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We continue to iterate on the Open Knowledge Format (OKF), an open specification that formalizes the LLM-wiki pattern into a portable, interoperable format. But a big question rema...
The compiled-knowledge idea has won. In the span of a few months, “have your AI agent compile the codebase into a persistent, queryable…Continue reading on Medium »
A forty-year-old database problem has moved into RAG, and it walks straight through every guardrail you have.Continue reading on Artificial Intelligence in Plain English »
Why retrieval quality should be a property of the system, not of the question's wording? Rebuilding knowledge layer with graph traversal on every query, bitemporal edges, and two-t...
Claude is incredibly good at reasoning. But reasoning is only as useful as the context available to it. Your architecture might be in GitHub. Your notes might be in Obsidian. You...
Jaydeep Chakrabarty of Piramal Finance on why retrieval alone caps your AI stack, and how a knowledge graph can derive context nobody ever wrote down.
The v0.0.2 release of Knowledge-and-Memory-Management is exactly what a clean release should look like: no leftover personal paths, no hardcoded /home/you/ dangling in the config,...
AI has commoditized information. The edge isn't what you know — it's whether you can judge what's true, relevant, and worth acting on.
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