Model Releases

  • prism-ml/Ternary-Bonsai-27B-mlx-2bit — A 2-bit ternary MLX quantization of Qwen3.6-27B built for on-device inference on CUDA and Metal. If you’ve got Apple Silicon and want a 27B that doesn’t eat your RAM, this is worth a look 🤖
  • unsloth/inkling-GGUF — GGUF quants of Thinking Machines’ Inkling multimodal MoE that handles image-text and audio-text tasks. Usable via endpoints and local runners if you want a small multimodal model without rolling your own quant 📄

Open Source Releases

AI Dev Tools

  • KnockOutEZ/wigolo — A local-first web research tool for coding agents over MCP — search, fetch, crawl with no API keys and no per-query cost. Public beta, so expect rough edges 🔥
  • affaan-m/ECC — An “agent harness performance optimization system” with skills, memory, and security tooling for Claude Code, Codex, Opencode, and Cursor. The star count is doing impossible numbers, but the scope is broad if you’re tuning agent setups 🛠️
  • shareAI-lab/learn-claude-code — A from-scratch educational “nano Claude Code” agent harness in Python, for people who’d rather read the internals than trust the black box (71k stars, apparently)
  • Show HN: Mcp-Agent – Build effective agents with Model Context Protocol — A framework for composing agents around MCP servers, from LastMile AI (80 points, 28 comments)

Today’s Synthesis

The MCP gold rush is getting absurd: between the WhatsApp MCP Server , the Cloud-Ready Postgres MCP Server , and the MCP server for Blender , your agent can now text your mom, query prod, and render a donut without you writing a line of glue code. The concrete move: stop hand-rolling integrations and stand up a local MCP router (pair it with mcp-agent to compose them) so your coding agent gets Postgres + research via wigolo in one session. Just don’t wire the WhatsApp one to the same agent that has write access to your database — 229 points of internet enthusiasm is not a security review. If you’re running models locally anyway, throw Ternary-Bonsai-27B on the Metal backend and keep the whole stack on-device.