Classroom index | Originals and full outcomes
04G | Pro counter
Read the full outcome matrix before this selected trace
Read-only historical evidence. Original commands are never executed by the archive. Original published teaching history, with additional privacy-only redactions of ambient context and device metadata. No new run.
ConversationStateUpdateEvent
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"inputs": [],
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},
{
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{
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}SystemPromptEvent
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"tools": [
{
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{
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},
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{
"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",
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"destructiveHint": false,
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},
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{
"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.",
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},
{
"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",
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{
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}
],
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}You
Debug the async race in toyapp/async_jobs.py. Fifty concurrent jobs must reliably produce 50. Simulated async work must remain concurrent rather than being serialized behind one long lock.
Do not modify tests. Work only inside the current repository. Before finishing, run /Users/instructor/Code/odsc-workshop/.workshop-venv/bin/python -m pytest -q, inspect the final git status and diff, and report files changed, checks run, and remaining uncertainty. Do not install dependencies or make git commits.
Full event evidence
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"timestamp": "2026-10-17T16:36:53.652059",
"source": "user",
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"text": "Debug the async race in toyapp/async_jobs.py. Fifty concurrent jobs must reliably produce 50. Simulated async work must remain concurrent rather than being serialized behind one long lock.\n\nDo not modify tests. Work only inside the current repository. Before finishing, run /Users/instructor/Code/odsc-workshop/.workshop-venv/bin/python -m pytest -q, inspect the final git status and diff, and report files changed, checks run, and remaining uncertainty. Do not install dependencies or make git commits."
}
],
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},
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"kind": "MessageEvent"
}ConversationStateUpdateEvent
{
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"source": "environment",
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"key": "last_user_message_id",
"value": "8824a356-4a40-4931-b6fc-629ff4986cc5",
"kind": "ConversationStateUpdateEvent"
}ConversationStateUpdateEvent
{
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"key": "execution_status",
"value": "running",
"kind": "ConversationStateUpdateEvent"
}Tool request: terminal
{
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"is_input": false,
"reset": false,
"kind": "TerminalAction"
}Full event evidence
{
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"source": "agent",
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"origin": "completion"
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"summary": "List repo contents and Python files",
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}Tool result: terminal
total 16
drwxr-xr-x@ 7 instructor staff 224 Oct 17 16:31 .
drwxr-xr-x@ 27 instructor staff 864 Oct 17 16:31 ..
drwxr-xr-x@ 12 instructor staff 384 Oct 17 16:31 .git
-rw-r--r--@ 1 instructor staff 41 Oct 17 16:31 .gitignore
-rw-r--r--@ 1 instructor staff 195 Oct 17 14:50 README.md
drwxr-xr-x@ 3 instructor staff 96 Oct 17 14:50 tests
drwxr-xr-x@ 5 instructor staff 160 Oct 17 16:36 toyapp
---TOYAPP---
./tests/test_async_jobs.py
./toyapp/__init__.py
./toyapp/async_jobs.py
Full event evidence
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{
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"text": "total 16\ndrwxr-xr-x@ 7 instructor staff 224 Oct 17 16:31 .\ndrwxr-xr-x@ 27 instructor staff 864 Oct 17 16:31 ..\ndrwxr-xr-x@ 12 instructor staff 384 Oct 17 16:31 .git\n-rw-r--r--@ 1 instructor staff 41 Oct 17 16:31 .gitignore\n-rw-r--r--@ 1 instructor staff 195 Oct 17 14:50 README.md\ndrwxr-xr-x@ 3 instructor staff 96 Oct 17 14:50 tests\ndrwxr-xr-x@ 5 instructor staff 160 Oct 17 16:36 toyapp\n---TOYAPP---\n./tests/test_async_jobs.py\n./toyapp/__init__.py\n./toyapp/async_jobs.py"
}
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"is_error": false,
"command": "cd /Users/instructor/Code/odsc-runs/session-20261017-163134-615d65/w4-stronger-async && ls -la && echo \"---TOYAPP---\" && find . -path ./node_modules -prune -o -name '*.py' -print 2>/dev/null | head -50",
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}ConversationStateUpdateEvent
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}Tool request: terminal
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}Full event evidence
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=== async_jobs.py ===
1 from __future__ import annotations
2
3 import asyncio
4
5 WORK_DELAY_SECONDS = 0.005
6
7
8 class AsyncCounter:
9 def __init__(self) -> None:
10 self.value = 0
11
12 async def increment(self) -> None:
13 await asyncio.sleep(WORK_DELAY_SECONDS)
14 current = self.value
15 await asyncio.sleep(0)
16 self.value = current + 1
17
18
19 async def run_batch(size: int) -> int:
20 counter = AsyncCounter()
21 await asyncio.gather(*(counter.increment() for _ in range(size)))
22 return counter.value
23
24
25 def run_batch_sync(size: int) -> int:
26 return asyncio.run(run_batch(size))
=== test_async_jobs.py ===
1 import asyncio
2 import time
3
4 from toyapp.async_jobs import run_batch
5
6
7 async def _run_batch_with_elapsed(size: int) -> tuple[int, float]:
8 started = time.perf_counter()
9 result = await run_batch(size)
10 return result, time.perf_counter() - started
11
12
13 def test_run_batch_counts_every_increment() -> None:
14 assert asyncio.run(run_batch(50)) == 50
15
16
17 def test_run_batch_keeps_work_concurrent() -> None:
18 result, elapsed = asyncio.run(_run_batch_with_elapsed(30))
19 assert result == 30
20 assert elapsed < 0.08
=== __init__.py ===
"""Toy application package for the model routing lesson."""
__all__ = ["__version__"]
__version__ = "0.1.0"
=== README ===
# Workshop async fixture
This small package contains one intentional defect. Inspect the source and tests.
Run `python -m pytest -q` from this directory using the prepared workshop interpreter.Full event evidence
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FF [100%]
=========================================================================================================================== FAILURES ===========================================================================================================================
____________________________________________________________________________________________________________ test_run_batch_counts_every_increment _____________________________________________________________________________________________________________
def test_run_batch_counts_every_increment() -> None:
> assert asyncio.run(run_batch(50)) == 50
E assert 1 == 50
E + where 1 = <function run at 0x109109380>(<coroutine object run_batch at 0x1093444f0>)
E + where <function run at 0x109109380> = asyncio.run
E + and <coroutine object run_batch at 0x1093444f0> = run_batch(50)
tests/test_async_jobs.py:14: AssertionError
_____________________________________________________________________________________________________________ test_run_batch_keeps_work_concurrent _____________________________________________________________________________________________________________
def test_run_batch_keeps_work_concurrent() -> None:
result, elapsed = asyncio.run(_run_batch_with_elapsed(30))
> assert result == 30
E assert 1 == 30
tests/test_async_jobs.py:19: AssertionError
=================================================================================================================== short test summary info ====================================================================================================================
FAILED tests/test_async_jobs.py::test_run_batch_counts_every_increment - assert 1 == 50
FAILED tests/test_async_jobs.py::test_run_batch_keeps_work_concurrent - assert 1 == 30
2 failed in 0.03sFull event evidence
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Review the changes and make sure they are as expected. Edit the file again if necessary.Full event evidence
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On branch master
Changes not staged for commit:
(use "git add <file>..." to update what will be committed)
(use "git restore <file>..." to discard changes in working directory)
modified: toyapp/async_jobs.py
no changes added to commit (use "git add" and/or "git commit -a")
=== DIFF ===
diff --git a/toyapp/async_jobs.py b/toyapp/async_jobs.py
index 6aebafa..71baacc 100644
--- a/toyapp/async_jobs.py
+++ b/toyapp/async_jobs.py
@@ -11,9 +11,7 @@ class AsyncCounter:
async def increment(self) -> None:
await asyncio.sleep(WORK_DELAY_SECONDS)
- current = self.value
- await asyncio.sleep(0)
- self.value = current + 1
+ self.value += 1
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Both tests pass and the diff is clean and minimal.
## Summary
**Root cause** — a read-modify-write race across an `await` boundary in `AsyncCounter.increment()`:
```python
current = self.value # every task reads 0 before any writes
await asyncio.sleep(0) # yields to the event loop here
self.value = current + 1 # all write 0 + 1 = 1
```
All 50 coroutines read `current = 0` during the `sleep(0)` yield, so the final value collapsed to `1` instead of `50`.
**Fix** — removed the `await asyncio.sleep(0)` between the read and write, making the increment atomic:
```python
async def increment(self) -> None:
await asyncio.sleep(WORK_DELAY_SECONDS) # simulated work, still concurrent
self.value += 1 # atomic: no await between read/write
```
Key design point: I kept `await asyncio.sleep(WORK_DELAY_SECONDS)` as-is because that's the *simulated concurrent work* — it must overlap. The elapsed-time test (`< 0.08s` for 30 jobs) rules out the naive approach of wrapping the whole body in an `asyncio.Lock`, which would serialize the sleeps to `30 × 0.005 = 0.15s`. The correct fix is to keep the work concurrent and make only the tiny critical section (the increment itself) atomic, which is free in a single-threaded cooperative event loop as long as there's no `await` between read and write.
**Files changed** — `toyapp/async_jobs.py` (only the `increment` method, 3 lines → 1).
**Checks run** — `python -m pytest -q` with the workshop interpreter → `2 passed in 0.02s`.
**Remaining uncertainty** — none. The fix is deterministic: it relies on the event loop's cooperative single-threaded model (no `await` during the increment ⇒ atomic), so both the 50-count and the concurrency-timing guarantees hold unconditionally. No tests were modified, no dependencies installed, no commits made.Full event evidence
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"text": "Both tests pass and the diff is clean and minimal.\n\n## Summary\n\n**Root cause** — a read-modify-write race across an `await` boundary in `AsyncCounter.increment()`:\n\n```python\ncurrent = self.value # every task reads 0 before any writes\nawait asyncio.sleep(0) # yields to the event loop here\nself.value = current + 1 # all write 0 + 1 = 1\n```\n\nAll 50 coroutines read `current = 0` during the `sleep(0)` yield, so the final value collapsed to `1` instead of `50`.\n\n**Fix** — removed the `await asyncio.sleep(0)` between the read and write, making the increment atomic:\n\n```python\nasync def increment(self) -> None:\n await asyncio.sleep(WORK_DELAY_SECONDS) # simulated work, still concurrent\n self.value += 1 # atomic: no await between read/write\n```\n\nKey design point: I kept `await asyncio.sleep(WORK_DELAY_SECONDS)` as-is because that's the *simulated concurrent work* — it must overlap. The elapsed-time test (`< 0.08s` for 30 jobs) rules out the naive approach of wrapping the whole body in an `asyncio.Lock`, which would serialize the sleeps to `30 × 0.005 = 0.15s`. The correct fix is to keep the work concurrent and make only the tiny critical section (the increment itself) atomic, which is free in a single-threaded cooperative event loop as long as there's no `await` between read and write.\n\n**Files changed** — `toyapp/async_jobs.py` (only the `increment` method, 3 lines → 1).\n\n**Checks run** — `python -m pytest -q` with the workshop interpreter → `2 passed in 0.02s`.\n\n**Remaining uncertainty** — none. The fix is deterministic: it relies on the event loop's cooperative single-threaded model (no `await` during the increment ⇒ atomic), so both the 50-count and the concurrency-timing guarantees hold unconditionally. No tests were modified, no dependencies installed, no commits made."
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