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GitHub repos gaining traction - what high-signal users are starring and what's climbing the board, captured daily and enriched from GitHub. Raw material for spotting new tech and patterns worth building on.
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8 repos
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CommerceAgentBench: Benchmarking Long-Horizon Agents in High-Fidelity, Stateful, and Reproducible Replicas of Real Online Services
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FrontierSWE is an ultra long-horizon coding agent benchmark that tests implementation, performance eng and ML research
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OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks
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Measuring frontier coding agents on original, long-horizon engineering tasks
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[ICML'26] Scaling Long-Horizon LLM Agent via Context-Folding
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Unlimited OCR Works: Welcome the Era of One-shot Long-horizon Parsing.
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★ 7.2k zai-org/GLM-5GLM-5: From Vibe Coding to Agentic Engineering
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🚀 Ultra Recipe for Training Long-Horizon Search Agents - matching frontier AI's search capability with a 20B model + stateful harness