Panda is a local AI computer that runs entirely in-home with no cloud or subscription, handling chat, code, research, image/video/3D generation for up to 25 simultaneous users. Preorder at $2,997, shipping December 2027.
MiniMax's new coding model lets developers allocate test-time compute per task from sub-second completions to 45-second deep architectural verification via a five-tier reasoning slider (low/med/high/xhigh/max).
TypeSafe AI's Jev uses a single yes/no probability question to detect sycophancy, jailbreaks, deception, prompt injection, and reward hacking with median AUROC ~0.886 at $0.30 per evaluation vs $19 for LLM judges.
An MCP server that runs YAML stepfiles where every step is gated by mechanical checks before the agent proceeds. Write procedures once as portable files that work with Claude Code, Cursor, or any MCP client. Open source under Apache 2.0.
A self-hosted agent management platform that runs Claude Code, Codex, Hermes Agent, DeepSeek Harness, and Pi as managed agents on your own infrastructure. Includes Docker containers, channel gateway, and web frontend. Apache 2.0.
An open-source Firefox-based stealth browser with engine-level anti-detection and a Rust MCP runtime. Designed for AI agents that need fingerprint-coherent browsing sessions. Self-hosted via Docker.
Free means $0 per token today, not unlimited or unconditional: both platforms rate-limit free use and require a free API key, some OpenRouter free endpoints may train on your prompts unless you opt out in account settings, and the roster changes daily. Verified against each provider's own pricing data at generation time — but pricing changes without notice, so confirm it's still free on the provider's own page before you rely on it.
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