Answers
A small number of questions, answered properly. No posting schedule — these exist to be correct, not frequent.
How do I manage multiple AI coding agents without losing track?
Practical guidance for running several agent sessions across several repositories — isolation, one source of priority, approval gates, and verification.
What is AI coding agent orchestration, and how is it different from governance?
Orchestration routes and parallelizes agent execution. Governance decides what should run, where humans intervene, and whether the result is real. They solve different problems.
What is governed autonomous development?
Autonomous execution with human authority preserved where it matters — the working model, what it requires, and how it differs from both manual review and unsupervised agents.
How do I stop AI coding agent sessions from colliding with each other?
Worktrees, branch safety, context continuity, and the handoff rules that keep parallel agent sessions from destroying each other's work.