A language-agnostic conformance suite is the most powerful thing you can hand a coding agent, because the whole instruction becomes: write code until these tests pass.

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Our reading — they may agree, disagree or merely touch the same thing. Closest first: a shared subject counts for most, then how near the wording is.

• A passing test suite is not evidence that the software works, so an agent must also be made to start the thing and exercise it the way a person would. SWSimon Willison19 Mar 2026similar wording
• Agent-written code that runs and passes its tests is not enough: security, maintainability and being able to roll it back still need humans in the loop. TFTony Fadell7 Jun 2026similar wording
• Translating software from one programming language to another is where coding agents already excel, because the existing code is a perfect specification. JDJeff Dean30 Jul 2026similar wording
• In an agent-written codebase the agent-written tests are equally untrustworthy; manually using the product is the only reliable measure of whether it works. MZMario Zechner25 Mar 2026similar wording
• The code today’s models and agents write is very hard to follow: you get better performance without knowing why, and no way to fix it when it breaks. ESElizabeth Stone19 Jul 2026similar wording

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