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Knowledge · Capabilities

It reads code like an engineer, at the scale of a machine

Knowledge doesn’t index text — it builds a model of your software and reasons over it, which is why its answers hold up.

Core capabilities

Repository modelling

Turns a codebase into a connected model of entities, operations and dependencies — the map your team never had time to draw.

API & database comprehension

Reads your API surfaces and schemas and explains how they fit together.

Grounded answers

Every answer is tied back to the actual code it came from, so you can trust and verify it.

Continuous evolution

As the software changes, the model and the documentation change with it — no stale knowledge.

Why a model beats a wiki

  1. 01
    Wikis go stale the day they’re written

    A model is derived from the code, so it reflects reality — and updates when reality does.

  2. 02
    Search finds text; understanding finds meaning

    Knowledge answers what the code does, not just where a word appears.

  3. 03
    Context is the expensive part

    Preserving why decisions were made is what saves months when someone new — or something new — takes over.

Want to see it on your stack?

Our team will run it on a real repository with you.