Automating Work Beyond Code

Outline

• Events: repository changes, issues, messages, schedules, tool calls, failures, external signals
• Hooks: inspecting, redirecting, blocking, enriching, or continuing agent actions
• Pipelines: observe, classify, route, execute, verify, communicate
• Push Systems: delivering knowledge and instructions when needed instead of relying on agent discovery
• Boundaries: deduplication, backpressure, budgets, permissions, failure containment, human checkpoints

Outcome

Lesson

Takeaways