Classroom index | Originals and full outcomes

R23 | W4 substitute | ledger-flash-01 | reserve

Read the full outcome matrix before this selected trace

Read-only historical evidence. Original commands are never executed by the archive. Prepared controlled fixture. Selected Flash behavior is 10/10 with scope caveats; selected Pro behavior is 9/10. No attempt is fully accepted across all reporting/scope criteria, and no general model ranking follows. Provider timeout and all attempts are retained in reserve.

ConversationStateUpdateEvent
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          "content": "[REDACTED: unrelated ambient skill definition]",
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              "openwiki",
              "repo docs",
              "documentation automation",
              "generate wiki",
              "update wiki",
              "gitnexus docs",
              "agent docs"
            ]
          },
          "source": "/Users/instructor/.openhands/plugins/installed/autodocs/skills/autodocs/SKILL.md",
          "inputs": [],
          "is_agentskills_format": true,
          "version": "1.0.0",
          "description": "Generate and maintain durable repository documentation for humans and future coding agents. Use when asked to plan, initialize, update, repair, or automate repo docs, including OpenWiki-style docs and optional GitNexus-enriched docs.",
          "disable_model_invocation": false
        },
        {
          "name": "autodocs:init",
          "content": "[REDACTED: unrelated ambient skill definition]",
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          "description": "Initialize durable repository documentation for the current repository",
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        },
        {
          "name": "autodocs:plan",
          "content": "[REDACTED: unrelated ambient skill definition]",
          "trigger": {
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              "/autodocs:plan"
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          "source": "/Users/instructor/.openhands/plugins/installed/autodocs/commands/plan.md",
          "inputs": [],
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          "version": "1.0.0",
          "description": "Plan durable repository documentation without editing files",
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        },
        {
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          "content": "[REDACTED: unrelated ambient skill definition]",
          "trigger": {
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              "/autodocs:update"
            ]
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          "source": "/Users/instructor/.openhands/plugins/installed/autodocs/commands/update.md",
          "inputs": [],
          "is_agentskills_format": false,
          "version": "1.0.0",
          "description": "Update existing durable repository documentation from recent repository changes",
          "disable_model_invocation": false
        }
      ],
      "load_user_skills": false,
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      "marketplace_path": "marketplaces/default.json",
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    },
    "system_prompt_filename": "system_prompt.j2",
    "security_policy_filename": "security_policy.j2",
    "system_prompt_kwargs": {
      "llm_security_analyzer": true
    },
    "condenser": {
      "llm": {
        "model": "openhands/deepseek-v4-flash",
        "api_key": null,
        "auth_type": "api_key",
        "openrouter_site_url": "https://docs.all-hands.dev/",
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SystemPromptEvent
{
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  "timestamp": "2026-10-18T19:57:17.234654",
  "source": "agent",
  "parent_id": "__root__",
  "system_prompt": {
    "cache_prompt": false,
    "type": "text",
    "text": "[REDACTED: ambient system/context, private source hash retained by instructor]"
  },
  "tools": [
    {
      "description": "Execute a shell command in the terminal within a persistent shell session.\n\n\n### Command Execution\n* One command at a time: You can only execute one shell command at a time.\n  If you need to run multiple commands sequentially, use `&&` or `;`.\n* Persistent session: Environment variables, virtual environments, and\n  working directory changes persist across commands.\n* Soft timeout: Commands pause for confirmation after 10 seconds without\n  new output unless you provide a longer `timeout`.\n* Shell options: Do NOT use `set -e`, `set -eu`, or `set -euo pipefail`.\n  The runtime may not support them reliably.\n\n### Long-running Commands\n* For commands that may run indefinitely, run them in the background and\n  redirect output to a file, e.g. `python3 app.py > server.log 2>&1 &`.\n* For long-running commands, set the `timeout` parameter accordingly.\n* If a command returns exit code `-1`, it hit the soft timeout and is\n  still running. With `is_input=true`, you can:\n  - Send empty `command` to retrieve additional logs\n  - Send text to STDIN of the running process\n  - Send control commands like `C-c`, `C-d`, or `C-z`\n  - Send navigation keys like `UP`, `DOWN`, `LEFT`, `RIGHT`, `TAB`,\n    `ESC`, `BS`, `HOME`, `END`, `PGUP`, and `PGDN`\n  - Send any `C-<letter>` Ctrl sequence such as `C-a`, `C-e`, or `C-l`\n\n### Best Practices\n* Verify a parent directory exists before creating files or directories.\n* Prefer absolute paths and avoid excessive use of `cd`.\n\n### Output Handling\n* Large output may be truncated before being returned.\n\n### Terminal Reset\n* Set `reset=true` to create a fresh terminal session if the current one\n  becomes unresponsive.\n* Resetting the terminal clears environment variables, working directory\n  changes, and running processes.",
      "action_type": "TerminalAction",
      "observation_type": "TerminalObservation",
      "annotations": {
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        "openWorldHint": true
      },
      "kind": "TerminalTool",
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    },
    {
      "description": "Custom editing tool for viewing, creating and editing files in plain-text format\n* State is persistent across command calls and discussions with the user\n* If `path` is a text file, `view` displays the result of applying `cat -n`. If `path` is a directory, `view` lists non-hidden files and directories up to 2 levels deep\n* The `create` command cannot be used if the specified `path` already exists as a file\n* If a `command` generates a long output, it will be truncated and marked with `<response clipped>`\n* The `undo_edit` command will revert the last edit made to the file at `path`\n* This tool can be used for creating and editing files in plain-text format.\n\n\nBefore using this tool:\n1. Use the view tool to understand the file's contents and context\n2. Verify the directory path is correct (only applicable when creating new files):\n   - Use the view tool to verify the parent directory exists and is the correct location\n\nWhen making edits:\n   - Ensure the edit results in idiomatic, correct code\n   - Do not leave the code in a broken state\n   - Always use absolute file paths (starting with /)\n\nCRITICAL REQUIREMENTS FOR USING THIS TOOL:\n\n1. EXACT MATCHING: The `old_str` parameter must match EXACTLY one or more consecutive lines from the file, including all whitespace and indentation. The tool will fail if `old_str` matches multiple locations or doesn't match exactly with the file content.\n\n2. UNIQUENESS: The `old_str` must uniquely identify a single instance in the file:\n   - Include sufficient context before and after the change point (3-5 lines recommended)\n   - If not unique, the replacement will not be performed\n\n3. REPLACEMENT: The `new_str` parameter should contain the edited lines that replace the `old_str`. Both strings must be different.\n\nRemember: when making multiple file edits in a row to the same file, you should prefer to send all edits in a single message with multiple calls to this tool, rather than multiple messages with a single call each.\n\n\nYour current working directory is: /Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace\nWhen exploring project structure, start with this directory instead of the root filesystem.",
      "action_type": "FileEditorAction",
      "observation_type": "FileEditorObservation",
      "annotations": {
        "title": "file_editor",
        "readOnlyHint": false,
        "destructiveHint": true,
        "idempotentHint": false,
        "openWorldHint": false
      },
      "kind": "FileEditorTool",
      "title": "file_editor"
    },
    {
      "description": "Signals the completion of the current task or conversation.\n\nUse this tool when:\n- You have successfully completed the user's requested task\n- You cannot proceed further due to technical limitations or missing information\n\nThe message should include:\n- A clear summary of actions taken and their results\n- Any next steps for the user\n- Explanation if you're unable to complete the task\n- Any follow-up questions if more information is needed\n",
      "action_type": "FinishAction",
      "observation_type": "FinishObservation",
      "annotations": {
        "title": "finish",
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "kind": "FinishTool",
      "title": "finish"
    },
    {
      "description": "Use the tool to think about something. It will not obtain new information or make any changes to the repository, but just log the thought. Use it when complex reasoning or brainstorming is needed.\n\nCommon use cases:\n1. When exploring a repository and discovering the source of a bug, call this tool to brainstorm several unique ways of fixing the bug, and assess which change(s) are likely to be simplest and most effective.\n2. After receiving test results, use this tool to brainstorm ways to fix failing tests.\n3. When planning a complex refactoring, use this tool to outline different approaches and their tradeoffs.\n4. When designing a new feature, use this tool to think through architecture decisions and implementation details.\n5. When debugging a complex issue, use this tool to organize your thoughts and hypotheses.\n\nThe tool simply logs your thought process for better transparency and does not execute any code or make changes.",
      "action_type": "ThinkAction",
      "observation_type": "ThinkObservation",
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "kind": "ThinkTool",
      "title": "think"
    },
    {
      "description": "Invoke a skill by name.\n\nThis is the only supported way to invoke a skill listed in\n`<available_skills>`. Call it with the `<name>` shown in that block; the\nskill's full content is rendered (including any dynamic context) and\nreturned as the tool result.\n",
      "action_type": "InvokeSkillAction",
      "observation_type": "InvokeSkillObservation",
      "annotations": {
        "title": "invoke_skill",
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "kind": "InvokeSkillTool",
      "title": "invoke_skill"
    },
    {
      "description": "Ask a saved vision-capable LLM profile to inspect an image from the latest user message and return a text answer.\n\nUse this when the current model cannot understand images, the latest user message includes an image, and visual details are needed to answer. The current model should pass the image_index shown in the user message and a specific question for the vision model. The cost of this vision model call is tracked in the same conversation stats.\n\nAvailable vision-capable profiles:\n- Claude-Opus-5.5\n- Cliff-Flash-Test\n- GPT5-6\n- KimiK3\n- OH-Opus-5\n- OH-Sonnet\n- Sonnnet\n- Workshop-DeepSeek\n- claude-fable-5\n- claude-opus-4-6\n- claude-opus-4-7\n- claude-opus-4-8\n- claude-sonnet-4-5\n- claude-sonnet-4-6\n- deepseek-v4-flash\n- gpt-5.4\n- gpt-5.5\n- gpt-5.6\n- gpt-5.6-sol\n- p02-cheap\n- p02-cheap-copy\n- p02-frontier\n- p02-mid",
      "action_type": "VisionInspectAction",
      "observation_type": "VisionInspectObservation",
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        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "kind": "VisionInspectTool",
      "title": "inspect_image_with_vision"
    }
  ],
  "dynamic_context": {
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    "type": "text",
    "text": "[REDACTED: ambient system/context, private source hash retained by instructor]"
  },
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}

You

Repair ledger.py to implement CONTRACT.md. Do not access network services or files outside this workspace. Preserve the public function signature and do not change CONTRACT.md. Add test_ledger.py using standard-library unittest with reproductions for the defects you find and normal behavior checks. Run your tests and finish with commands and observed results. Use at most 30 tool calls. No third-party dependencies.
Full event evidence
{
  "id": "384a1924-895b-46b4-ac05-90f1e409f8ad",
  "timestamp": "2026-10-18T19:57:17.237200",
  "source": "user",
  "parent_id": "058f6eff-0dc3-4d5a-8334-f965159e49f9",
  "llm_message": {
    "role": "user",
    "content": [
      {
        "cache_prompt": false,
        "type": "text",
        "text": "Repair ledger.py to implement CONTRACT.md. Do not access network services or files outside this workspace. Preserve the public function signature and do not change CONTRACT.md. Add test_ledger.py using standard-library unittest with reproductions for the defects you find and normal behavior checks. Run your tests and finish with commands and observed results. Use at most 30 tool calls. No third-party dependencies.\n"
      }
    ],
    "thinking_blocks": []
  },
  "activated_skills": [],
  "extended_content": [],
  "kind": "MessageEvent"
}
ConversationStateUpdateEvent
{
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  "source": "environment",
  "parent_id": "384a1924-895b-46b4-ac05-90f1e409f8ad",
  "key": "last_user_message_id",
  "value": "384a1924-895b-46b4-ac05-90f1e409f8ad",
  "kind": "ConversationStateUpdateEvent"
}
ConversationStateUpdateEvent
{
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  "timestamp": "2026-10-18T19:57:17.241633",
  "source": "environment",
  "parent_id": "384a1924-895b-46b4-ac05-90f1e409f8ad",
  "key": "execution_status",
  "value": "running",
  "kind": "ConversationStateUpdateEvent"
}

Tool request: terminal

{
  "command": "pwd && ls -la && echo \"---\" && find . -type f -not -path '*/\\.git/*' | head -50",
  "is_input": false,
  "reset": false,
  "kind": "TerminalAction"
}
Full event evidence
{
  "id": "e0dd0c42-dc79-4a3a-b842-9166dcb34d3c",
  "timestamp": "2026-10-18T19:57:18.676067",
  "source": "agent",
  "parent_id": "384a1924-895b-46b4-ac05-90f1e409f8ad",
  "thought": [],
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  "action": {
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    "is_input": false,
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    "kind": "TerminalAction"
  },
  "tool_name": "terminal",
  "tool_call_id": "call_e743e21454c34446bfec9f06",
  "tool_call": {
    "id": "call_e743e21454c34446bfec9f06",
    "name": "terminal",
    "arguments": "{\"command\": \"pwd && ls -la && echo \\\"---\\\" && find . -type f -not -path '*/\\\\.git/*' | head -50\", \"summary\": \"List workspace contents\"}",
    "origin": "completion"
  },
  "llm_response_id": "gen-1792371437-E1762mWSSrpHJuVVviqR",
  "security_risk": "UNKNOWN",
  "summary": "List workspace contents",
  "kind": "ActionEvent"
}

Tool result: terminal

/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace
total 16
drwxr-xr-x@ 4 instructor  staff  128 Oct 18 19:48 .
drwxr-xr-x@ 6 instructor  staff  192 Oct 18 19:57 ..
-rw-r--r--@ 1 instructor  staff  973 Oct 18 19:48 CONTRACT.md
-rw-r--r--@ 1 instructor  staff  411 Oct 18 19:48 ledger.py
---
./ledger.py
./CONTRACT.md
Full event evidence
{
  "id": "9a735da4-ad57-4f31-ab77-dabf24ca8c98",
  "timestamp": "2026-10-18T19:57:19.851308",
  "source": "environment",
  "parent_id": "e0dd0c42-dc79-4a3a-b842-9166dcb34d3c",
  "tool_name": "terminal",
  "tool_call_id": "call_e743e21454c34446bfec9f06",
  "observation": {
    "content": [
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        "cache_prompt": false,
        "type": "text",
        "text": "/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace\ntotal 16\ndrwxr-xr-x@ 4 instructor  staff  128 Oct 18 19:48 .\ndrwxr-xr-x@ 6 instructor  staff  192 Oct 18 19:57 ..\n-rw-r--r--@ 1 instructor  staff  973 Oct 18 19:48 CONTRACT.md\n-rw-r--r--@ 1 instructor  staff  411 Oct 18 19:48 ledger.py\n---\n./ledger.py\n./CONTRACT.md"
      }
    ],
    "is_error": false,
    "command": "pwd && ls -la && echo \"---\" && find . -type f -not -path '*/\\.git/*' | head -50",
    "exit_code": 0,
    "timeout": false,
    "metadata": {
      "exit_code": 0,
      "pid": -1,
      "username": "instructor",
      "hostname": "workshop-host",
      "working_dir": "/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace",
      "py_interpreter_path": "/Users/instructor/.cache/uv/archive-v0/cZpGatmgSZEYIeuAv16p4/bin/python",
      "prefix": "",
      "suffix": "\n[The command completed with exit code 0.]"
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    "full_output_save_dir": "/Users/instructor/.openhands/agent-canvas/dev_conversations/e6f808fd87c746a8a7c8eb3634c3ef9c/observations",
    "kind": "TerminalObservation"
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ConversationStateUpdateEvent
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  "timestamp": "2026-10-18T19:57:18.675231",
  "source": "environment",
  "parent_id": "9a735da4-ad57-4f31-ab77-dabf24ca8c98",
  "key": "stats",
  "value": {
    "usage_to_metrics": {
      "default": {
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        "accumulated_cost": 0.00088958,
        "max_budget_per_task": null,
        "accumulated_token_usage": {
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          "prompt_tokens": 9098,
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          "cache_read_tokens": 5376,
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          "reasoning_tokens": 17,
          "context_window": 1000000,
          "per_turn_token": 9203,
          "response_id": ""
        }
      },
      "condenser": {
        "model_name": "openhands/deepseek-v4-flash",
        "accumulated_cost": 0.0,
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        }
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}

Tool request: file_editor

{
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  "path": "/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/CONTRACT.md",
  "kind": "FileEditorAction"
}
Full event evidence
{
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  "timestamp": "2026-10-18T19:57:20.956220",
  "source": "agent",
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  "thought": [],
  "thinking_blocks": [],
  "action": {
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    "path": "/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/CONTRACT.md",
    "kind": "FileEditorAction"
  },
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    "name": "file_editor",
    "arguments": "{\"command\": \"view\", \"path\": \"/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/CONTRACT.md\"}",
    "origin": "completion"
  },
  "llm_response_id": "gen-1792371440-ZM2MqxlcnLsNRtDDO5JA",
  "security_risk": "UNKNOWN",
  "summary": "file_editor: {\"command\": \"view\", \"path\": \"/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/CONTRACT.md\"}",
  "kind": "ActionEvent"
}

Tool request: file_editor

{
  "command": "view",
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  "kind": "FileEditorAction"
}
Full event evidence
{
  "id": "af1a9dbd-682b-452f-9a13-49512c9704fe",
  "timestamp": "2026-10-18T19:57:20.960497",
  "source": "agent",
  "parent_id": "10626831-8d5d-4a4a-b29d-25d67ef8fee4",
  "thought": [],
  "thinking_blocks": [],
  "action": {
    "command": "view",
    "path": "/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/ledger.py",
    "kind": "FileEditorAction"
  },
  "tool_name": "file_editor",
  "tool_call_id": "call_cf8fb637783d48b6a8e3d26c",
  "tool_call": {
    "id": "call_cf8fb637783d48b6a8e3d26c",
    "name": "file_editor",
    "arguments": "{\"command\": \"view\", \"path\": \"/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/ledger.py\"}",
    "origin": "completion"
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  "llm_response_id": "gen-1792371440-ZM2MqxlcnLsNRtDDO5JA",
  "security_risk": "UNKNOWN",
  "summary": "file_editor: {\"command\": \"view\", \"path\": \"/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/ledger.py\"}",
  "kind": "ActionEvent"
}

Tool result: file_editor

Here's the result of running `cat -n` on /Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/CONTRACT.md:
     1	balance(events, account) returns an integer number of cents, without mutating input.
     2	Each event has id (string), seq (unique integer), account (string), kind (credit, debit, reverse).
     3	Credit/debit have nonnegative integer cents. A reverse has target, an earlier credit/debit id in the same account, and has no cents.
     4	Input is unordered. Process ascending seq. Exact duplicate events are delivery retries and count once. A reused id with any different content, even on another account, raises ValueError. Reject unknown kinds, negative or noninteger cents (including booleans), duplicate seq across distinct events, or a reversal whose target is missing, later, another reversal, in another account, or already reversed. Validate all events, including other accounts. A reversal cancels its target's signed amount. Empty input returns 0. Do not mutate events. The caller guarantees all required keys and primitive field types except cents. Use only Python standard library.
     5
Full event evidence
{
  "id": "72e488ca-3fc2-4236-bdba-696707518eb1",
  "timestamp": "2026-10-18T19:57:20.967824",
  "source": "environment",
  "parent_id": "af1a9dbd-682b-452f-9a13-49512c9704fe",
  "tool_name": "file_editor",
  "tool_call_id": "call_e5d1c3e7ea934f1995c3e02f",
  "observation": {
    "content": [
      {
        "cache_prompt": false,
        "type": "text",
        "text": "Here's the result of running `cat -n` on /Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/CONTRACT.md:\n     1\tbalance(events, account) returns an integer number of cents, without mutating input.\n     2\tEach event has id (string), seq (unique integer), account (string), kind (credit, debit, reverse).\n     3\tCredit/debit have nonnegative integer cents. A reverse has target, an earlier credit/debit id in the same account, and has no cents.\n     4\tInput is unordered. Process ascending seq. Exact duplicate events are delivery retries and count once. A reused id with any different content, even on another account, raises ValueError. Reject unknown kinds, negative or noninteger cents (including booleans), duplicate seq across distinct events, or a reversal whose target is missing, later, another reversal, in another account, or already reversed. Validate all events, including other accounts. A reversal cancels its target's signed amount. Empty input returns 0. Do not mutate events. The caller guarantees all required keys and primitive field types except cents. Use only Python standard library.\n     5\t\n"
      }
    ],
    "is_error": false,
    "command": "view",
    "path": "/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/CONTRACT.md",
    "prev_exist": true,
    "kind": "FileEditorObservation"
  },
  "action_id": "10626831-8d5d-4a4a-b29d-25d67ef8fee4",
  "extended_content": [],
  "kind": "ObservationEvent"
}

Tool result: file_editor

Here's the result of running `cat -n` on /Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/ledger.py:
     1	def balance(events, account):
     2	    seen=set()
     3	    total=0
     4	    for e in sorted(events,key=lambda e:e['seq']):
     5	        if e['id'] in seen:
     6	            continue
     7	        seen.add(e['id'])
     8	        if e['account'] != account:
     9	            continue
    10	        if e['kind']=='credit': total+=e['cents']
    11	        elif e['kind']=='debit': total-=e['cents']
    12	        elif e['kind']=='reverse': total-=e['cents']
    13	    return total
    14
Full event evidence
{
  "id": "0480a3a8-e0a9-4c37-a427-c210efedd9f4",
  "timestamp": "2026-10-18T19:57:20.969443",
  "source": "environment",
  "parent_id": "72e488ca-3fc2-4236-bdba-696707518eb1",
  "tool_name": "file_editor",
  "tool_call_id": "call_cf8fb637783d48b6a8e3d26c",
  "observation": {
    "content": [
      {
        "cache_prompt": false,
        "type": "text",
        "text": "Here's the result of running `cat -n` on /Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/ledger.py:\n     1\tdef balance(events, account):\n     2\t    seen=set()\n     3\t    total=0\n     4\t    for e in sorted(events,key=lambda e:e['seq']):\n     5\t        if e['id'] in seen:\n     6\t            continue\n     7\t        seen.add(e['id'])\n     8\t        if e['account'] != account:\n     9\t            continue\n    10\t        if e['kind']=='credit': total+=e['cents']\n    11\t        elif e['kind']=='debit': total-=e['cents']\n    12\t        elif e['kind']=='reverse': total-=e['cents']\n    13\t    return total\n    14\t\n"
      }
    ],
    "is_error": false,
    "command": "view",
    "path": "/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/ledger.py",
    "prev_exist": true,
    "kind": "FileEditorObservation"
  },
  "action_id": "af1a9dbd-682b-452f-9a13-49512c9704fe",
  "extended_content": [],
  "kind": "ObservationEvent"
}
ConversationStateUpdateEvent
{
  "id": "118b2e38-b74e-4fd4-91cc-834580dd0ffc",
  "timestamp": "2026-10-18T19:57:20.955441",
  "source": "environment",
  "parent_id": "0480a3a8-e0a9-4c37-a427-c210efedd9f4",
  "key": "stats",
  "value": {
    "usage_to_metrics": {
      "default": {
        "model_name": "openhands/deepseek-v4-flash",
        "accumulated_cost": 0.00163569,
        "max_budget_per_task": null,
        "accumulated_token_usage": {
          "model": "openhands/deepseek-v4-flash",
          "prompt_tokens": 18557,
          "completion_tokens": 298,
          "cache_read_tokens": 14336,
          "cache_write_tokens": 0,
          "reasoning_tokens": 17,
          "context_window": 1000000,
          "per_turn_token": 9652,
          "response_id": ""
        }
      },
      "condenser": {
        "model_name": "openhands/deepseek-v4-flash",
        "accumulated_cost": 0.0,
        "max_budget_per_task": null,
        "accumulated_token_usage": {
          "model": "openhands/deepseek-v4-flash",
          "prompt_tokens": 0,
          "completion_tokens": 0,
          "cache_read_tokens": 0,
          "cache_write_tokens": 0,
          "reasoning_tokens": 0,
          "context_window": 0,
          "per_turn_token": 0,
          "response_id": ""
        }
      }
    }
  },
  "kind": "ConversationStateUpdateEvent"
}

Tool request: file_editor

{
  "command": "str_replace",
  "path": "/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/ledger.py",
  "old_str": "def balance(events, account):\n    seen=set()\n    total=0\n    for e in sorted(events,key=lambda e:e['seq']):\n        if e['id'] in seen:\n            continue\n        seen.add(e['id'])\n        if e['account'] != account:\n            continue\n        if e['kind']=='credit': total+=e['cents']\n        elif e['kind']=='debit': total-=e['cents']\n        elif e['kind']=='reverse': total-=e['cents']\n    return total",
  "new_str": "_MISSING = object()\n\n\ndef balance(events, account):\n    by_id = {}\n    by_seq = {}\n    for e in events:\n        eid = e['id']\n        first = by_id.get(eid, _MISSING)\n        if first is _MISSING:\n            by_id[eid] = e\n        elif first != e:\n            raise ValueError(\"event id %r reused with different content\" % (eid,))\n        seq = e['seq']\n        first = by_seq.get(seq, _MISSING)\n        if first is _MISSING:\n            by_seq[seq] = e\n        elif first != e:\n            raise ValueError(\"duplicate seq %r across distinct events\" % (seq,))\n\n    already_reversed = set()\n    total = 0\n    for e in sorted(by_id.values(), key=lambda ev: ev['seq']):\n        kind = e['kind']\n        if kind == 'credit':\n            cents = _require_cents(e)\n            if e['account'] == account:\n                total += cents\n        elif kind == 'debit':\n            cents = _require_cents(e)\n            if e['account'] == account:\n                total -= cents\n        elif kind == 'reverse':\n            target = e['target']\n            t = by_id.get(target)\n            if t is None:\n                raise ValueError(\"reversal target %r is missing\" % (target,))\n            if t['kind'] not in ('credit', 'debit'):\n                raise ValueError(\"reversal target %r is not a credit/debit\" % (target,))\n            if t['seq'] >= e['seq']:\n                raise ValueError(\"reversal target %r is not earlier\" % (target,))\n            if t['account'] != e['account']:\n                raise ValueError(\"reversal target %r is in another account\" % (target,))\n            if target in already_reversed:\n                raise ValueError(\"reversal target %r already reversed\" % (target,))\n            if e['account'] == account:\n                sign = 1 if t['kind'] == 'credit' else -1\n                total -= sign * t['cents']\n            already_reversed.add(target)\n        else:\n            raise ValueError(\"unknown kind %r\" % (kind,))\n    return total\n\n\ndef _require_cents(e):\n    cents = e['cents']\n    if type(cents) is not int or cents < 0:\n        raise ValueError(\"cents must be a nonnegative integer\")\n    return cents",
  "kind": "FileEditorAction"
}
Full event evidence
{
  "id": "954f1b28-0f33-4bc5-bee9-b4a4ec1f7992",
  "timestamp": "2026-10-18T19:58:46.201850",
  "source": "agent",
  "parent_id": "0480a3a8-e0a9-4c37-a427-c210efedd9f4",
  "thought": [],
  "reasoning_content": null,
  "thinking_blocks": [],
  "action": {
    "command": "str_replace",
    "path": "/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/ledger.py",
    "old_str": "def balance(events, account):\n    seen=set()\n    total=0\n    for e in sorted(events,key=lambda e:e['seq']):\n        if e['id'] in seen:\n            continue\n        seen.add(e['id'])\n        if e['account'] != account:\n            continue\n        if e['kind']=='credit': total+=e['cents']\n        elif e['kind']=='debit': total-=e['cents']\n        elif e['kind']=='reverse': total-=e['cents']\n    return total",
    "new_str": "_MISSING = object()\n\n\ndef balance(events, account):\n    by_id = {}\n    by_seq = {}\n    for e in events:\n        eid = e['id']\n        first = by_id.get(eid, _MISSING)\n        if first is _MISSING:\n            by_id[eid] = e\n        elif first != e:\n            raise ValueError(\"event id %r reused with different content\" % (eid,))\n        seq = e['seq']\n        first = by_seq.get(seq, _MISSING)\n        if first is _MISSING:\n            by_seq[seq] = e\n        elif first != e:\n            raise ValueError(\"duplicate seq %r across distinct events\" % (seq,))\n\n    already_reversed = set()\n    total = 0\n    for e in sorted(by_id.values(), key=lambda ev: ev['seq']):\n        kind = e['kind']\n        if kind == 'credit':\n            cents = _require_cents(e)\n            if e['account'] == account:\n                total += cents\n        elif kind == 'debit':\n            cents = _require_cents(e)\n            if e['account'] == account:\n                total -= cents\n        elif kind == 'reverse':\n            target = e['target']\n            t = by_id.get(target)\n            if t is None:\n                raise ValueError(\"reversal target %r is missing\" % (target,))\n            if t['kind'] not in ('credit', 'debit'):\n                raise ValueError(\"reversal target %r is not a credit/debit\" % (target,))\n            if t['seq'] >= e['seq']:\n                raise ValueError(\"reversal target %r is not earlier\" % (target,))\n            if t['account'] != e['account']:\n                raise ValueError(\"reversal target %r is in another account\" % (target,))\n            if target in already_reversed:\n                raise ValueError(\"reversal target %r already reversed\" % (target,))\n            if e['account'] == account:\n                sign = 1 if t['kind'] == 'credit' else -1\n                total -= sign * t['cents']\n            already_reversed.add(target)\n        else:\n            raise ValueError(\"unknown kind %r\" % (kind,))\n    return total\n\n\ndef _require_cents(e):\n    cents = e['cents']\n    if type(cents) is not int or cents < 0:\n        raise ValueError(\"cents must be a nonnegative integer\")\n    return cents",
    "kind": "FileEditorAction"
  },
  "tool_name": "file_editor",
  "tool_call_id": "call_e8fa1e3e255141928c4dcc46",
  "tool_call": {
    "id": "call_e8fa1e3e255141928c4dcc46",
    "name": "file_editor",
    "arguments": "{\"command\": \"str_replace\", \"path\": \"/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/ledger.py\", \"old_str\": \"def balance(events, account):\\n    seen=set()\\n    total=0\\n    for e in sorted(events,key=lambda e:e['seq']):\\n        if e['id'] in seen:\\n            continue\\n        seen.add(e['id'])\\n        if e['account'] != account:\\n            continue\\n        if e['kind']=='credit': total+=e['cents']\\n        elif e['kind']=='debit': total-=e['cents']\\n        elif e['kind']=='reverse': total-=e['cents']\\n    return total\", \"new_str\": \"_MISSING = object()\\n\\n\\ndef balance(events, account):\\n    by_id = {}\\n    by_seq = {}\\n    for e in events:\\n        eid = e['id']\\n        first = by_id.get(eid, _MISSING)\\n        if first is _MISSING:\\n            by_id[eid] = e\\n        elif first != e:\\n            raise ValueError(\\\"event id %r reused with different content\\\" % (eid,))\\n        seq = e['seq']\\n        first = by_seq.get(seq, _MISSING)\\n        if first is _MISSING:\\n            by_seq[seq] = e\\n        elif first != e:\\n            raise ValueError(\\\"duplicate seq %r across distinct events\\\" % (seq,))\\n\\n    already_reversed = set()\\n    total = 0\\n    for e in sorted(by_id.values(), key=lambda ev: ev['seq']):\\n        kind = e['kind']\\n        if kind == 'credit':\\n            cents = _require_cents(e)\\n            if e['account'] == account:\\n                total += cents\\n        elif kind == 'debit':\\n            cents = _require_cents(e)\\n            if e['account'] == account:\\n                total -= cents\\n        elif kind == 'reverse':\\n            target = e['target']\\n            t = by_id.get(target)\\n            if t is None:\\n                raise ValueError(\\\"reversal target %r is missing\\\" % (target,))\\n            if t['kind'] not in ('credit', 'debit'):\\n                raise ValueError(\\\"reversal target %r is not a credit/debit\\\" % (target,))\\n            if t['seq'] >= e['seq']:\\n                raise ValueError(\\\"reversal target %r is not earlier\\\" % (target,))\\n            if t['account'] != e['account']:\\n                raise ValueError(\\\"reversal target %r is in another account\\\" % (target,))\\n            if target in already_reversed:\\n                raise ValueError(\\\"reversal target %r already reversed\\\" % (target,))\\n            if e['account'] == account:\\n                sign = 1 if t['kind'] == 'credit' else -1\\n                total -= sign * t['cents']\\n            already_reversed.add(target)\\n        else:\\n            raise ValueError(\\\"unknown kind %r\\\" % (kind,))\\n    return total\\n\\n\\ndef _require_cents(e):\\n    cents = e['cents']\\n    if type(cents) is not int or cents < 0:\\n        raise ValueError(\\\"cents must be a nonnegative integer\\\")\\n    return cents\"}",
    "origin": "completion"
  },
  "llm_response_id": "gen-1792371441-1Eh65IDVcpWaFi04UGm8",
  "security_risk": "UNKNOWN",
  "summary": "file_editor: {\"command\": \"str_replace\", \"path\": \"/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/ledger.py\", \"old_str\": \"def balance(events, account):\\n    seen=set()\\n    total=0\\n    for e in sorted(events,key=lambda e:e['seq']):\\n        if e['id'] in seen:\\n            continue\\n        seen.add(e['id'])\\n        if e['account'] != account:\\n            continue\\n        if e['kind']=='credit': total+=e['cents']\\n        elif e['kind']=='debit': total-=e['cents']\\n        elif e['kind']=='reverse': total-=e['cents']\\n    return total\", \"new_str\": \"_MISSING = object()\\n\\n\\ndef balance(events, account):\\n    by_id = {}\\n    by_seq = {}\\n    for e in events:\\n        eid = e['id']\\n        first = by_id.get(eid, _MISSING)\\n        if first is _MISSING:\\n            by_id[eid] = e\\n        elif first != e:\\n            raise ValueError(\\\"event id %r reused with different content\\\" % (eid,))\\n        seq = e['seq']\\n        first = by_seq.get(seq, _MISSING)\\n        if first is _MISSING:\\n            by_seq[seq] = e\\n        elif first != e:\\n            raise ValueError(\\\"duplicate seq %r across distinct events\\\" % (seq,))\\n\\n    already_reversed = set()\\n    total = 0\\n    for e in sorted(by_id.values(), key=lambda ev: ev['seq']):\\n        kind = e['kind']\\n        if kind == 'credit':\\n            cents = _require_cents(e)\\n            if e['account'] == account:\\n                total += cents\\n        elif kind == 'debit':\\n            cents = _require_cents(e)\\n            if e['account'] == account:\\n                total -= cents\\n        elif kind == 'reverse':\\n            target = e['target']\\n            t = by_id.get(target)\\n            if t is None:\\n                raise ValueError(\\\"reversal target %r is missing\\\" % (target,))\\n            if t['kind'] not in ('credit', 'debit'):\\n                raise ValueError(\\\"reversal target %r is not a credit/debit\\\" % (target,))\\n            if t['seq'] >= e['seq']:\\n                raise ValueError(\\\"reversal target %r is not earlier\\\" % (target,))\\n            if t['account'] != e['account']:\\n                raise ValueError(\\\"reversal target %r is in another account\\\" % (target,))\\n            if target in already_reversed:\\n                raise ValueError(\\\"reversal target %r already reversed\\\" % (target,))\\n            if e['account'] == account:\\n                sign = 1 if t['kind'] == 'credit' else -1\\n                total -= sign * t['cents']\\n            already_reversed.add(target)\\n        else:\\n            raise ValueError(\\\"unknown kind %r\\\" % (kind,))\\n    return total\\n\\n\\ndef _require_cents(e):\\n    cents = e['cents']\\n    if type(cents) is not int or cents < 0:\\n        raise ValueError(\\\"cents must be a nonnegative integer\\\")\\n    return cents\"}",
  "kind": "ActionEvent"
}

Tool result: file_editor

The file /Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/ledger.py has been edited. Here's the result of running `cat -n` on a snippet of /Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/ledger.py:
     1	_MISSING = object()
     2	
     3	
     4	def balance(events, account):
     5	    by_id = {}
     6	    by_seq = {}
     7	    for e in events:
     8	        eid = e['id']
     9	        first = by_id.get(eid, _MISSING)
    10	        if first is _MISSING:
    11	            by_id[eid] = e
    12	        elif first != e:
    13	            raise ValueError("event id %r reused with different content" % (eid,))
    14	        seq = e['seq']
    15	        first = by_seq.get(seq, _MISSING)
    16	        if first is _MISSING:
    17	            by_seq[seq] = e
    18	        elif first != e:
    19	            raise ValueError("duplicate seq %r across distinct events" % (seq,))
    20	
    21	    already_reversed = set()
    22	    total = 0
    23	    for e in sorted(by_id.values(), key=lambda ev: ev['seq']):
    24	        kind = e['kind']
    25	        if kind == 'credit':
    26	            cents = _require_cents(e)
    27	            if e['account'] == account:
    28	                total += cents
    29	        elif kind == 'debit':
    30	            cents = _require_cents(e)
    31	            if e['account'] == account:
    32	                total -= cents
    33	        elif kind == 'reverse':
    34	            target = e['target']
    35	            t = by_id.get(target)
    36	            if t is None:
    37	                raise ValueError("reversal target %r is missing" % (target,))
    38	            if t['kind'] not in ('credit', 'debit'):
    39	                raise ValueError("reversal target %r is not a credit/debit" % (target,))
    40	            if t['seq'] >= e['seq']:
    41	                raise ValueError("reversal target %r is not earlier" % (target,))
    42	            if t['account'] != e['account']:
    43	                raise ValueError("reversal target %r is in another account" % (target,))
    44	            if target in already_reversed:
    45	                raise ValueError("reversal target %r already reversed" % (target,))
    46	            if e['account'] == account:
    47	                sign = 1 if t['kind'] == 'credit' else -1
    48	                total -= sign * t['cents']
    49	            already_reversed.add(target)
    50	        else:
    51	            raise ValueError("unknown kind %r" % (kind,))
    52	    return total
    53	
    54	
    55	def _require_cents(e):
    56	    cents = e['cents']
    57	    if type(cents) is not int or cents < 0:
    58	        raise ValueError("cents must be a nonnegative integer")
    59	    return cents
    60	
Review the changes and make sure they are as expected. Edit the file again if necessary.
Full event evidence
{
  "id": "a0cddd3f-fc15-462c-94d4-3d82c8ad9232",
  "timestamp": "2026-10-18T19:58:46.224044",
  "source": "environment",
  "parent_id": "954f1b28-0f33-4bc5-bee9-b4a4ec1f7992",
  "tool_name": "file_editor",
  "tool_call_id": "call_e8fa1e3e255141928c4dcc46",
  "observation": {
    "content": [
      {
        "cache_prompt": false,
        "type": "text",
        "text": "The file /Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/ledger.py has been edited. Here's the result of running `cat -n` on a snippet of /Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/ledger.py:\n     1\t_MISSING = object()\n     2\t\n     3\t\n     4\tdef balance(events, account):\n     5\t    by_id = {}\n     6\t    by_seq = {}\n     7\t    for e in events:\n     8\t        eid = e['id']\n     9\t        first = by_id.get(eid, _MISSING)\n    10\t        if first is _MISSING:\n    11\t            by_id[eid] = e\n    12\t        elif first != e:\n    13\t            raise ValueError(\"event id %r reused with different content\" % (eid,))\n    14\t        seq = e['seq']\n    15\t        first = by_seq.get(seq, _MISSING)\n    16\t        if first is _MISSING:\n    17\t            by_seq[seq] = e\n    18\t        elif first != e:\n    19\t            raise ValueError(\"duplicate seq %r across distinct events\" % (seq,))\n    20\t\n    21\t    already_reversed = set()\n    22\t    total = 0\n    23\t    for e in sorted(by_id.values(), key=lambda ev: ev['seq']):\n    24\t        kind = e['kind']\n    25\t        if kind == 'credit':\n    26\t            cents = _require_cents(e)\n    27\t            if e['account'] == account:\n    28\t                total += cents\n    29\t        elif kind == 'debit':\n    30\t            cents = _require_cents(e)\n    31\t            if e['account'] == account:\n    32\t                total -= cents\n    33\t        elif kind == 'reverse':\n    34\t            target = e['target']\n    35\t            t = by_id.get(target)\n    36\t            if t is None:\n    37\t                raise ValueError(\"reversal target %r is missing\" % (target,))\n    38\t            if t['kind'] not in ('credit', 'debit'):\n    39\t                raise ValueError(\"reversal target %r is not a credit/debit\" % (target,))\n    40\t            if t['seq'] >= e['seq']:\n    41\t                raise ValueError(\"reversal target %r is not earlier\" % (target,))\n    42\t            if t['account'] != e['account']:\n    43\t                raise ValueError(\"reversal target %r is in another account\" % (target,))\n    44\t            if target in already_reversed:\n    45\t                raise ValueError(\"reversal target %r already reversed\" % (target,))\n    46\t            if e['account'] == account:\n    47\t                sign = 1 if t['kind'] == 'credit' else -1\n    48\t                total -= sign * t['cents']\n    49\t            already_reversed.add(target)\n    50\t        else:\n    51\t            raise ValueError(\"unknown kind %r\" % (kind,))\n    52\t    return total\n    53\t\n    54\t\n    55\tdef _require_cents(e):\n    56\t    cents = e['cents']\n    57\t    if type(cents) is not int or cents < 0:\n    58\t        raise ValueError(\"cents must be a nonnegative integer\")\n    59\t    return cents\n    60\t\nReview the changes and make sure they are as expected. Edit the file again if necessary."
      }
    ],
    "is_error": false,
    "command": "str_replace",
    "path": "/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/ledger.py",
    "prev_exist": true,
    "old_content": "def balance(events, account):\n    seen=set()\n    total=0\n    for e in sorted(events,key=lambda e:e['seq']):\n        if e['id'] in seen:\n            continue\n        seen.add(e['id'])\n        if e['account'] != account:\n            continue\n        if e['kind']=='credit': total+=e['cents']\n        elif e['kind']=='debit': total-=e['cents']\n        elif e['kind']=='reverse': total-=e['cents']\n    return total\n",
    "new_content": "_MISSING = object()\n\n\ndef balance(events, account):\n    by_id = {}\n    by_seq = {}\n    for e in events:\n        eid = e['id']\n        first = by_id.get(eid, _MISSING)\n        if first is _MISSING:\n            by_id[eid] = e\n        elif first != e:\n            raise ValueError(\"event id %r reused with different content\" % (eid,))\n        seq = e['seq']\n        first = by_seq.get(seq, _MISSING)\n        if first is _MISSING:\n            by_seq[seq] = e\n        elif first != e:\n            raise ValueError(\"duplicate seq %r across distinct events\" % (seq,))\n\n    already_reversed = set()\n    total = 0\n    for e in sorted(by_id.values(), key=lambda ev: ev['seq']):\n        kind = e['kind']\n        if kind == 'credit':\n            cents = _require_cents(e)\n            if e['account'] == account:\n                total += cents\n        elif kind == 'debit':\n            cents = _require_cents(e)\n            if e['account'] == account:\n                total -= cents\n        elif kind == 'reverse':\n            target = e['target']\n            t = by_id.get(target)\n            if t is None:\n                raise ValueError(\"reversal target %r is missing\" % (target,))\n            if t['kind'] not in ('credit', 'debit'):\n                raise ValueError(\"reversal target %r is not a credit/debit\" % (target,))\n            if t['seq'] >= e['seq']:\n                raise ValueError(\"reversal target %r is not earlier\" % (target,))\n            if t['account'] != e['account']:\n                raise ValueError(\"reversal target %r is in another account\" % (target,))\n            if target in already_reversed:\n                raise ValueError(\"reversal target %r already reversed\" % (target,))\n            if e['account'] == account:\n                sign = 1 if t['kind'] == 'credit' else -1\n                total -= sign * t['cents']\n            already_reversed.add(target)\n        else:\n            raise ValueError(\"unknown kind %r\" % (kind,))\n    return total\n\n\ndef _require_cents(e):\n    cents = e['cents']\n    if type(cents) is not int or cents < 0:\n        raise ValueError(\"cents must be a nonnegative integer\")\n    return cents\n",
    "kind": "FileEditorObservation"
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  "kind": "ObservationEvent"
}
ConversationStateUpdateEvent
{
  "id": "a739b98c-7631-416a-a368-837443dd5f1e",
  "timestamp": "2026-10-18T19:58:46.190833",
  "source": "environment",
  "parent_id": "a0cddd3f-fc15-462c-94d4-3d82c8ad9232",
  "key": "stats",
  "value": {
    "usage_to_metrics": {
      "default": {
        "model_name": "openhands/deepseek-v4-flash",
        "accumulated_cost": 0.006089000000000001,
        "max_budget_per_task": null,
        "accumulated_token_usage": {
          "model": "openhands/deepseek-v4-flash",
          "prompt_tokens": 28696,
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          "cache_read_tokens": 23808,
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          "reasoning_tokens": 13046,
          "context_window": 1000000,
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          "response_id": ""
        }
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      "condenser": {
        "model_name": "openhands/deepseek-v4-flash",
        "accumulated_cost": 0.0,
        "max_budget_per_task": null,
        "accumulated_token_usage": {
          "model": "openhands/deepseek-v4-flash",
          "prompt_tokens": 0,
          "completion_tokens": 0,
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Tool request: file_editor

{
  "command": "create",
  "path": "/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/test_ledger.py",
  "file_text": "import unittest\n\nfrom ledger import balance\n\nA = \"alice\"\nB = \"bob\"\n\n\ndef ev(id_, seq, account, kind, cents=None, target=None):\n    e = {\"id\": id_, \"seq\": seq, \"account\": account, \"kind\": kind}\n    if cents is not None:\n        e[\"cents\"] = cents\n    if target is not None:\n        e[\"target\"] = target\n    return e\n\n\nclass TestNormalBehavior(unittest.TestCase):\n    def test_empty_input_returns_zero(self):\n        self.assertEqual(balance([], A), 0)\n\n    def test_input_is_unordered_processed_by_ascending_seq(self):\n        events = [\n            ev(\"d\", 4, A, \"debit\", 5),\n            ev(\"c\", 1, A, \"credit\", 100),\n            ev(\"c2\", 7, A, \"credit\", 25),\n        ]\n        self.assertEqual(balance(events, A), 120)\n\n    def test_credit_debit_sum_for_requested_account(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"c2\", 2, A, \"credit\", 250),\n            ev(\"d1\", 3, A, \"debit\", 75),\n        ]\n        self.assertEqual(balance(events, A), 275)\n\n    def test_other_accounts_share_the_ledger_but_not_the_balance(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"c2\", 2, B, \"credit\", 9999),\n            ev(\"d1\", 3, A, \"debit\", 25),\n        ]\n        self.assertEqual(balance(events, A), 75)\n        self.assertEqual(balance(events, B), 9999)\n\n    def test_exact_duplicate_delivery_retries_count_once(self):\n        dup = ev(\"c1\", 1, A, \"credit\", 100)\n        events = [dup, dict(dup), ev(\"d1\", 3, A, \"debit\", 20)]\n        self.assertEqual(balance(events, A), 80)\n\n    def test_exact_duplicate_of_reversal_counts_once(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n        ]\n        self.assertEqual(balance(events, A), 0)\n\n    def test_reversal_cancels_target_signed_amount(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"d1\", 2, A, \"debit\", 40),\n            ev(\"r1\", 3, A, \"reverse\", target=\"c1\"),\n            ev(\"r2\", 4, A, \"reverse\", target=\"d1\"),\n        ]\n        self.assertEqual(balance(events, A), 0)\n\n    def test_reversal_in_other_account_does_not_touch_balance(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"c2\", 2, B, \"credit\", 50),\n            ev(\"r1\", 3, B, \"reverse\", target=\"c2\"),\n        ]\n        self.assertEqual(balance(events, A), 100)\n\n    def test_input_is_not_mutated(self):\n        events = [\n            ev(\"c1\", 2, A, \"credit\", 100),\n            ev(\"d1\", 1, A, \"debit\", 3),\n        ]\n        snapshot = [dict(e) for e in events]\n        balance(events, A)\n        self.assertEqual(events, snapshot)\n\n    def test_return_value_is_plain_integer(self):\n        self.assertIsInstance(balance([ev(\"c1\", 1, A, \"credit\", 10)], A), int)\n\n\nclass TestValidation(unittest.TestCase):\n    def test_reverse_does_not_read_cents(self):\n        # Old code did total -= e['cents'] on reversals, which has no cents key.\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n        ]\n        self.assertEqual(balance(events, A), 0)\n\n    def test_reused_id_with_different_content_raises(self):\n        events = [\n            ev(\"x\", 1, A, \"credit\", 10),\n            ev(\"x\", 2, A, \"credit\", 20),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_reused_id_with_different_content_on_another_account_raises(self):\n        events = [\n            ev(\"x\", 1, A, \"credit\", 10),\n            ev(\"x\", 2, B, \"credit\", 10),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_unknown_kind_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"x\", 1, A, \"bonus\", 5)], A)\n\n    def test_unknown_kind_in_other_account_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"x\", 1, B, \"bonus\", 5)], A)\n\n    def test_negative_cents_raises(self):\n        for cents in (-1, -100):\n            with self.assertRaises(ValueError):\n                balance([ev(\"x\", 1, A, \"credit\", cents)], A)\n\n    def test_float_cents_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"x\", 1, A, \"credit\", 1.5)], A)\n\n    def test_bool_cents_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"x\", 1, A, \"credit\", True)], A)\n\n    def test_decimal_string_cents_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"x\", 1, A, \"credit\", \"12\")], A)\n\n    def test_duplicate_seq_across_distinct_events_raises(self):\n        events = [\n            ev(\"a\", 1, A, \"credit\", 10),\n            ev(\"b\", 1, A, \"credit\", 20),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_duplicate_seq_reversal_target_pair_raises(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 10),\n            ev(\"r1\", 1, A, \"reverse\", target=\"c1\"),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_reversal_target_missing_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"r1\", 1, A, \"reverse\", target=\"ghost\")], A)\n\n    def test_reversal_target_later_raises(self):\n        events = [\n            ev(\"r1\", 1, A, \"reverse\", target=\"c1\"),\n            ev(\"c1\", 2, A, \"credit\", 10),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_reversal_target_another_reversal_raises(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 10),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n            ev(\"r2\", 3, A, \"reverse\", target=\"r1\"),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_reversal_target_in_another_account_raises(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 10),\n            ev(\"r1\", 2, B, \"reverse\", target=\"c1\"),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_already_reversed_target_raises(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 10),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n            ev(\"r2\", 3, A, \"reverse\", target=\"c1\"),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_duplicate_id_retry_that_would_alias_a_reversal_is_safe(self):\n        # Delivery retry of the reversal must not count as a second reversal.\n        base = [\n            ev(\"c1\", 1, A, \"credit\", 10),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n            ev(\"c2\", 3, A, \"credit\", 10),\n        ]\n        retry = base + [dict(base[1])]\n        self.assertEqual(balance(base, A), 10)\n        self.assertEqual(balance(retry, A), 10)\n\n\nif __name__ == \"__main__\":\n    unittest.main()",
  "kind": "FileEditorAction"
}
Full event evidence
{
  "id": "a32815f7-971b-4ed0-82db-7c26068f7b3b",
  "timestamp": "2026-10-18T19:59:08.652301",
  "source": "agent",
  "parent_id": "a0cddd3f-fc15-462c-94d4-3d82c8ad9232",
  "thought": [],
  "reasoning_content": null,
  "thinking_blocks": [],
  "action": {
    "command": "create",
    "path": "/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/test_ledger.py",
    "file_text": "import unittest\n\nfrom ledger import balance\n\nA = \"alice\"\nB = \"bob\"\n\n\ndef ev(id_, seq, account, kind, cents=None, target=None):\n    e = {\"id\": id_, \"seq\": seq, \"account\": account, \"kind\": kind}\n    if cents is not None:\n        e[\"cents\"] = cents\n    if target is not None:\n        e[\"target\"] = target\n    return e\n\n\nclass TestNormalBehavior(unittest.TestCase):\n    def test_empty_input_returns_zero(self):\n        self.assertEqual(balance([], A), 0)\n\n    def test_input_is_unordered_processed_by_ascending_seq(self):\n        events = [\n            ev(\"d\", 4, A, \"debit\", 5),\n            ev(\"c\", 1, A, \"credit\", 100),\n            ev(\"c2\", 7, A, \"credit\", 25),\n        ]\n        self.assertEqual(balance(events, A), 120)\n\n    def test_credit_debit_sum_for_requested_account(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"c2\", 2, A, \"credit\", 250),\n            ev(\"d1\", 3, A, \"debit\", 75),\n        ]\n        self.assertEqual(balance(events, A), 275)\n\n    def test_other_accounts_share_the_ledger_but_not_the_balance(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"c2\", 2, B, \"credit\", 9999),\n            ev(\"d1\", 3, A, \"debit\", 25),\n        ]\n        self.assertEqual(balance(events, A), 75)\n        self.assertEqual(balance(events, B), 9999)\n\n    def test_exact_duplicate_delivery_retries_count_once(self):\n        dup = ev(\"c1\", 1, A, \"credit\", 100)\n        events = [dup, dict(dup), ev(\"d1\", 3, A, \"debit\", 20)]\n        self.assertEqual(balance(events, A), 80)\n\n    def test_exact_duplicate_of_reversal_counts_once(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n        ]\n        self.assertEqual(balance(events, A), 0)\n\n    def test_reversal_cancels_target_signed_amount(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"d1\", 2, A, \"debit\", 40),\n            ev(\"r1\", 3, A, \"reverse\", target=\"c1\"),\n            ev(\"r2\", 4, A, \"reverse\", target=\"d1\"),\n        ]\n        self.assertEqual(balance(events, A), 0)\n\n    def test_reversal_in_other_account_does_not_touch_balance(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"c2\", 2, B, \"credit\", 50),\n            ev(\"r1\", 3, B, \"reverse\", target=\"c2\"),\n        ]\n        self.assertEqual(balance(events, A), 100)\n\n    def test_input_is_not_mutated(self):\n        events = [\n            ev(\"c1\", 2, A, \"credit\", 100),\n            ev(\"d1\", 1, A, \"debit\", 3),\n        ]\n        snapshot = [dict(e) for e in events]\n        balance(events, A)\n        self.assertEqual(events, snapshot)\n\n    def test_return_value_is_plain_integer(self):\n        self.assertIsInstance(balance([ev(\"c1\", 1, A, \"credit\", 10)], A), int)\n\n\nclass TestValidation(unittest.TestCase):\n    def test_reverse_does_not_read_cents(self):\n        # Old code did total -= e['cents'] on reversals, which has no cents key.\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n        ]\n        self.assertEqual(balance(events, A), 0)\n\n    def test_reused_id_with_different_content_raises(self):\n        events = [\n            ev(\"x\", 1, A, \"credit\", 10),\n            ev(\"x\", 2, A, \"credit\", 20),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_reused_id_with_different_content_on_another_account_raises(self):\n        events = [\n            ev(\"x\", 1, A, \"credit\", 10),\n            ev(\"x\", 2, B, \"credit\", 10),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_unknown_kind_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"x\", 1, A, \"bonus\", 5)], A)\n\n    def test_unknown_kind_in_other_account_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"x\", 1, B, \"bonus\", 5)], A)\n\n    def test_negative_cents_raises(self):\n        for cents in (-1, -100):\n            with self.assertRaises(ValueError):\n                balance([ev(\"x\", 1, A, \"credit\", cents)], A)\n\n    def test_float_cents_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"x\", 1, A, \"credit\", 1.5)], A)\n\n    def test_bool_cents_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"x\", 1, A, \"credit\", True)], A)\n\n    def test_decimal_string_cents_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"x\", 1, A, \"credit\", \"12\")], A)\n\n    def test_duplicate_seq_across_distinct_events_raises(self):\n        events = [\n            ev(\"a\", 1, A, \"credit\", 10),\n            ev(\"b\", 1, A, \"credit\", 20),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_duplicate_seq_reversal_target_pair_raises(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 10),\n            ev(\"r1\", 1, A, \"reverse\", target=\"c1\"),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_reversal_target_missing_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"r1\", 1, A, \"reverse\", target=\"ghost\")], A)\n\n    def test_reversal_target_later_raises(self):\n        events = [\n            ev(\"r1\", 1, A, \"reverse\", target=\"c1\"),\n            ev(\"c1\", 2, A, \"credit\", 10),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_reversal_target_another_reversal_raises(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 10),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n            ev(\"r2\", 3, A, \"reverse\", target=\"r1\"),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_reversal_target_in_another_account_raises(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 10),\n            ev(\"r1\", 2, B, \"reverse\", target=\"c1\"),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_already_reversed_target_raises(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 10),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n            ev(\"r2\", 3, A, \"reverse\", target=\"c1\"),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_duplicate_id_retry_that_would_alias_a_reversal_is_safe(self):\n        # Delivery retry of the reversal must not count as a second reversal.\n        base = [\n            ev(\"c1\", 1, A, \"credit\", 10),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n            ev(\"c2\", 3, A, \"credit\", 10),\n        ]\n        retry = base + [dict(base[1])]\n        self.assertEqual(balance(base, A), 10)\n        self.assertEqual(balance(retry, A), 10)\n\n\nif __name__ == \"__main__\":\n    unittest.main()",
    "kind": "FileEditorAction"
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    "id": "call_e9c1e5bd486a4ff682539029",
    "name": "file_editor",
    "arguments": "{\"command\": \"create\", \"path\": \"/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/test_ledger.py\", \"file_text\": \"import unittest\\n\\nfrom ledger import balance\\n\\nA = \\\"alice\\\"\\nB = \\\"bob\\\"\\n\\n\\ndef ev(id_, seq, account, kind, cents=None, target=None):\\n    e = {\\\"id\\\": id_, \\\"seq\\\": seq, \\\"account\\\": account, \\\"kind\\\": kind}\\n    if cents is not None:\\n        e[\\\"cents\\\"] = cents\\n    if target is not None:\\n        e[\\\"target\\\"] = target\\n    return e\\n\\n\\nclass TestNormalBehavior(unittest.TestCase):\\n    def test_empty_input_returns_zero(self):\\n        self.assertEqual(balance([], A), 0)\\n\\n    def test_input_is_unordered_processed_by_ascending_seq(self):\\n        events = [\\n            ev(\\\"d\\\", 4, A, \\\"debit\\\", 5),\\n            ev(\\\"c\\\", 1, A, \\\"credit\\\", 100),\\n            ev(\\\"c2\\\", 7, A, \\\"credit\\\", 25),\\n        ]\\n        self.assertEqual(balance(events, A), 120)\\n\\n    def test_credit_debit_sum_for_requested_account(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 100),\\n            ev(\\\"c2\\\", 2, A, \\\"credit\\\", 250),\\n            ev(\\\"d1\\\", 3, A, \\\"debit\\\", 75),\\n        ]\\n        self.assertEqual(balance(events, A), 275)\\n\\n    def test_other_accounts_share_the_ledger_but_not_the_balance(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 100),\\n            ev(\\\"c2\\\", 2, B, \\\"credit\\\", 9999),\\n            ev(\\\"d1\\\", 3, A, \\\"debit\\\", 25),\\n        ]\\n        self.assertEqual(balance(events, A), 75)\\n        self.assertEqual(balance(events, B), 9999)\\n\\n    def test_exact_duplicate_delivery_retries_count_once(self):\\n        dup = ev(\\\"c1\\\", 1, A, \\\"credit\\\", 100)\\n        events = [dup, dict(dup), ev(\\\"d1\\\", 3, A, \\\"debit\\\", 20)]\\n        self.assertEqual(balance(events, A), 80)\\n\\n    def test_exact_duplicate_of_reversal_counts_once(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 100),\\n            ev(\\\"r1\\\", 2, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n            ev(\\\"r1\\\", 2, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n        ]\\n        self.assertEqual(balance(events, A), 0)\\n\\n    def test_reversal_cancels_target_signed_amount(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 100),\\n            ev(\\\"d1\\\", 2, A, \\\"debit\\\", 40),\\n            ev(\\\"r1\\\", 3, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n            ev(\\\"r2\\\", 4, A, \\\"reverse\\\", target=\\\"d1\\\"),\\n        ]\\n        self.assertEqual(balance(events, A), 0)\\n\\n    def test_reversal_in_other_account_does_not_touch_balance(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 100),\\n            ev(\\\"c2\\\", 2, B, \\\"credit\\\", 50),\\n            ev(\\\"r1\\\", 3, B, \\\"reverse\\\", target=\\\"c2\\\"),\\n        ]\\n        self.assertEqual(balance(events, A), 100)\\n\\n    def test_input_is_not_mutated(self):\\n        events = [\\n            ev(\\\"c1\\\", 2, A, \\\"credit\\\", 100),\\n            ev(\\\"d1\\\", 1, A, \\\"debit\\\", 3),\\n        ]\\n        snapshot = [dict(e) for e in events]\\n        balance(events, A)\\n        self.assertEqual(events, snapshot)\\n\\n    def test_return_value_is_plain_integer(self):\\n        self.assertIsInstance(balance([ev(\\\"c1\\\", 1, A, \\\"credit\\\", 10)], A), int)\\n\\n\\nclass TestValidation(unittest.TestCase):\\n    def test_reverse_does_not_read_cents(self):\\n        # Old code did total -= e['cents'] on reversals, which has no cents key.\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 100),\\n            ev(\\\"r1\\\", 2, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n        ]\\n        self.assertEqual(balance(events, A), 0)\\n\\n    def test_reused_id_with_different_content_raises(self):\\n        events = [\\n            ev(\\\"x\\\", 1, A, \\\"credit\\\", 10),\\n            ev(\\\"x\\\", 2, A, \\\"credit\\\", 20),\\n        ]\\n        with self.assertRaises(ValueError):\\n            balance(events, A)\\n\\n    def test_reused_id_with_different_content_on_another_account_raises(self):\\n        events = [\\n            ev(\\\"x\\\", 1, A, \\\"credit\\\", 10),\\n            ev(\\\"x\\\", 2, B, \\\"credit\\\", 10),\\n        ]\\n        with self.assertRaises(ValueError):\\n            balance(events, A)\\n\\n    def test_unknown_kind_raises(self):\\n        with self.assertRaises(ValueError):\\n            balance([ev(\\\"x\\\", 1, A, \\\"bonus\\\", 5)], A)\\n\\n    def test_unknown_kind_in_other_account_raises(self):\\n        with self.assertRaises(ValueError):\\n            balance([ev(\\\"x\\\", 1, B, \\\"bonus\\\", 5)], A)\\n\\n    def test_negative_cents_raises(self):\\n        for cents in (-1, -100):\\n            with self.assertRaises(ValueError):\\n                balance([ev(\\\"x\\\", 1, A, \\\"credit\\\", cents)], A)\\n\\n    def test_float_cents_raises(self):\\n        with self.assertRaises(ValueError):\\n            balance([ev(\\\"x\\\", 1, A, \\\"credit\\\", 1.5)], A)\\n\\n    def test_bool_cents_raises(self):\\n        with self.assertRaises(ValueError):\\n            balance([ev(\\\"x\\\", 1, A, \\\"credit\\\", True)], A)\\n\\n    def test_decimal_string_cents_raises(self):\\n        with self.assertRaises(ValueError):\\n            balance([ev(\\\"x\\\", 1, A, \\\"credit\\\", \\\"12\\\")], A)\\n\\n    def test_duplicate_seq_across_distinct_events_raises(self):\\n        events = [\\n            ev(\\\"a\\\", 1, A, \\\"credit\\\", 10),\\n            ev(\\\"b\\\", 1, A, \\\"credit\\\", 20),\\n        ]\\n        with self.assertRaises(ValueError):\\n            balance(events, A)\\n\\n    def test_duplicate_seq_reversal_target_pair_raises(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 10),\\n            ev(\\\"r1\\\", 1, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n        ]\\n        with self.assertRaises(ValueError):\\n            balance(events, A)\\n\\n    def test_reversal_target_missing_raises(self):\\n        with self.assertRaises(ValueError):\\n            balance([ev(\\\"r1\\\", 1, A, \\\"reverse\\\", target=\\\"ghost\\\")], A)\\n\\n    def test_reversal_target_later_raises(self):\\n        events = [\\n            ev(\\\"r1\\\", 1, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n            ev(\\\"c1\\\", 2, A, \\\"credit\\\", 10),\\n        ]\\n        with self.assertRaises(ValueError):\\n            balance(events, A)\\n\\n    def test_reversal_target_another_reversal_raises(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 10),\\n            ev(\\\"r1\\\", 2, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n            ev(\\\"r2\\\", 3, A, \\\"reverse\\\", target=\\\"r1\\\"),\\n        ]\\n        with self.assertRaises(ValueError):\\n            balance(events, A)\\n\\n    def test_reversal_target_in_another_account_raises(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 10),\\n            ev(\\\"r1\\\", 2, B, \\\"reverse\\\", target=\\\"c1\\\"),\\n        ]\\n        with self.assertRaises(ValueError):\\n            balance(events, A)\\n\\n    def test_already_reversed_target_raises(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 10),\\n            ev(\\\"r1\\\", 2, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n            ev(\\\"r2\\\", 3, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n        ]\\n        with self.assertRaises(ValueError):\\n            balance(events, A)\\n\\n    def test_duplicate_id_retry_that_would_alias_a_reversal_is_safe(self):\\n        # Delivery retry of the reversal must not count as a second reversal.\\n        base = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 10),\\n            ev(\\\"r1\\\", 2, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n            ev(\\\"c2\\\", 3, A, \\\"credit\\\", 10),\\n        ]\\n        retry = base + [dict(base[1])]\\n        self.assertEqual(balance(base, A), 10)\\n        self.assertEqual(balance(retry, A), 10)\\n\\n\\nif __name__ == \\\"__main__\\\":\\n    unittest.main()\"}",
    "origin": "completion"
  },
  "llm_response_id": "gen-1792371526-KpoEQAnA3cLDitVHhkXn",
  "security_risk": "UNKNOWN",
  "summary": "file_editor: {\"command\": \"create\", \"path\": \"/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/test_ledger.py\", \"file_text\": \"import unittest\\n\\nfrom ledger import balance\\n\\nA = \\\"alice\\\"\\nB = \\\"bob\\\"\\n\\n\\ndef ev(id_, seq, account, kind, cents=None, target=None):\\n    e = {\\\"id\\\": id_, \\\"seq\\\": seq, \\\"account\\\": account, \\\"kind\\\": kind}\\n    if cents is not None:\\n        e[\\\"cents\\\"] = cents\\n    if target is not None:\\n        e[\\\"target\\\"] = target\\n    return e\\n\\n\\nclass TestNormalBehavior(unittest.TestCase):\\n    def test_empty_input_returns_zero(self):\\n        self.assertEqual(balance([], A), 0)\\n\\n    def test_input_is_unordered_processed_by_ascending_seq(self):\\n        events = [\\n            ev(\\\"d\\\", 4, A, \\\"debit\\\", 5),\\n            ev(\\\"c\\\", 1, A, \\\"credit\\\", 100),\\n            ev(\\\"c2\\\", 7, A, \\\"credit\\\", 25),\\n        ]\\n        self.assertEqual(balance(events, A), 120)\\n\\n    def test_credit_debit_sum_for_requested_account(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 100),\\n            ev(\\\"c2\\\", 2, A, \\\"credit\\\", 250),\\n            ev(\\\"d1\\\", 3, A, \\\"debit\\\", 75),\\n        ]\\n        self.assertEqual(balance(events, A), 275)\\n\\n    def test_other_accounts_share_the_ledger_but_not_the_balance(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 100),\\n            ev(\\\"c2\\\", 2, B, \\\"credit\\\", 9999),\\n            ev(\\\"d1\\\", 3, A, \\\"debit\\\", 25),\\n        ]\\n        self.assertEqual(balance(events, A), 75)\\n        self.assertEqual(balance(events, B), 9999)\\n\\n    def test_exact_duplicate_delivery_retries_count_once(self):\\n        dup = ev(\\\"c1\\\", 1, A, \\\"credit\\\", 100)\\n        events = [dup, dict(dup), ev(\\\"d1\\\", 3, A, \\\"debit\\\", 20)]\\n        self.assertEqual(balance(events, A), 80)\\n\\n    def test_exact_duplicate_of_reversal_counts_once(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 100),\\n            ev(\\\"r1\\\", 2, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n            ev(\\\"r1\\\", 2, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n        ]\\n        self.assertEqual(balance(events, A), 0)\\n\\n    def test_reversal_cancels_target_signed_amount(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 100),\\n            ev(\\\"d1\\\", 2, A, \\\"debit\\\", 40),\\n            ev(\\\"r1\\\", 3, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n            ev(\\\"r2\\\", 4, A, \\\"reverse\\\", target=\\\"d1\\\"),\\n        ]\\n        self.assertEqual(balance(events, A), 0)\\n\\n    def test_reversal_in_other_account_does_not_touch_balance(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 100),\\n            ev(\\\"c2\\\", 2, B, \\\"credit\\\", 50),\\n            ev(\\\"r1\\\", 3, B, \\\"reverse\\\", target=\\\"c2\\\"),\\n        ]\\n        self.assertEqual(balance(events, A), 100)\\n\\n    def test_input_is_not_mutated(self):\\n        events = [\\n            ev(\\\"c1\\\", 2, A, \\\"credit\\\", 100),\\n            ev(\\\"d1\\\", 1, A, \\\"debit\\\", 3),\\n        ]\\n        snapshot = [dict(e) for e in events]\\n        balance(events, A)\\n        self.assertEqual(events, snapshot)\\n\\n    def test_return_value_is_plain_integer(self):\\n        self.assertIsInstance(balance([ev(\\\"c1\\\", 1, A, \\\"credit\\\", 10)], A), int)\\n\\n\\nclass TestValidation(unittest.TestCase):\\n    def test_reverse_does_not_read_cents(self):\\n        # Old code did total -= e['cents'] on reversals, which has no cents key.\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 100),\\n            ev(\\\"r1\\\", 2, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n        ]\\n        self.assertEqual(balance(events, A), 0)\\n\\n    def test_reused_id_with_different_content_raises(self):\\n        events = [\\n            ev(\\\"x\\\", 1, A, \\\"credit\\\", 10),\\n            ev(\\\"x\\\", 2, A, \\\"credit\\\", 20),\\n        ]\\n        with self.assertRaises(ValueError):\\n            balance(events, A)\\n\\n    def test_reused_id_with_different_content_on_another_account_raises(self):\\n        events = [\\n            ev(\\\"x\\\", 1, A, \\\"credit\\\", 10),\\n            ev(\\\"x\\\", 2, B, \\\"credit\\\", 10),\\n        ]\\n        with self.assertRaises(ValueError):\\n            balance(events, A)\\n\\n    def test_unknown_kind_raises(self):\\n        with self.assertRaises(ValueError):\\n            balance([ev(\\\"x\\\", 1, A, \\\"bonus\\\", 5)], A)\\n\\n    def test_unknown_kind_in_other_account_raises(self):\\n        with self.assertRaises(ValueError):\\n            balance([ev(\\\"x\\\", 1, B, \\\"bonus\\\", 5)], A)\\n\\n    def test_negative_cents_raises(self):\\n        for cents in (-1, -100):\\n            with self.assertRaises(ValueError):\\n                balance([ev(\\\"x\\\", 1, A, \\\"credit\\\", cents)], A)\\n\\n    def test_float_cents_raises(self):\\n        with self.assertRaises(ValueError):\\n            balance([ev(\\\"x\\\", 1, A, \\\"credit\\\", 1.5)], A)\\n\\n    def test_bool_cents_raises(self):\\n        with self.assertRaises(ValueError):\\n            balance([ev(\\\"x\\\", 1, A, \\\"credit\\\", True)], A)\\n\\n    def test_decimal_string_cents_raises(self):\\n        with self.assertRaises(ValueError):\\n            balance([ev(\\\"x\\\", 1, A, \\\"credit\\\", \\\"12\\\")], A)\\n\\n    def test_duplicate_seq_across_distinct_events_raises(self):\\n        events = [\\n            ev(\\\"a\\\", 1, A, \\\"credit\\\", 10),\\n            ev(\\\"b\\\", 1, A, \\\"credit\\\", 20),\\n        ]\\n        with self.assertRaises(ValueError):\\n            balance(events, A)\\n\\n    def test_duplicate_seq_reversal_target_pair_raises(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 10),\\n            ev(\\\"r1\\\", 1, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n        ]\\n        with self.assertRaises(ValueError):\\n            balance(events, A)\\n\\n    def test_reversal_target_missing_raises(self):\\n        with self.assertRaises(ValueError):\\n            balance([ev(\\\"r1\\\", 1, A, \\\"reverse\\\", target=\\\"ghost\\\")], A)\\n\\n    def test_reversal_target_later_raises(self):\\n        events = [\\n            ev(\\\"r1\\\", 1, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n            ev(\\\"c1\\\", 2, A, \\\"credit\\\", 10),\\n        ]\\n        with self.assertRaises(ValueError):\\n            balance(events, A)\\n\\n    def test_reversal_target_another_reversal_raises(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 10),\\n            ev(\\\"r1\\\", 2, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n            ev(\\\"r2\\\", 3, A, \\\"reverse\\\", target=\\\"r1\\\"),\\n        ]\\n        with self.assertRaises(ValueError):\\n            balance(events, A)\\n\\n    def test_reversal_target_in_another_account_raises(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 10),\\n            ev(\\\"r1\\\", 2, B, \\\"reverse\\\", target=\\\"c1\\\"),\\n        ]\\n        with self.assertRaises(ValueError):\\n            balance(events, A)\\n\\n    def test_already_reversed_target_raises(self):\\n        events = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 10),\\n            ev(\\\"r1\\\", 2, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n            ev(\\\"r2\\\", 3, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n        ]\\n        with self.assertRaises(ValueError):\\n            balance(events, A)\\n\\n    def test_duplicate_id_retry_that_would_alias_a_reversal_is_safe(self):\\n        # Delivery retry of the reversal must not count as a second reversal.\\n        base = [\\n            ev(\\\"c1\\\", 1, A, \\\"credit\\\", 10),\\n            ev(\\\"r1\\\", 2, A, \\\"reverse\\\", target=\\\"c1\\\"),\\n            ev(\\\"c2\\\", 3, A, \\\"credit\\\", 10),\\n        ]\\n        retry = base + [dict(base[1])]\\n        self.assertEqual(balance(base, A), 10)\\n        self.assertEqual(balance(retry, A), 10)\\n\\n\\nif __name__ == \\\"__main__\\\":\\n    unittest.main()\"}",
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}

Tool result: file_editor

File created successfully at: /Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/test_ledger.py
Full event evidence
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  "id": "3d88a186-905c-4f68-aae3-30a7fd0d5a2e",
  "timestamp": "2026-10-18T19:59:08.662263",
  "source": "environment",
  "parent_id": "a32815f7-971b-4ed0-82db-7c26068f7b3b",
  "tool_name": "file_editor",
  "tool_call_id": "call_e9c1e5bd486a4ff682539029",
  "observation": {
    "content": [
      {
        "cache_prompt": false,
        "type": "text",
        "text": "File created successfully at: /Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/test_ledger.py"
      }
    ],
    "is_error": false,
    "command": "create",
    "path": "/Users/instructor/Code/harness-engineering/experiments/workshop4-substitutes-20261018/runs/ledger-flash-01/workspace/test_ledger.py",
    "prev_exist": false,
    "new_content": "import unittest\n\nfrom ledger import balance\n\nA = \"alice\"\nB = \"bob\"\n\n\ndef ev(id_, seq, account, kind, cents=None, target=None):\n    e = {\"id\": id_, \"seq\": seq, \"account\": account, \"kind\": kind}\n    if cents is not None:\n        e[\"cents\"] = cents\n    if target is not None:\n        e[\"target\"] = target\n    return e\n\n\nclass TestNormalBehavior(unittest.TestCase):\n    def test_empty_input_returns_zero(self):\n        self.assertEqual(balance([], A), 0)\n\n    def test_input_is_unordered_processed_by_ascending_seq(self):\n        events = [\n            ev(\"d\", 4, A, \"debit\", 5),\n            ev(\"c\", 1, A, \"credit\", 100),\n            ev(\"c2\", 7, A, \"credit\", 25),\n        ]\n        self.assertEqual(balance(events, A), 120)\n\n    def test_credit_debit_sum_for_requested_account(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"c2\", 2, A, \"credit\", 250),\n            ev(\"d1\", 3, A, \"debit\", 75),\n        ]\n        self.assertEqual(balance(events, A), 275)\n\n    def test_other_accounts_share_the_ledger_but_not_the_balance(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"c2\", 2, B, \"credit\", 9999),\n            ev(\"d1\", 3, A, \"debit\", 25),\n        ]\n        self.assertEqual(balance(events, A), 75)\n        self.assertEqual(balance(events, B), 9999)\n\n    def test_exact_duplicate_delivery_retries_count_once(self):\n        dup = ev(\"c1\", 1, A, \"credit\", 100)\n        events = [dup, dict(dup), ev(\"d1\", 3, A, \"debit\", 20)]\n        self.assertEqual(balance(events, A), 80)\n\n    def test_exact_duplicate_of_reversal_counts_once(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n        ]\n        self.assertEqual(balance(events, A), 0)\n\n    def test_reversal_cancels_target_signed_amount(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"d1\", 2, A, \"debit\", 40),\n            ev(\"r1\", 3, A, \"reverse\", target=\"c1\"),\n            ev(\"r2\", 4, A, \"reverse\", target=\"d1\"),\n        ]\n        self.assertEqual(balance(events, A), 0)\n\n    def test_reversal_in_other_account_does_not_touch_balance(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"c2\", 2, B, \"credit\", 50),\n            ev(\"r1\", 3, B, \"reverse\", target=\"c2\"),\n        ]\n        self.assertEqual(balance(events, A), 100)\n\n    def test_input_is_not_mutated(self):\n        events = [\n            ev(\"c1\", 2, A, \"credit\", 100),\n            ev(\"d1\", 1, A, \"debit\", 3),\n        ]\n        snapshot = [dict(e) for e in events]\n        balance(events, A)\n        self.assertEqual(events, snapshot)\n\n    def test_return_value_is_plain_integer(self):\n        self.assertIsInstance(balance([ev(\"c1\", 1, A, \"credit\", 10)], A), int)\n\n\nclass TestValidation(unittest.TestCase):\n    def test_reverse_does_not_read_cents(self):\n        # Old code did total -= e['cents'] on reversals, which has no cents key.\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 100),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n        ]\n        self.assertEqual(balance(events, A), 0)\n\n    def test_reused_id_with_different_content_raises(self):\n        events = [\n            ev(\"x\", 1, A, \"credit\", 10),\n            ev(\"x\", 2, A, \"credit\", 20),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_reused_id_with_different_content_on_another_account_raises(self):\n        events = [\n            ev(\"x\", 1, A, \"credit\", 10),\n            ev(\"x\", 2, B, \"credit\", 10),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_unknown_kind_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"x\", 1, A, \"bonus\", 5)], A)\n\n    def test_unknown_kind_in_other_account_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"x\", 1, B, \"bonus\", 5)], A)\n\n    def test_negative_cents_raises(self):\n        for cents in (-1, -100):\n            with self.assertRaises(ValueError):\n                balance([ev(\"x\", 1, A, \"credit\", cents)], A)\n\n    def test_float_cents_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"x\", 1, A, \"credit\", 1.5)], A)\n\n    def test_bool_cents_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"x\", 1, A, \"credit\", True)], A)\n\n    def test_decimal_string_cents_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"x\", 1, A, \"credit\", \"12\")], A)\n\n    def test_duplicate_seq_across_distinct_events_raises(self):\n        events = [\n            ev(\"a\", 1, A, \"credit\", 10),\n            ev(\"b\", 1, A, \"credit\", 20),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_duplicate_seq_reversal_target_pair_raises(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 10),\n            ev(\"r1\", 1, A, \"reverse\", target=\"c1\"),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_reversal_target_missing_raises(self):\n        with self.assertRaises(ValueError):\n            balance([ev(\"r1\", 1, A, \"reverse\", target=\"ghost\")], A)\n\n    def test_reversal_target_later_raises(self):\n        events = [\n            ev(\"r1\", 1, A, \"reverse\", target=\"c1\"),\n            ev(\"c1\", 2, A, \"credit\", 10),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_reversal_target_another_reversal_raises(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 10),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n            ev(\"r2\", 3, A, \"reverse\", target=\"r1\"),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_reversal_target_in_another_account_raises(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 10),\n            ev(\"r1\", 2, B, \"reverse\", target=\"c1\"),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_already_reversed_target_raises(self):\n        events = [\n            ev(\"c1\", 1, A, \"credit\", 10),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n            ev(\"r2\", 3, A, \"reverse\", target=\"c1\"),\n        ]\n        with self.assertRaises(ValueError):\n            balance(events, A)\n\n    def test_duplicate_id_retry_that_would_alias_a_reversal_is_safe(self):\n        # Delivery retry of the reversal must not count as a second reversal.\n        base = [\n            ev(\"c1\", 1, A, \"credit\", 10),\n            ev(\"r1\", 2, A, \"reverse\", target=\"c1\"),\n            ev(\"c2\", 3, A, \"credit\", 10),\n        ]\n        retry = base + [dict(base[1])]\n        self.assertEqual(balance(base, A), 10)\n        self.assertEqual(balance(retry, A), 10)\n\n\nif __name__ == \"__main__\":\n    unittest.main()",
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Tool request: terminal

{
  "command": "python3 -m unittest test_ledger -v 2>&1",
  "is_input": false,
  "reset": false,
  "kind": "TerminalAction"
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Full event evidence
{
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  "timestamp": "2026-10-18T19:59:11.797384",
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Tool result: terminal

test_credit_debit_sum_for_requested_account (test_ledger.TestNormalBehavior.test_credit_debit_sum_for_requested_account) ... ok
test_empty_input_returns_zero (test_ledger.TestNormalBehavior.test_empty_input_returns_zero) ... ok
test_exact_duplicate_delivery_retries_count_once (test_ledger.TestNormalBehavior.test_exact_duplicate_delivery_retries_count_once) ... ok
test_exact_duplicate_of_reversal_counts_once (test_ledger.TestNormalBehavior.test_exact_duplicate_of_reversal_counts_once) ... ok
test_input_is_not_mutated (test_ledger.TestNormalBehavior.test_input_is_not_mutated) ... ok
test_input_is_unordered_processed_by_ascending_seq (test_ledger.TestNormalBehavior.test_input_is_unordered_processed_by_ascending_seq) ... ok
test_other_accounts_share_the_ledger_but_not_the_balance (test_ledger.TestNormalBehavior.test_other_accounts_share_the_ledger_but_not_the_balance) ... ok
test_return_value_is_plain_integer (test_ledger.TestNormalBehavior.test_return_value_is_plain_integer) ... ok
test_reversal_cancels_target_signed_amount (test_ledger.TestNormalBehavior.test_reversal_cancels_target_signed_amount) ... ok
test_reversal_in_other_account_does_not_touch_balance (test_ledger.TestNormalBehavior.test_reversal_in_other_account_does_not_touch_balance) ... ok
test_already_reversed_target_raises (test_ledger.TestValidation.test_already_reversed_target_raises) ... ok
test_bool_cents_raises (test_ledger.TestValidation.test_bool_cents_raises) ... ok
test_decimal_string_cents_raises (test_ledger.TestValidation.test_decimal_string_cents_raises) ... ok
test_duplicate_id_retry_that_would_alias_a_reversal_is_safe (test_ledger.TestValidation.test_duplicate_id_retry_that_would_alias_a_reversal_is_safe) ... ok
test_duplicate_seq_across_distinct_events_raises (test_ledger.TestValidation.test_duplicate_seq_across_distinct_events_raises) ... ok
test_duplicate_seq_reversal_target_pair_raises (test_ledger.TestValidation.test_duplicate_seq_reversal_target_pair_raises) ... ok
test_float_cents_raises (test_ledger.TestValidation.test_float_cents_raises) ... ok
test_negative_cents_raises (test_ledger.TestValidation.test_negative_cents_raises) ... ok
test_reused_id_with_different_content_on_another_account_raises (test_ledger.TestValidation.test_reused_id_with_different_content_on_another_account_raises) ... ok
test_reused_id_with_different_content_raises (test_ledger.TestValidation.test_reused_id_with_different_content_raises) ... ok
test_reversal_target_another_reversal_raises (test_ledger.TestValidation.test_reversal_target_another_reversal_raises) ... ok
test_reversal_target_in_another_account_raises (test_ledger.TestValidation.test_reversal_target_in_another_account_raises) ... ok
test_reversal_target_later_raises (test_ledger.TestValidation.test_reversal_target_later_raises) ... ok
test_reversal_target_missing_raises (test_ledger.TestValidation.test_reversal_target_missing_raises) ... ok
test_reverse_does_not_read_cents (test_ledger.TestValidation.test_reverse_does_not_read_cents) ... ok
test_unknown_kind_in_other_account_raises (test_ledger.TestValidation.test_unknown_kind_in_other_account_raises) ... ok
test_unknown_kind_raises (test_ledger.TestValidation.test_unknown_kind_raises) ... ok

----------------------------------------------------------------------
Ran 27 tests in 0.000s

OK
Full event evidence
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  "timestamp": "2026-10-18T19:59:12.594498",
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  "parent_id": "36e1fb4c-6c81-4f27-9639-5004a4e61f39",
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      {
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        "type": "text",
        "text": "test_credit_debit_sum_for_requested_account (test_ledger.TestNormalBehavior.test_credit_debit_sum_for_requested_account) ... ok\ntest_empty_input_returns_zero (test_ledger.TestNormalBehavior.test_empty_input_returns_zero) ... ok\ntest_exact_duplicate_delivery_retries_count_once (test_ledger.TestNormalBehavior.test_exact_duplicate_delivery_retries_count_once) ... ok\ntest_exact_duplicate_of_reversal_counts_once (test_ledger.TestNormalBehavior.test_exact_duplicate_of_reversal_counts_once) ... ok\ntest_input_is_not_mutated (test_ledger.TestNormalBehavior.test_input_is_not_mutated) ... ok\ntest_input_is_unordered_processed_by_ascending_seq (test_ledger.TestNormalBehavior.test_input_is_unordered_processed_by_ascending_seq) ... ok\ntest_other_accounts_share_the_ledger_but_not_the_balance (test_ledger.TestNormalBehavior.test_other_accounts_share_the_ledger_but_not_the_balance) ... ok\ntest_return_value_is_plain_integer (test_ledger.TestNormalBehavior.test_return_value_is_plain_integer) ... ok\ntest_reversal_cancels_target_signed_amount (test_ledger.TestNormalBehavior.test_reversal_cancels_target_signed_amount) ... ok\ntest_reversal_in_other_account_does_not_touch_balance (test_ledger.TestNormalBehavior.test_reversal_in_other_account_does_not_touch_balance) ... ok\ntest_already_reversed_target_raises (test_ledger.TestValidation.test_already_reversed_target_raises) ... ok\ntest_bool_cents_raises (test_ledger.TestValidation.test_bool_cents_raises) ... ok\ntest_decimal_string_cents_raises (test_ledger.TestValidation.test_decimal_string_cents_raises) ... ok\ntest_duplicate_id_retry_that_would_alias_a_reversal_is_safe (test_ledger.TestValidation.test_duplicate_id_retry_that_would_alias_a_reversal_is_safe) ... ok\ntest_duplicate_seq_across_distinct_events_raises (test_ledger.TestValidation.test_duplicate_seq_across_distinct_events_raises) ... ok\ntest_duplicate_seq_reversal_target_pair_raises (test_ledger.TestValidation.test_duplicate_seq_reversal_target_pair_raises) ... ok\ntest_float_cents_raises (test_ledger.TestValidation.test_float_cents_raises) ... ok\ntest_negative_cents_raises (test_ledger.TestValidation.test_negative_cents_raises) ... ok\ntest_reused_id_with_different_content_on_another_account_raises (test_ledger.TestValidation.test_reused_id_with_different_content_on_another_account_raises) ... ok\ntest_reused_id_with_different_content_raises (test_ledger.TestValidation.test_reused_id_with_different_content_raises) ... ok\ntest_reversal_target_another_reversal_raises (test_ledger.TestValidation.test_reversal_target_another_reversal_raises) ... ok\ntest_reversal_target_in_another_account_raises (test_ledger.TestValidation.test_reversal_target_in_another_account_raises) ... ok\ntest_reversal_target_later_raises (test_ledger.TestValidation.test_reversal_target_later_raises) ... ok\ntest_reversal_target_missing_raises (test_ledger.TestValidation.test_reversal_target_missing_raises) ... ok\ntest_reverse_does_not_read_cents (test_ledger.TestValidation.test_reverse_does_not_read_cents) ... ok\ntest_unknown_kind_in_other_account_raises (test_ledger.TestValidation.test_unknown_kind_in_other_account_raises) ... ok\ntest_unknown_kind_raises (test_ledger.TestValidation.test_unknown_kind_raises) ... ok\n\n----------------------------------------------------------------------\nRan 27 tests in 0.000s\n\nOK"
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ConversationStateUpdateEvent
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Tool request: terminal

{
  "command": "grep -n \"^def balance\" ledger.py && python3 -c \"import inspect, ledger; print(inspect.signature(ledger.balance)); print('module imports:', ledger.__imports__ if hasattr(ledger,'__imports__') else 'stdlib only / no non-stdlib imports')\" && python3 -m unittest test_ledger 2>&1 | tail -3",
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Full event evidence
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Tool result: terminal

4:def balance(events, account):
(events, account)
module imports: stdlib only / no non-stdlib imports
Ran 27 tests in 0.000s

OK
Full event evidence
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        "text": "4:def balance(events, account):\n(events, account)\nmodule imports: stdlib only / no non-stdlib imports\nRan 27 tests in 0.000s\n\nOK"
      }
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Agent

Repaired `ledger.py` to implement CONTRACT.md and added `test_ledger.py` (27 stdlib-unittest tests).

Defects fixed: reversals read a nonexistent `cents` key; no validation of kinds, cents, duplicate seq, or reuse-id-with-different-content; reversal targets (missing/later/reversal/cross-account/already-reversed) never checked; other-account events not validated.

Repairs: full-driven two-pass validation (by_id for reuse, by_seq for dup seq) across all accounts; exact retries deduped so a reversal retry can't double-cancel; cents must be `int` ≥ 0 (booleans/strings/floats/negatives rejected); reversals cancel the target's signed amount and enforce every target rule from the contract. Signature `balance(events, account)` preserved, CONTRACT.md untouched, no input mutation, stdlib only.

Commands and observed results:
- `python3 -m unittest test_ledger -v` → Ran 27 tests in 0.000s, OK
- `python3 -c "import inspect, ledger; print(inspect.signature(ledger.balance))"` → `(events, account)`
- `python3 -m unittest test_ledger` → Ran 27 tests in 0.000s, OK

No network access or third-party dependencies used.
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