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Inferring API Structure: How a System Reads an API It Has Never Seen Before
The whole connector model rests on a system having been pre-taught about each API by a human. But what happens when it meets one nobody built a connector for — the undocumented internal service, the niche vendor, the one-off? The interesting capability isn't connecting a known API. It's reading an unknown one.
Before you read
By Aaron Gammon · Founder, Inferrex · June 2026
This is a technical-credibility piece, and it carries my strict standing rule: I'll describe what the system does and what it produces, never how it's trained or structured. The inference machinery is the proprietary core — I sell what the factory makes, not the schematics — so you'll find capabilities and outputs here and deliberately no blueprint.
It's the spoke under my self-healing pillar: self-healing is impossible without the ability to re-read a changed API, and that ability is the same one that lets the system read an unfamiliar API in the first place. Live figures, including corpus and model status, at inferrex.com/claims.