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Agentic Coding Outsourcer

An open-source design for an AI agent that can outsource coding tasks to other agents, tools, and humans when it makes sense.

This repository is intentionally design-first. It describes the control loops, routing logic, interfaces, and safety boundaries for a system that decomposes software work and delegates pieces to specialized workers.

What this repo covers

  • A practical architecture for task outsourcing in coding workflows
  • Delegation policies for deciding when to use another agent
  • Contracts for subagents, reviewers, and tool executors
  • Safety, traceability, and rollback requirements
  • An implementation roadmap for a real system

Core idea

The main agent should not try to do everything itself. Instead, it should:

  1. Inspect the task
  2. Break it into isolated subtasks
  3. Decide which subtasks can be outsourced
  4. Dispatch work to specialized agents or tools
  5. Verify outputs against tests and constraints
  6. Merge only validated changes

Design goals

  • Reduce context overload on the primary agent
  • Increase throughput on parallelizable work
  • Keep human oversight on risky actions
  • Make every delegated action auditable
  • Support multiple backends for subagents and tools

Key documents

  • docs/architecture.md — system design and control flow
  • docs/delegation-policy.md — rules for what gets outsourced
  • docs/worker-contract.md — input/output contract for subagents
  • docs/safety-and-trust.md — security and review boundaries
  • docs/roadmap.md — staged implementation plan

License

MIT

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Open-source design for an agent that outsources coding tasks to specialized workers

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