3 articles
Open Source
All posts tagged with #Open Source
Cut Your Claude Code Bill by a Third With a Local Model
LightOn's open ColGrep-Agent-2B runs code search locally between your agent and your repo, cutting API tokens 34% and cache-aware cost 40% in tests. Here's who should install it and who shouldn't.
AI agents now hold their own wallets. The 3D body is the least interesting part
An open-source stack released Aug 29 gives AI agents a 3D body, persistent memory, and their own on-chain wallets that pay other agents in USDC per call. Here's what's real, what's checkable, and why the wallet matters more than the avatar.
The AI Security Paradox: Guardrails Block the Defenders Who Need Them Most
Andrew Ng's team wanted a security audit. Claude and GPT refused. Open models completed it. The most capable models for finding vulnerabilities are the ones whose guardrails prevent defensive use.