<p>The expensive, challenging, and humbling journey with open source agents.</p><p>Sponsored By:</p><ul><li><a href="https://jupitersignal.memberful.com/checkout?plan=117630r" rel="nofollow">Jupiter Party Annual Membership</a>: <a href="https://jupitersignal.memberful.com/checkout?plan=117630r" rel="nofollow">Put your support on automatic with our annual plan, and get one month of membership for free!</a></li><li><a href="https://defined.net/unplugged" rel="nofollow">Managed Nebula</a>: <a href="https://defined.net/unplugged" rel="nofollow">Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love.</a></li></ul><p><a rel="payment" href="https://jupitersignal.memberful.com/checkout?plan=52946">Support LINUX Unplugged</a></p><p>Links:</p><ul><li><a title="πŸ’₯ Gets Sats Quick and Easy with Strike" href="https://strike.me/" rel="nofollow">πŸ’₯ Gets Sats Quick and Easy with Strike</a></li><li><a title="πŸ“» LINUX Unplugged on Fountain.FM" href="https://www.fountain.fm/show/dWiuBeqpDSM86AwXRXov" rel="nofollow">πŸ“» LINUX Unplugged on Fountain.FM</a></li><li><a title="LinuxFest Northwest 2026 - Back to Root" href="https://linuxfestnorthwest.org/" rel="nofollow">LinuxFest Northwest 2026 - Back to Root</a> β€” April 24-26, 2026 - Bellingham, Washington</li><li><a title="Preferring Local OSS LLMs" href="https://blogs.newardassociates.com/blog/2026/titit-local-ai.html" rel="nofollow">Preferring Local OSS LLMs</a></li><li><a title="Qwen3.5 27B vs Gemma4 31B" href="https://x.com/stevibe/status/2040472614892974277" rel="nofollow">Qwen3.5 27B vs Gemma4 31B</a></li><li><a title="Open Models have crossed a threshold" href="https://www.linkedin.com/pulse/open-models-have-crossed-threshold-mason-daugherty-jsjme" rel="nofollow">Open Models have crossed a threshold</a></li><li><a title="Gemma 4 β€” Google DeepMind" href="https://deepmind.google/models/gemma/gemma-4/" rel="nofollow">Gemma 4 β€” Google DeepMind</a></li><li><a title="Welcome Gemma 4: Frontier multimodal intelligence on device" href="https://huggingface.co/blog/gemma4" rel="nofollow">Welcome Gemma 4: Frontier multimodal intelligence on device</a></li><li><a title="Gemma-4-31B-JANG\_4M-CRACK Β· Hugging Face" href="https://huggingface.co/dealignai/Gemma-4-31B-JANG_4M-CRACK" rel="nofollow">Gemma-4-31B-JANG\_4M-CRACK Β· Hugging Face</a></li><li><a title="mesh-llm" href="https://github.com/michaelneale/mesh-llm" rel="nofollow">mesh-llm</a> β€” Mesh LLM lets you pool spare GPU capacity across machines and expose the result as one OpenAI-compatible API.</li><li><a title="hermes-agent: The agent that grows with you" href="https://github.com/NousResearch/hermes-agent" rel="nofollow">hermes-agent: The agent that grows with you</a> 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.</li><li><a title="goose" href="https://github.com/block/goose" rel="nofollow">goose</a> β€” An open source, extensible AI agent that goes beyond code suggestions; install, execute, edit, and test with any LLM.</li><li><a title="Lobehub" href="https://github.com/lobehub/lobehub" rel="nofollow">Lobehub</a> 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.</li><li><a title="LibreFang" href="https://github.com/librefang/librefang" rel="nofollow">LibreFang</a> β€” LibreFang is an open-source agent operating system written in Rust.</li><li><a title="OpenHarness" href="https://github.com/HKUDS/OpenHarness" rel="nofollow">OpenHarness</a> β€” OpenHarness is an open-source Python implementation designed for researchers, builders, and the community.</li><li><a title="Microsoft&apos;s Newest Open-Source Project: Runtime Security For AI Agents" href="https://www.phoronix.com/news/Microsoft-AI-Agent-Governance" rel="nofollow">Microsoft's Newest Open-Source Project: Runtime Security For AI Agents</a> β€” Microsoft proclaims their new open-source project is the first toolkit that addresses all ten agentic AI risks identified last year by the OWASP</li><li><a title="Top 10 Risks and Mitigations for Agentic AI Security - OWASP Gen AI Security Project" href="https://genai.owasp.org/2025/12/09/owasp-genai-security-project-releases-top-10-risks-and-mitigations-for-agentic-ai-security/" rel="nofollow">Top 10 Risks and Mitigations for Agentic AI Security - OWASP Gen AI Security Project</a></li><li><a title="googleworkspace/cli: Google Workspace CLI" href="https://github.com/googleworkspace/cli" rel="nofollow">googleworkspace/cli: Google Workspace CLI</a> β€” One command-line tool for Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and more. Dynamically built from Google Discovery Service. Includes AI agent skills.</li><li><a title="Tunarr API Reference" href="https://tunarr.com/api-docs.html#latest/tag/channels" rel="nofollow">Tunarr API Reference</a></li><li><a title="Euro-Office launches as Europe&apos;s open-source Office rival" href="https://itbrief.co.uk/story/euro-office-launches-as-europe-s-open-source-office-rival" rel="nofollow">Euro-Office launches as Europe's open-source Office rival</a></li><li><a title="Pick: single-file-cli" href="https://github.com/gildas-lormeau/single-file-cli" rel="nofollow">Pick: single-file-cli</a> β€” CLI tool for saving a faithful copy of a complete web page in a single HTML file (based on SingleFile)</li><li><a title="Pick: html-to-markdown" href="https://github.com/JohannesKaufmann/html-to-markdown" rel="nofollow">Pick: html-to-markdown</a> β€” Convert HTML to Markdown. Even works with entire websites and can be extended through rules.</li><li><a title="Pick: skim" href="https://github.com/noblepayne/skim" rel="nofollow">Pick: skim</a> β€” Turns any HTML page into clean markdown.</li></ul>

LINUX Unplugged

Jupiter Broadcasting

661: Sink Your Claws In

APR 5, 202664 MIN
LINUX Unplugged

661: Sink Your Claws In

APR 5, 202664 MIN

Description

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 UnpluggedLinks:πŸ’₯ Gets Sats Quick and Easy with StrikeπŸ“» LINUX Unplugged on Fountain.FMLinuxFest Northwest 2026 - Back to Root β€” April 24-26, 2026 - Bellingham, WashingtonPreferring Local OSS LLMsQwen3.5 27B vs Gemma4 31BOpen Models have crossed a thresholdGemma 4 β€” Google DeepMindWelcome Gemma 4: Frontier multimodal intelligence on deviceGemma-4-31B-JANG\_4M-CRACK Β· Hugging Facemesh-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 researchers, builders, and the community.Microsoft's Newest Open-Source Project: Runtime Security For AI Agents β€” Microsoft proclaims their new open-source project is the first toolkit that addresses all ten agentic AI risks identified last year by the OWASPTop 10 Risks and Mitigations for Agentic AI Security - OWASP Gen AI Security Projectgoogleworkspace/cli: Google Workspace CLI β€” One command-line tool for Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and more. Dynamically built from Google Discovery Service. Includes AI agent skills.Tunarr API ReferenceEuro-Office launches as Europe's open-source Office rivalPick: single-file-cli β€” CLI tool for saving a faithful copy of a complete web page in a single HTML file (based on SingleFile)Pick: html-to-markdown β€” Convert HTML to Markdown. Even works with entire websites and can be extended through rules.Pick: skim β€” Turns any HTML page into clean markdown.