Our position
Context is the new architecture: the layer, not the window.
Quality in agentic delivery comes from the persistent, version-controlled context layer you own — conventions, decisions and contracts — not the ephemeral prompt window your tool rebuilds each call.
Everyone says
Bigger context windows and better prompts solve AI quality.
We think
The durable asset is the context layer you own and version; the window is ephemeral.
What we’ve observed
- Models use long contexts unevenly — adding tokens can degrade retrieval ("lost in the middle").
Confidence: Observed
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