forge-orchestrator
by tarunms7
Parallel agent orchestration that plans, reviews, and opens merge-ready PRs
How It Works
Orchestrates and executes parallel AI agents to implement and deliver code changes automatically. Plans tasks, runs specialist agents in parallel, reviews every line, resolves merge conflicts, and opens a final PR ready to merge while learning from past mistakes to improve future runs. Stands out by combining automated planning, parallel execution, and an automated code-review/merge pipeline into a single agentic workflow. This aligns with the Orchestrator-Worker Pattern.
Why It Matters
When to Use
Engineers and teams experimenting with agentic workflows who want an end-to-end orchestrator that produces mergeable code and learns from failures. It is well-suited for environments leveraging advanced evaluation and governance methods such as the LLM-as-Judge Pattern to assess decisions, and aligns with patterns like Tool Use Pattern to orchestrate tool invocation securely.
How It's Used
- Automating implementation tasks by decomposing work into parallel specialist agents
- Producing merge-ready pull requests with automated code review and conflict resolution
- Capturing failure modes and fixes so teams can build agent reliability and track record