Writing on knowledge graphs, AI-assisted ideation, personal knowledge management, and building Forge in public. First posts coming soon.
How Forge builds your knowledge graph
A walkthrough of the three-pass pipeline — ingest, link, profile — and why embedding similarity alone is not enough.
coming soonThe problem with "second brain" tools
Retrieval is the easy half. The hard half is synthesis: turning two hundred disconnected notes into one actionable insight.
coming soonDesigning a chat agent that stays grounded
Retrieval-augmented generation in practice: how we prevent hallucination when the ideation chat pulls context from your vault.
coming soonBuilding in public on a tight budget
The tech stack, cost breakdown, and architectural decisions behind Forge — from a single-developer side project to a deployed product.
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