
Agentic Integration
GitHub Integration Patterns for Agents That Operate on Code Repositories
Build safeguards around permissions, triggers, and human sign-off before agents touch your code.
Damien Fournier-Okafor · September 26, 2026 · 9 min read
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A journal of architectural patterns, failure modes, and design principles for engineers building AI agents that run continuously at scale.








Build safeguards around permissions, triggers, and human sign-off before agents touch your code.

FIFO queuing breaks down when dozens of agents run concurrently in production systems.

Stop runaway agent loops with queue depth limits and execution feedback.

Infrastructure built for millisecond requests fails when agents run for days.