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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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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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
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Observability for coding agents: Common Failure Modes and Fixes
Implement observability for coding agents: common failure modes and fixes with bounded cloud-agent access, tests, review evidence, rollback, and safe media boun
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Coding-agent evaluation datasets: Common Failure Modes and Fixes
Implement coding-agent evaluation datasets: common failure modes and fixes with bounded cloud-agent access, tests, review evidence, rollback, and safe media bou
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Database fixtures for agent tasks: Common Failure Modes and Fixes
Implement database fixtures for agent tasks: common failure modes and fixes with bounded cloud-agent access, tests, review evidence, rollback, and safe media bo
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Coding-agent evaluation datasets: Team Operating Model
Implement coding-agent evaluation datasets: team operating model with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Repository prompt-injection defenses: Team Operating Model
Implement repository prompt-injection defenses: team operating model with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundarie
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Provenance for generated code: Team Operating Model
Implement provenance for generated code: team operating model with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Agent planning loops: Team Operating Model
Implement agent planning loops: team operating model with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Asynchronous task delegation: Team Operating Model
Implement asynchronous task delegation: team operating model with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Agent planning loops: Common Failure Modes and Fixes
Implement agent planning loops: common failure modes and fixes with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
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Tool-use contracts for coding agents: Metrics That Matter
Implement tool-use contracts for coding agents: metrics that matter with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries