cyberneticlibrary

Ensure implementation Always Works

awcommandsetup L13
danmindru/pretext-changed-the-internet
What it does

Verify implementation completeness with systematic testing

Best for

Ensuring AI-generated code changes actually work in production before shipping user-facing features.

Inputs
  • · feature_description
Outputs
  • · test_results
  • · verification_report
Requires
  • · test_runner
Preconditions
  • · code_changes_implemented
Failure modes
  • · Test suite fails
  • · GUI verification inconclusive
Trust signals
  • · 30_second_reality_check_framework
  • · embarrassment_test_defined