A look at the emerging “Agent Web”: agents that can communicate, coordinate, and transact — plus the biggest near-term risk: prompt injection through untrusted inputs like email and web pages.
A practical look at how I’m building Clawdbot: a local-first assistant that can run real tools (files, browser automation, cron, messaging) and produce concrete artifacts — not just advice.
How I built a small, reliable Retrieval-Augmented Generation (RAG) pipeline: EPUB → Markdown → chunks → pgvector, with practical knobs (chunking, thresholds, citations) and a “?rag” shortcut in my assistant.
A practical walkthrough of running object detection entirely in the browser with Transformers.js: upload an image, detect traffic-related objects, and render predictions with confidence — no server required.
