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@ainfera-ai

Ainfera Inc.

The AI-native model factory — building Neptune. Evidence-gated.

Ainfera

Ainfera

Building the tools that shape model behavior.

Evidence before claims · StudioTune beta release

Ainfera website   StudioTune website   Investor information


What we are building

Ainfera is building StudioTune: a product that helps people shape a model for the work they want it to do.

The idea is simple:

Describe the behavior.
Try the change.
Compare the result.
Keep the proof.

StudioTune is designed for software, agents, devices, research, operations, and other workflows where a general model may not be enough for the job.

StudioTune

StudioTune is the primary product.

Shape a model for the work you want it to do.

Three connected surfaces:

Product Role Status
StudioTune Desktop Visual workspace for shaping, comparing, and reviewing model behavior Beta release
Tune Agent Guided proposal layer for turning a goal into a clear path Beta release · proposal-only
StudioTune CLI Local, scriptable interface for repeatable model workflows Beta release

Visit: studiotune.ai

Why this matters

A general model is made for everyone. A fine-tuned model can be shaped for a purpose.

Open-weight models give builders more control over the intelligence they use. Fine-tuning can help make behavior more consistent for a product, agent, device, or workflow.

Not every problem needs fine-tuning. StudioTune is built to make the decision and the workflow easier to understand.

Evidence before claims

Tune Agent suggests. The Engine runs the work. The human decides.

A passing test is not proof of model improvement. A completed run is not automatically a better model. Evidence remains explicit, reviewable, and bounded.

Current status

StudioTune is in beta release with evidence-gated capabilities.

The public repositories and website describe product direction and verified mechanics. They do not claim:

  • production readiness;
  • universal model or device support;
  • customer traction or revenue;
  • validated model improvement;
  • benchmark superiority;
  • public release of every capability.

Explore


Ainfera · StudioTune · Evidence before claims

Popular repositories Loading

  1. sdk-python-legacy-2026-07-19 sdk-python-legacy-2026-07-19 Public archive

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

    Python

  2. specs-legacy-2026-07-19 specs-legacy-2026-07-19 Public archive

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

    Python

  3. web-legacy-2026-07-19 web-legacy-2026-07-19 Public archive

    Agent-native inference routing by Ainfera. Marketing site + dashboard.

    TypeScript

  4. github-profile-legacy-2026-07-19 github-profile-legacy-2026-07-19 Public archive

    Ainfera organization profile — community health files, governance, contribution guidelines.

  5. verify-legacy-2026-07-19 verify-legacy-2026-07-19 Public archive

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

    Python

  6. mcp-legacy-2026-07-19 mcp-legacy-2026-07-19 Public archive

    MCP reference adapter + Ainfera Routing for Claude Agent SDK / Cursor.

    Shell

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