Engineering posts
4 posts in this category.
Agent Frameworks: Find the Failing Boundary
Decide which part of your agent architecture needs to change. Work through approval, retries, and duplicate delivery with a failure drill and decision worksheet.
AI Agent Retries: Prevent Duplicate Actions
Make AI agent retries safe with receiver-enforced idempotency. Run a Python crash lab, reproduce duplicate comments, and test recovery after an external write.
How to Compare Coding Agents on Your Repository
Compare Cursor, Claude Code, or other coding agents on your repository with a shared baseline, reusable task brief, and scorecard for correctness and review time.
Build a Git Repository Briefing with Python
Build a useful Git repository briefing with a read-only Python collector, explicit commit boundaries, and a sourced review queue. Includes a runnable script.