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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Repository-specific agent benchmarks: Cost and Performance Controls
Implement repository-specific agent benchmarks: cost and performance controls with bounded cloud-agent access, tests, review evidence, rollback, and safe media
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Failed-run triage: Cost and Performance Controls
Implement failed-run triage: cost and performance controls with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Coding-agent evaluation datasets: Cost and Performance Controls
Implement coding-agent evaluation datasets: cost and performance controls with bounded cloud-agent access, tests, review evidence, rollback, and safe media boun
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Agent planning loops: Cost and Performance Controls
Implement agent planning loops: cost and performance controls with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Network policies for coding agents: Cost and Performance Controls
Implement network policies for coding agents: cost and performance controls with bounded cloud-agent access, tests, review evidence, rollback, and safe media bo
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Secret injection in agent runs: Cost and Performance Controls
Implement secret injection in agent runs: cost and performance controls with bounded cloud-agent access, tests, review evidence, rollback, and safe media bounda
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Repository instruction files: Cost and Performance Controls
Implement repository instruction files: cost and performance controls with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundari
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Agent-assisted migrations: Cost and Performance Controls
Implement agent-assisted migrations: cost and performance controls with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Dependency caching for agent sandboxes: Cost and Performance Controls
Implement dependency caching for agent sandboxes: cost and performance controls with bounded cloud-agent access, tests, review evidence, rollback, and safe medi
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Tool-use contracts for coding agents: Cost and Performance Controls
Implement tool-use contracts for coding agents: cost and performance controls with bounded cloud-agent access, tests, review evidence, rollback, and safe media
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Agent-ready issue packets: Cost and Performance Controls
Implement agent-ready issue packets: cost and performance controls with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Monorepo navigation for agents: Cost and Performance Controls
Implement monorepo navigation for agents: cost and performance controls with bounded cloud-agent access, tests, review evidence, rollback, and safe media bounda