Tag:software-testing

All the articles with the tag "software-testing".

• From Brief to Rendered Animation: Making an AI Media Pipeline Inspectable

  Published:8 Aug, 2026

  • 7 min read

  A failed scene edit shows why reliable AI video systems need approved scripts, timed artifacts, deterministic fallbacks, and media read-back.

• I Stopped Prompting Claude Code and Started Engineering the Loop

  Published:14 Jan, 2026

  • 16 min read

  A green test suite missed an integration seam; a frozen mutation experiment shows how repository rules, executable checks, scoped review, and replay state make agentic work more inspectable.