Ya know local models on consumer hardware are the issue, like Hermes doesn’t work with Hermes
OPEN SOURCE
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Anthropic restricts open source access while OpenAI supports subscriptions
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Anthropic seems to hate open source and blocked us (unless you pay a lot), OpenAI supports the subscription officially.
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Perfect OpenClaw Setup: Essential Files and Folder Structure Guide
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Most people install OpenClaw, connect a channel, and never touch the workspace folder.
— Corey Ganim (@coreyganim) 6 avril 2026
That's like hiring an employee and never giving them a job description.
The 80/20 of a perfect setup:
1. AGENTS.md is your highest-leverage file. Core directives, hard rules, tool… https://t.co/q0otzVtSxc pic.twitter.com/JWdGPcUPLwMost people install OpenClaw, connect a channel, and never touch the workspace folder. That's like hiring an employee and never giving them a job description. The 80/20 of a perfect setup: 1. AGENTS.md is your highest-leverage file. Core directives, hard rules, tool instructions. Keep it under 300 lines. 2. Three identity files: IDENTITY.md (who the agent is), USER.md (who you are), SOUL.md (how it communicates). 3. Skills folder: one SKILL.md per workflow. Meeting prep, content writing, email drafts. Each one turns a 20-minute task into a single command. 4. Memory folder: daily logs at memory/YYYY-MM-DD.md. Without this, every session starts from zero. 5. .secrets folder: API tokens go here, never in AGENTS.md. Gitignore it. 6. HEARTBEAT.md: controls what your agent does on scheduled check-ins. This is how you make it proactive. Get AGENTS.md right first. Everything else is optimization. Full guide below. Corey Ganim (@coreyganim) x.com/i/article/203606620216… — https://nitter.net/coreyganim/status/2036070952987988290#m
→ View original post on X — @ceobillionaire, 2026-04-06 00:07 UTC
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NousCoder-14B: Revolutionary Open-Source Coding Model
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Nous Research's NousCoder-14B is an open-source coding model landing right in the Claude Code moment venturebeat.com/technology/n… [Translated from EN to English]
→ View original post on X — @craigbrownphd, 2026-04-06 00:02 UTC
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Gemma 4 Reaches Number One on Hugging Face Leaderboard
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Gemma 4 is #1 on @huggingface!
→ View original post on X — @demishassabis, 2026-04-05 21:55 UTC
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Keras with JAX becomes essential for machine learning success
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If you're not using Keras with JAX you're ngmi
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Open Source AI Job Search System with Claude Code Success
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Golden age of open source is here https://t.co/RX5H5gDcO1
— Garry Tan (@garrytan) 5 avril 2026Golden age of open source is here ℏεsam (@Hesamation) bro created an AI job search system for Claude Code that scored 700+ job applications and actually got him a job. AND IT'S NOW OPEN-SOURCE. It scans multiple company career pages, rewrites your CV per job, and even fills application forms. The repo has: > 14 skill modes (evaluate, scan, PDF, …) > Go terminal dashboard > ATS-optimized PDF generation via Playwright > 45+ companies pre-configured (Anthropic, OpenAI, ElevenLabs, Stripe…) GitHub: github.com/santifer/career-o… — https://nitter.net/Hesamation/status/2040820834428658008#m
→ View original post on X — @clementdelangue, 2026-04-05 20:37 UTC
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TurboQuant-GPU: 5x KV Cache Compression for Any GPU
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pip install turboquant-gpu 5.02x KV cache compression for ANY GPU (RTX, H100, A100, B200) – works over @huggingface transformers – dead-simple API: compress + generate in 3 lines – 3-bit Lloyd-Max fused KV compression (0.98 cosine similarity) – outperforms MXFP4 (3.76x) and NVFP4 (3.56x) on compression Ran Mistral-7B: 1,408 KB → 275 KB KV cache (5.02x) Quickstart: github.com/DevTechJr/turboqu… Written in cuTile (CUDA 12, 13) with PyTorch fallbacks
→ View original post on X — @huggingface, 2026-04-05 19:30 UTC
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Qwen3.6-Plus Launches: Advanced Agentic Coding and Multimodal AI
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Qwen3.6-Plus has been added to Design Arena! Delivering state-of-the-art agentic coding from frontend designs to complex repo-level problem solving, with sharper multimodal perception and more stable performance. Qwen (@Alibaba_Qwen) （1/8）🚀 Introducing Qwen3.6-Plus: Towards Real-World Agents! 🤖 Today, we’re thrilled to drop a major milestone in our journey toward native multimodal agents. Here is what makes Qwen3.6-Plus a game-changer： 💻 Next-level Agentic Coding: Smarter, faster execution. 👁️ Enhanced Multimodal Vision: Sharper perception & reasoning. 🏆 Top-tier Performance: Maintaining leading general capabilities. 📚 1M Context Window: Available by default via our API. Built on your invaluable feedback from the Qwen3.5 era, we’re laying a rock-solid foundation for real-world devs. Get ready to experience truly transformative ✨ Vibe Coding ✨. Huge thanks to our community! Go try it out and show us what you can build. 👇 Chat: chat.qwen.ai/ API: modelstudio.console.alibabac… Blog: qwen.ai/blog?id=qwen3.6 🔔Noted：More Qwen3.6 models to come and be open-sourced! Stay tuned~ 👀#Qwen #AI #AgenticCoding #VibeCoding #Agents — https://nitter.net/Alibaba_Qwen/status/2039705104723611829#m
→ View original post on X — @deeplearn007, 2026-04-05 19:20 UTC