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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Coding-agent evaluation datasets: Planning Checklist
Implement coding-agent evaluation datasets: planning checklist with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Agent planning loops: Planning Checklist
Implement agent planning loops: planning checklist with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Network policies for coding agents: Planning Checklist
Implement network policies for coding agents: planning checklist with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Cost attribution for agent workloads: Planning Checklist
Implement cost attribution for agent workloads: planning checklist with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Test generation and verification: Planning Checklist
Implement test generation and verification: planning checklist with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Repository prompt-injection defenses: Planning Checklist
Implement repository prompt-injection defenses: planning checklist with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Browser testing in cloud sandboxes: Planning Checklist
Implement browser testing in cloud sandboxes: planning checklist with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Agent-ready issue packets: Planning Checklist
Implement agent-ready issue packets: planning checklist with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Secret injection in agent runs: Planning Checklist
Implement secret injection in agent runs: planning checklist with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Software supply-chain controls for agents: Planning Checklist
Implement software supply-chain controls for agents: planning checklist with bounded cloud-agent access, tests, review evidence, rollback, and safe media bounda
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Repository-specific agent benchmarks: Planning Checklist
Implement repository-specific agent benchmarks: planning checklist with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Database fixtures for agent tasks: Planning Checklist
Implement database fixtures for agent tasks: planning checklist with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.