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Amaar A.
Amaar A.

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How I'm Building a Multi-Agent Crew for AI Coding Supervision (Cipher Update)

After months of experimentation, I realized one generalist AI isn't enough.

So I built Cipher — a crew of 7 specialized agents, each with their own personality, expertise, and communication style.

The Cipher Agent Crew:

  • Forge— Battle-tested coder. Obsessed with clean architecture and performance.
  • SAGE— Testing & QA specialist. Lives for edge cases and reliability.
  • Cypher— Security & compliance paranoid (in the best way).
  • Atlas — System architect. Handles big-picture design and scalability.
  • Pixel — Frontend & UX perfectionist.
  • Oracle — Data layer expert.
  • Swift — DevOps & deployment engineer.

How they work together:

  1. You give a high-level goal (voice or text).

  2. The crew self-organizes — Atlas creates the plan, Forge writes code, SAGE runs tests, Cipher checks security, etc.

  3. They use a shared memory system + structured handoffs.

  4. They only interrupt you when they need a decision, with clear context + options.

  5. Full audit trail and rollback capability.

Current Status:

  • Working orchestration using CrewAI + Groq (sub-1.5s latency)
  • Phone app beta launching soon
  • Planning deep integration with AR glasses

I'm actively looking for technical feedback on the orchestration layer and agent handoff mechanisms.

Would love to hear from other builders working on multi-agent systems.

Join the waitlist → https://tally.so/r/rjGk9R

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