Self-improving multi-channel software coding agent framework (memory, learning, tools) — not a medical product
The dotagents CLI: install and manage a portable ~/.agents config for AI coding agents
Nozle SDK — usage tracking, margin intelligence, and entitlement checks for AI billing
Slopsquatting, phantom squatting, and HalluSquatting all exploit the same late-binding attack pattern, where AI coding agents trust hallucinated package, repo, or domain names. ActiveState explains how pre-fetch verification and governed dependency management…
Aggregate AI subscription/API usage and flag use-it-or-lose-it allotments
