Gemma4
ollama.comJust hit the market with a 20x jump in competitive coding performance. The 31B Dense model is currently #3 globally on the Arena leaderboard among open models.
# AI
The Sovereign Stack: Local-First Autonomy & Agentic Workflows
"The AI landscape has hit a critical "Sovereignty" shift. Open-weight models like Gemma 4 and Llama 4 Scout have essentially closed the gap with proprietary APIs, making local-first development the professional standard for privacy and cost. This collection is your tactical blueprint for building "Agentic" systems that don't just chat, but autonomously execute across your file system and terminal."
Resources
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llama4:scout
ollama.comMeta's first native Mixture-of-Experts (MoE) model. The "Scout" variant handles a massive 10-million-token context window—ideal for feeding your entire repository into a single prompt for refactoring.
Windsurf
windsurf.comKnown for its "Flow" feature, it allows for deep codebase understanding that goes beyond simple file-level edits. It's the current gold standard for large-scale "vibe coding" sessions.
Krea: AI Creative Suite for Images, Video
krea.aiTheir new 14B engine allows you to direct video and image generation as it happens. Perfect for creating the "high-end" packshots and lifestyle assets.
Manus
manus.imManus represents the shift toward agentic "chaining." It handles deep due diligence and synthesizes findings into final assets—great for automating your startup's market research.
OpenClaw — Personal AI Assistant
openclaw.aiThe viral alternative to Claude Code. It allows local agents to browse the web, edit files, and run terminal commands.