Patterns for software work beyond the laptop.
Practical guidance for choosing cloud agents, preparing repositories, containing risk, and reviewing autonomous changes with evidence.
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Secret injection in agent runs: Metrics That Matter
Implement secret injection in agent runs: metrics that matter with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Reviewing agent-generated pull requests: Common Failure Modes and Fixes
Implement reviewing agent-generated pull requests: common failure modes and fixes with bounded cloud-agent access, tests, review evidence, rollback, and safe me
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Network policies for coding agents: Common Failure Modes and Fixes
Implement network policies for coding agents: common failure modes and fixes with bounded cloud-agent access, tests, review evidence, rollback, and safe media b
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Dependency caching for agent sandboxes: Metrics That Matter
Implement dependency caching for agent sandboxes: metrics that matter with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundari
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Repository instruction files: Team Operating Model
Implement repository instruction files: team operating model with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Repository instruction files: Common Failure Modes and Fixes
Implement repository instruction files: common failure modes and fixes with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundar
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Failed-run triage: Metrics That Matter
Implement failed-run triage: metrics that matter with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Audit Logs and Traceability for Agentic Coding
A practical guide to agentic coding audit logs: decisions, setup, failure modes, review evidence, and a repeatable acceptance test for engineering teams.
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Monorepo navigation for agents: Metrics That Matter
Implement monorepo navigation for agents: metrics that matter with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Reviewing agent-generated pull requests: Team Operating Model
Implement reviewing agent-generated pull requests: team operating model with bounded cloud-agent access, tests, review evidence, rollback, and safe media bounda
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Review Gates for Agent-Generated Pull Requests
Learn how to evaluate agent generated pull request review with clear controls, review evidence, failure handling, and a repeatable acceptance test.
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Asynchronous task delegation: Common Failure Modes and Fixes
Implement asynchronous task delegation: common failure modes and fixes with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundar