If you've spent any time wrestling with AI coding tools and agents in 2026, you've hit two walls:

Provider lock-in. Claude Code expects Anthropic. Codex expects OpenAI. Your shiny new agent framework wants whatever its README assumes.

Agent amnesia. Every session starts from zero. Your "AI assistant" doesn't actually learn anything about you, your codebase, or the work you did yesterday.

Two open-source projects address those problems head-on — and they pair beautifully together.

Hermes Agent (by Nous Research) — a self-improving AI agent with a built-in learning loop, multi-platform presence, and a serious tool ecosystem.