A practical guide for engineering teams that want a structured approval workflow before a coding agent uses a new model in production publishing pipelines. Covers the rationale, a smoke-test workflow, CI gate integration, and a safe log-record template.
A practical guide to preserving the artifacts, branches, and audit trails that let teams safely undo or audit coding-agent changes using Git, pull requests, and CI.
Practical cost-control patterns for teams running coding agents through a model gateway, covering spend guards, per-agent token budgets, CI-integrated spend checks, and verification steps to confirm your gateway enforces the limits you configure.