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mypy

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// recent coverage 5 mentions

13:21
2026-08-21
dev.to
large-language-models

Batch AI: I Spent 10M Tokens Refactoring a Codebase

A developer used MonkeyCode's free 10-million-token allowance to batch-annotate a legacy Python codebase with type hints, completing in one weekend what would have taken days by hand. The script sent …

15:15
2026-06-20
tacoda.medium.com
ai-agents

Sensors: The Other Half of the Harness

An engineer argues that agent harnesses for AI coding agents need more than just rules; they require 'sensors'—automated checks that enforce rules. The engineer describes a four-line shell script that…

08:32
2026-06-14
dev.to
developer-tools

Not Every Lint Warning Is Cosmetic

A developer working on Python backend cleanup tasks with pylint, flake8, and mypy discovered that seemingly cosmetic lint warnings often reveal hidden contracts in the code. Four cases—enum naming, fu…

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