Whitepaper — Codmir Fabrick
Differential AGI fabric for Thought→Code with streaming, continuations, multi-tier execution, and QA gates.
Whitepaper — Codmir Fabrick
Abstract
Codmir Fabrick is a differential AGI fabric where a single intention activates a crew of role-specialized agents to produce software artifacts. It supports streaming, continuations, and multi-tier execution and outlines a research path to a Telepathy Codec for BMI-based intent capture.
Motivation
Software creation still requires translating human intentions into code through UIs and tools. A fabric of specialized agents coordinated by clear policy and QA can compress this loop. With maturing BMI research, the friction collapses further: intent can be captured as a signal and decoded into linguistic commands.
System Overview
- Role Templates (200+)
- Overseer/Router/Proctor pipeline
- Short Prompt Generator (SPG)
- MCP tool layer
- Continuations + RunPod offload
- Auditor & Safety
Execution and Continuations
- Yield before serverless limits
- Save checkpoints (R2/S3)
- Resume with continuation tokens (HMAC)
Telepathy Codec (Concept)
- N0–N4 layers: signal → features → phoneme → tokens → semantics
- Early product: voice + micro-gestures
- Downstream SPG + Fabric remain stable as inputs evolve
Safety & Governance
- Consent-first capture; edge pre-filtering
- Revocation and audit exports
- Sandboxed high-risk actions