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Ainfera

Agent-native inference routing. Verified. Audited. Trusted.
Ainfera

Ainfera

Agent-native inference routing. Verified. Audited. Trusted.

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Ainfera builds the routing layer for AI agent inference. Every request is routed to the optimal model based on quality, cost, and latency constraints — and every response carries a cryptographically signed audit receipt that can be independently verified offline.

Trust no one — verify yourself.

What We Build

  • Routing runtime — L2 inference routing with policy templates, audit chain, and health-checks
  • Verification — Offline audit chain verifier. No network calls. No trusted third parties
  • SDK — Python SDK with signed AgentCards, routed inference, and audit chain
  • MCP integration — Model Context Protocol adapter for Claude, Cursor, and agent frameworks
  • Open methodology — Reproducible routing benchmarks and stable API contracts (CC-BY 4.0)
  • Research — Open science for outcome-aware inference routing

Repositories

Core Platform

Repository Description
api L2 routing runtime — /v1/inference, workflows, audit chain
sdk-python Python SDK — signed AgentCards, routed inference, audit chain
routing Policy templates + routing methodology for production agents
verify Offline audit chain verifier — trust no one, verify yourself

Developer Tools

Repository Description
mcp MCP reference adapter for Claude Agent SDK / Cursor
examples Integration examples — LangChain, CrewAI, LangGraph, OpenAI, Hermes
specs Open API contracts + benchmark harness (CC-BY 4.0)

Research

Repository Description
research Open science for outcome-aware inference routing

Web

Repository Description
web Marketing site + dashboard (ainfera.ai)

Internal

Repository Description
labs Offline-learning deploy — catalog intake, replay, methodology
valinor Agent-fleet substrate + MCP gateway
vault Company knowledge vault — strategy, architecture, governance

Organization Standards

  • Every repo has a real README with setup + usage instructions
  • Public claims are derived from live API state — no hardcoded model counts
  • Public-facing claims in web are mapped to API endpoints or signed fixtures
  • All public repos licensed under Apache 2.0 unless stated otherwise
  • Security reports via SECURITY.md or security@ainfera.ai

License

All public repositories are licensed under Apache 2.0 unless otherwise stated in the repository.

Security

For security reports, see SECURITY.md or email security@ainfera.ai.

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  1. sdk-python sdk-python Public

    Agent-native inference routing by Ainfera. Python SDK — signed AgentCards, routed inference, audit chain.

    Python

  2. verify verify Public

    Offline audit chain verifier for Ainfera Routing. Trust no one — verify yourself.

    Python

  3. specs specs Public

    Open methodology for Ainfera outcome-aware inference routing — API contracts and benchmark harness.

    Python

  4. routing routing Public

    Policy templates + routing methodology for production agent workloads on Ainfera Routing.

    Python

  5. research research Public

    Open science for outcome-aware inference routing for AI agents — public research surface for Ainfera.

    Python

  6. examples examples Public

    Consolidated integration examples for Ainfera — LangChain, CrewAI, LangGraph, OpenAI-compatible, and more.

    Python

Repositories

Showing 9 of 9 repositories

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