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Devman Docs

Devman Docs

Devman Docs

Devman Docs is the public documentation hub for Devman projects and technical practices around open AI systems.

The public docs intentionally avoid private infrastructure topology, internal hostnames, credentials, and operational procedures. Internal runbooks belong in the private operations documentation surface.

CogniMesh

CogniMesh is a proposed open-source protocol for a decentralized AI knowledge marketplace.

It focuses on:

  • AI Interviewer workflows for non-technical experts.
  • P2P knowledge-node discovery.
  • Self-hosted RAG endpoints.
  • Monetization and rating layers for knowledge providers.
  • Privacy-preserving ownership of expert knowledge.

Devman Agents

Devman Agents documents Devman’s public technical practice for production-oriented AI agent systems.

It covers:

  • Mastra-based agent architecture.
  • Langfuse observability and tracing.
  • RAG and knowledge pipelines.
  • Local LLMs, embeddings, and model tradeoffs.
  • Tools, workflows, deployment patterns, and secret-management principles.

Documentation Model

Markdown is the canonical source format. Frontmatter metadata is included so future AI/RAG ingestion can filter documents by visibility, project, systems, and ai_context.