autonomous-loops

Autonomous development loops are designed by selecting an architecture pattern, managing context across iterations, and coordinating quality gates to automate code generation, testing, and merging without manual intervention. You operationalize these loops using persistent notes and verification passes to reduce drift.

RFC decomposition is the process of breaking down project specifications into work units orchestrated across multiple agents in a directed acyclic graph. It generates work units in dependency order and lands them via a merge-queue approach with conflict-aware recovery for parallel execution.

Autonomous agent loops handle merge conflicts through a merge-queue approach with conflict-aware recovery mechanisms. They manage context drift across iterations by using persistent notes and dedicated cleanup passes to maintain correctness throughout the CI and PR orchestration.

Yes, agentic loops support infinite spec-driven generation and persistent REPL-style sessions. You apply loop architecture patterns ranging from simple sequential pipelines to complex multi-agent orchestration to continuously generate and verify code against specifications.

The best way to orchestrate parallel PR workflows is generating work units in dependency order and landing them via a merge-queue approach. This pattern coordinates quality gates and handles conflict-aware recovery, enabling reliable parallel work integration without manual step-by-step intervention.

Use multi-agent DAG orchestration for larger projects requiring RFC-derived work units and parallel landing via merge queues. Choose simple sequential pipelines for straightforward iterative CI and PR loops where dependency coordination and conflict recovery are unnecessary.