Patterns for software work beyond the laptop.

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

Team Workflows

Test generation and verification: Implementation Workflow

Implement test generation and verification: implementation workflow with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries
Team Workflows

Dependency caching for agent sandboxes: Implementation Workflow

Implement dependency caching for agent sandboxes: implementation workflow with bounded cloud-agent access, tests, review evidence, rollback, and safe media boun
Team Workflows

Failed-run triage: Implementation Workflow

Implement failed-run triage: implementation workflow with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
Agent Platforms

Cloud development environment images: Implementation Workflow

Implement cloud development environment images: implementation workflow with bounded cloud-agent access, tests, review evidence, rollback, and safe media bounda
Team Workflows

Monorepo navigation for agents: Implementation Workflow

Implement monorepo navigation for agents: implementation workflow with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
Team Workflows

Repository-specific agent benchmarks: Implementation Workflow

Implement repository-specific agent benchmarks: implementation workflow with bounded cloud-agent access, tests, review evidence, rollback, and safe media bounda
Team Workflows

Software supply-chain controls for agents: Implementation Workflow

Implement software supply-chain controls for agents: implementation workflow with bounded cloud-agent access, tests, review evidence, rollback, and safe media b
Agent Platforms

Agent planning loops: Implementation Workflow

Implement agent planning loops: implementation workflow with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
Agent Platforms

Repository prompt-injection defenses: Implementation Workflow

Implement repository prompt-injection defenses: implementation workflow with bounded cloud-agent access, tests, review evidence, rollback, and safe media bounda
Agent Platforms

Cost attribution for agent workloads: Implementation Workflow

Implement cost attribution for agent workloads: implementation workflow with bounded cloud-agent access, tests, review evidence, rollback, and safe media bounda
Agent Platforms

Provenance for generated code: Implementation Workflow

Implement provenance for generated code: implementation workflow with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries.
Agent Platforms

Coding-agent evaluation datasets: Implementation Workflow

Implement coding-agent evaluation datasets: implementation workflow with bounded cloud-agent access, tests, review evidence, rollback, and safe media boundaries