# 661: Sink Your Claws In Page: https://stenobird.com/podcast/linux-unplugged/661-sink-your-claws-in Text version: https://stenobird.com/podcast/linux-unplugged/661-sink-your-claws-in.md Podcast: [LINUX Unplugged](https://stenobird.com/podcast/linux-unplugged) Published: 2026-04-06T02:00:00+00:00 Episode link: https://linuxunplugged.com/661 Audio file: https://rss.art19.com/episodes/b10e1249-62c6-4a45-ae1f-53444e04b76e.mp3 Processing state: processed JSON: https://stenobird.com/v1/public/podcasts/linux-unplugged/episodes/661-sink-your-claws-in Duration seconds: 3858 ## Resource The expensive, challenging, and humbling journey with open source agents. Sponsored By: Jupiter Party Annual Membership : Put your support on automatic with our annual plan, and get one month of membership for free! Managed Nebula : Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love. Support LINUX Unplugged Links: πŸ’₯ Gets Sats Quick and Easy with Strike πŸ“» LINUX Unplugged on Fountain.FM LinuxFest Northwest 2026 - Back to Root β€” April 24-26, 2026 - Bellingham, Washington Preferring Local OSS LLMs Qwen3.5 27B vs Gemma4 31B Open Models have crossed a threshold Gemma 4 β€” Google DeepMind Welcome Gemma 4: Frontier multimodal intelligence on device Gemma-4-31B-JANG\_4M-CRACK Β· Hugging Face mesh-llm β€” Mesh LLM lets you pool spare GPU capacity across machines and expose the result as one OpenAI-compatible API. hermes-agent: The agent that grows with you β€” The self-improving AI agent built by Nous Research. It's the only agent with a built-in learning loop β€” it creates skills from experience, improves them during use, nudges itself to persist knowledge, searches its own past conversations, and builds a deepening model of who you are across sessions. goose β€” An open source, extensible AI agent that goes beyond code suggestions; install, execute, edit, and test with any LLM. Lobehub β€” The ultimate space for work and life. To find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level; enabling multi-agent collaboration, effortless agent team design, and introducing agents as the unit of work interaction. LibreFang β€” LibreFang is an open-source agent operating system written in Rust. OpenHarness β€” OpenHarness is an open-source Python implementation designed for… ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/linux-unplugged/episodes/661-sink-your-claws-in/transcription-requests` β€” Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/linux-unplugged/661-sink-your-claws-in.md` β€” Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.