7 min read
How to Stop Reviewing Agent-Written Code
A multi-agent quality pipeline that replaces routine line-by-line review with executable evidence and deterministic gates.
Blog posts tagged
AUTOMATIONPage 1
7 min read
Let an Open-Weight Model Audit Your Code, but Do Not Give It the Keys
How to run a nightly AI security audit without giving the model credentials, production access or authority to merge its own fixes.
6 min read
Require Evidence for AI-Generated Code
Use explicit acceptance criteria, test results, risk-based review and production feedback before accepting AI-generated changes.
6 min read
Update Jira releases from GitHub releases with GitHub Actions
Use one GitHub Actions workflow to create a release tag and another to mark the matching Jira version released.
6 min read
Automating Rollbar Bug Fixes with Codex App Daily Runs
How I combined Rollbar CLI queries, Codex skills, and a daily automation to turn fresh production errors into fix PRs.
5 min read
Ralph Wiggum loops with Codex: run iterative agent passes until done
How to adapt the Ralph Wiggum loop pattern popularised in Claude Code to Codex using repeatable, bounded non-interactive runs.
4 min read
Using Agent Skills with AI Agentic Coding: A Practical Workflow
A practical guide to structuring skills so AI coding agents produce faster, safer, and more reproducible software delivery.
3 min read
AI and the Vanishing Cost of Intelligence
How artificial intelligence is relentlessly compressing the cost of intelligence and what it means when it effectively reaches zero.