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Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Where to put new files:
my-awesome-articleHow to merge your changes:
Code examples for the AI Engineering Skills: Prompt, Context, Harness, Loop tutorial. Files live in the
ai-engineering-layers/top-level folder, named after the article slug.The project is a small Flask checkout API that's broken on purpose (four bugs, five failing tests), plus
loop.py, which hands the failures to Claude Code one test at a time. Verified locally with Python 3.12.3, flask==3.1.3, and pytest==9.1.1:python -m pytest -qgives 5 failed, andloop.pywith a stand-inclaudereaches all tests passing after 4 runs. Running it for real needs a logged-in Claude Code (flags match 2.1.308).Please don't fix the app's bugs in review: they're the demo.
🤖 Generated with Claude Code