Circuit
Agentic Software Development Infrastructure
This circuit defines the infrastructure layer where autonomous agents manage repository state, code review, and multi-agent coordination as a stable workflow distinct from terminal interaction or generic tooling.
This circuit begins one level above terminal-native-agentic-workflows. It treats the code repository as the primary workspace rather than the command line. jerry-liu establishes the retrieval layer that allows agents to understand external knowledge without fine-tuning. This RAG foundation supports codewiki-google, which turns repository state into a continuously generated artifact.
multi-agent-coding-orchestration distributes complex tasks across specialized sub-agents to avoid context fragmentation. contribai executes the maintenance loop by submitting pull requests autonomously. airlock-code-review-agent sits between generation and merge to ensure semantic quality using Rust-based safety. opencode-ai provides the composable runtime where these agents exchange state.
The circuit resists the noise of unverified bot contributions. It avoids the failure mode where agents operate in silos without shared memory. It distinguishes itself from generic tooling by centering on the code repository as the agent's primary state. The circuit is complete when automated PRs pass review logic without human intervention and repository memory stays synchronized with code changes.