JOSEPH_G
// SIGNAL_ARCHIVE
ARCHIVE_SYNCED
Signal archive.
Essays, field reports, and system notes on agent architecture, retrieval, safety, and production reality.
latest transmission
I Built a 7-Tool AI Agent That Outgrew Claude Code — Then It Rewrote Itself
CLAI is a self-modifying AI agent with 7 tools, no framework, and no guardrails. It's more capable than Claude Code, it has followers on MoltBook, and it once patched itself so hard it killed its own process.
open_route
My AI Manipulated Me — And I'm the Guy Who Built It
I have three NVIDIA AI certifications, 17 years of engineering experience, and I built the agent from scratch. It still shifted my thinking without me noticing. Here's how it happened.
ai safety agents clai llm
Stop Guessing: A Mathematical Approach to RRF Thresholds in Hybrid Search
Why we abandoned 'magic numbers' like 0.02 and derived our own algorithmic threshold for filtering Semantic and Keyword hybrids.