Unlike most LLMs, Kimi K2 was trained for agentic behavior: Calls APIs Executes chains Understands tools Writes complex apps Supports structured thinking This isn't a chatbot. It's a full-on coding + reasoning machine.
SOFTWARE
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Kimi K2: Open AI Rivaling Claude 4
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Kimi K2 specs are wild: → 1T total / 32B active MoE
→ SOTA on SWE Bench, Tau2, AceBench
→ Strong in code + multi-step tasks
→ $0.15–2.50 per million tokens via API
→ Open weights + GitHub + playground It rivals Claude 4 in coding but it's free + open. -
Kimi K2: Open-Source LLM Dominates Code & Agents
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Kimi k2 is a terrifyingly good open-source model. Its really good at code, agents, and real-world tasks. It’s open, fast, and beats most LLMs in key benchmarks. I built 3 working apps with it in a day:
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Portable User Preferences and AI Memory Across Tools
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i hope we end up in a place where we can easily port and combine user preferences and other memories that ai tools learn through our interactions
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Reducing Page Weight: Ditching Unoptimized Speaker Photos
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In a beautiful cautionary tale about the dangers of vibe-coding on a phone, it turns out the page was 130MB because it included unoptimized photos of all 170+ speakers! I've ditched those now, reducing the page weight to a much less horrifying 93.58KB
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AI Tools Increase Developer Value and Employment Opportunities
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My hope is that these tools make software developers /more/ valuable, because now you can hire us and we can build more stuff for you! We might even see companies that didn't used to hire developers at all start employing developers to build them custom software solutions
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Software Engineers Unafraid of AI Tool Obsolescence
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I continue to be entirely unafraid that these tools are going to obsolete my skills as a software engineer
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Building AI-Powered Schedule Interface with Codex and Claude
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I scraped the schedule for @OpenSauceLive this morning and built this alternative schedule interface that includes the option to add everything to your calendar (via ICS)… working entirely on my iPhone, using OpenAI Codex and Claude Artifacts
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Microsoft Missed Opportunity in AI Agents for Knowledge Workers
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One implication from ChatGPT agent (not a creative name, but a descriptive one – a rare naming win!) is the labs are learning that many knowledge workers live in Excel & PowerPoint. Surprised that Microsoft did not do more to push past Copilots when they had this to themselves.
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SmolAgents Cerebras Ultra-Fast AI Agents Launch
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🤗 @HuggingFace SmolAgents x Cerebras 🚀
— Cerebras (@cerebras) 17 juillet 2025
Quickly launch far more capable, ultra‑responsive agents with
•Just a few lines of code
•~300 mstime to first token
•~2.6 k tok/s (≈ 19× GPU) pic.twitter.com/wQ5b8Vi0E6@HuggingFace SmolAgents x Cerebras Quickly launch far more capable, ultra‑responsive agents with
•Just a few lines of code
•~300 mstime to first token
•~2.6 k tok/s (≈ 19× GPU)