Vercel

Agents Frame

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about

We route minds, not models.

Agents Frame is a routing API for thinking frameworks. POST an intent, get back the cognitive frames most relevant to it — ranked by semantic recall and ELO feedback. We built it because every multi-step agent we shipped collapsed under the weight of one default mental model. Three frames is the smallest counterforce that holds.

Three frames, not one

Single-model agents collapse every problem into one pattern. Returning three lets the agent — and the human reviewing it — see angles a greedy decoder would have flattened.

Predictable latency over clever caching

Sub-second p50, no LLM judge in the hot path. If you can't drop it inside an agent loop without reasoning about a 5-second tail, it's not a primitive.

Stateless wire, learning core

REST and MCP are stateless single-response. The router itself learns: every framework carries an ELO that updates from /v1/feedback. Stateless transport, stateful intelligence.

Open default, private commercial

Frameworks are open thinking heritage (Munger, Bezos, Charnas, Christensen, Ohno). The router code is private; the catalogue lineage isn't.

Where we are, where we're going

  1. 04

    2026-04V0 ship

    REST + MCP + CLI live at api.agentsframe.com. 15 frameworks indexed in pgvector. Stripe metered billing. Free tier with no card.

  2. 26

    Q3 2026V1

    30 frameworks. Custom framework upload (Pro). Official Node SDK. Streaming MCP for progressive candidate delivery.

  3. 27

    2027V2

    Per-team feedback loops. Self-hosted on-prem option for regulated industries. SOC 2 Type II.

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