Autonomous Engineering Pipelines are incredibly powerful, but how do you actually build one?
The hard parts aren't the agent, they're the plumbing:
- Orchestrating triggers across Slack, GitHub, Linear, DataDog, Sentry, and other services.
- Duplicate detection
- Long-term memory
- Noise filtering: deciding which messages actually need investigation
- Conditional filtering
- Routing tables
- Tagging the right code owner
- Linking new alerts to existing threads instead of spawning redundant sessions
Devin has all of this built in. This walkthrough teaches how to set your own pipeline up in < 10 minutes: