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Peleke Sengstacke
About CV Lab Surfaces Letters
About CV Lab Surfaces Letters

Writing

Notes on AI,
language, and failure modes.

Technical essays and observations.

Plugging a Knowledge Graph into 7 Agent Frameworks

Language & AI Feb 2026

qortex implements each framework's native memory interface and passes their own test suites. CI guarantees it stays that way against the latest framework releases.

The Feedback Loop That Makes Retrieval Learn

Language & AI Feb 2026

How Thompson Sampling, edge weight adjustment, and Personalized PageRank compose into a retrieval system that updates itself from usage. A walkthrough of the mechanism.

Available for research engineering roles.

peleke@peleke.me
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