The agent-native software factory
Guides on building, governing, and scaling an agent-native software factory, plus write-ups of the podcasts and talks behind the ideas.
Within Testing & Review
AI Coding Agents
Testing
Accessibility testing with coding agents
Accessibility testing with coding agents combines deterministic scans, keyboard flows, semantic inspection, and human review. Build useful evidence into every UI change.
Read articleEngineering Management
Testing
How to evaluate coding agents on your codebase
Evaluate coding agents with representative tasks, reproducible environments, independent acceptance checks, and a record of cost and human intervention.
Read articleAI Coding Agents
Testing
Finding the cause of flaky tests with coding agents
Flaky test triage needs repeatable evidence, controlled reruns, and a narrow fix. Learn how coding agents can investigate intermittent CI failures without hiding them.
Read articleAI Coding Agents
Code Review
Reviewing agent-generated pull requests at scale
Review agent-generated pull requests with bounded diffs, automated checks, ownership rules, and evidence that lets human reviewers focus on consequential decisions.
Read articleAI Coding Agents
Testing
Test impact analysis for coding agent changes
Test impact analysis helps coding agents select fast checks without missing affected behavior. Learn how to combine dependency data with risk-based validation.
Read article
