If you're feeling like inventing AGI today, check out the new ARC-AGI-3 quickstart. You can get started building your own solver agent in minutes, locally, and you can run your experiments at 150,000 APM.
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10 Rules to Maximize GLM 4.7 Open-Source Coding Model Performance
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GLM 4.7 is one of the strongest open-source coding models available—but most developers aren't prompting it correctly.
— Cerebras (@cerebras) 30 janvier 2026
We put together 10 rules to help you get the most out of it:
– Front-load instructions (it has a strong recency bias)
– Use firm language: "must" and… pic.twitter.com/YFwjkumWViGLM 4.7 is one of the strongest open-source coding models available—but most developers aren't prompting it correctly. We put together 10 rules to help you get the most out of it: – Front-load instructions (it has a strong recency bias)
– Use firm language: "must" and -
Free Codex Pro subscription offered for CodexBar development help
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happy to gift a free codex pro subscription to the one who steps up and helps Peter w/ CodexBar!
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25-minute masterclass on Lovable from idea to MVP
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This guy literally dropped a 25-min masterclass on Lovable from idea to MVP!pic.twitter.com/wOq5SaNAX7
— God of Prompt (@godofprompt) 30 janvier 2026This guy literally dropped a 25-min masterclass on Lovable from idea to MVP!
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Context Management Crucial for Long-Horizon Agent Development
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Context management is just as important as model quality for long-horizon agents. Our co-founder @hwchase17 joined @sequoia to share what we've learned building LangGraph and Deep Agents: – Building agents is different from traditional software because the logic lives in the
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LangSmith Agent Builder GA and Experiment Comparison Tools
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Check out what we shipped this January We’re starting 2026 with: • LangSmith Agent Builder now GA — describe the agent you want and let it handle planning, tool selection, and using subagents when needed • Side-by-side experiment comparison to see what actually changed
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AI agents on OpenClaw launch social network, debug it
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If you aren't paying attention, the AI agents, running on @OpenClaw (formerly ClawdBot) have their own social network now and are working together to debug it. Decentralized computing is finally here.
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Winner Builds Interactive Learning App from Livestream Content
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We got over 50 submissions for the Vibe Code Camp challenge. Wild range of projects. The winner: @RisonSimon turned our 8-hour livestream into a full interactive learning app. Searchable insights. Speaker workflows. Copy-paste agent skills. Even a quiz. All vibe coded. Free
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daVinci-Dev: Agent-Native Mid-Training for Software Engineering
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daVinci-Dev Agent-native Mid-training for Software Engineering
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ConceptMoE: Adaptive Token-to-Concept Compression for Computing
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ConceptMoE Adaptive Token-to-Concept Compression for Implicit Compute Allocation