Patterns for software work beyond the laptop.

Practical guidance for choosing cloud agents, preparing repositories, containing risk, and reviewing autonomous changes with evidence.

Security & Governance

Repository-specific agent benchmarks: Metrics That Matter

Implement repository-specific agent benchmarks: metrics that matter with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries
Security & Governance

Browser testing in cloud sandboxes: Metrics That Matter

Implement browser testing in cloud sandboxes: metrics that matter with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
Security & Governance

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.
Foundations

Repository prompt-injection defenses: Metrics That Matter

Implement repository prompt-injection defenses: metrics that matter with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries
Foundations

Agent planning loops: Metrics That Matter

Implement agent planning loops: metrics that matter with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
Security & Governance

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
Foundations

Cloud development environment images: Metrics That Matter

Implement cloud development environment images: metrics that matter with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries
Security & Governance

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.
Security & Governance

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.
Foundations

Asynchronous task delegation: Metrics That Matter

Implement asynchronous task delegation: metrics that matter with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
Foundations

Cost attribution for agent workloads: Metrics That Matter

Implement cost attribution for agent workloads: metrics that matter with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries
Security & Governance

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