Tag: testing4
← All ArticlesYour coding agent should watch its own work run
Your coding agent should watch its own work run: browser automation like Playwright turns 'it should work' into 'I watched it work' with evidence attached.
"All tests pass" is a warning, not a clearance
Why a green test suite after a schema change should trigger suspicion, not confidence. A verification methodology that catches what tests structurally cannot —
Bidirectional Learning in Synthesis Coding: When Human and AI Teach Each Other
Bidirectional learning in synthesis coding: humans teach AI through context, prompts, and review; AI teaches back by surfacing blind spots and edge cases.
Systematic Quality Standards: The Second Pillar of Synthesis Coding
AI-generated code should meet the same quality standards as human-written code — and in practice the bar should be higher, because AI scales the cost of letting