Open Source
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Research
openJiuwen turns the coding-agent harness into a measurable systems layer
openJiuwen proposes a composable, runtime-adaptive coding-agent harness and shows why model-matched benchmark audits matter for agent engineering.
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Open Source
Strix turns AI agents into autonomous pentesters, but its 96% benchmark needs context
Strix uses autonomous AI agents to validate vulnerabilities with PoCs. Aipolix examines its architecture, coding-agent integration and 96% XBEN claim.
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Open Source
User Scanner gives AI agents recursive OSINT, making scope control the real governance problem
User Scanner v1.5.1 adds MCP to recursive OSINT cross-scanning. Aipolix examines why agent permissions need investigation-scope lineage.
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Research
Recuris improves long-horizon agents by evolving memory, not model weights
Recuris keeps the base LLM frozen while evolving working and experiential memory, with reported gains across long-horizon agent benchmarks.
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AI Governance
Linux Foundation puts TRACE behind verifiable AI agent runtime evidence
TRACE moves under Linux Foundation governance with hardware-attested Trust Records for AI-agent runtime, policy, data and tool-use evidence.
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Open Source
GPT Image 2 prompt system passes 11K GitHub stars as Agent Skill gains traction
awesome-gpt-image-2 has evolved into a Prompt-as-Code system and Agent Skill, showing growing developer demand for reusable image prompt infrastructure.
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Open Source
FreeToken runs frontier-scale MoE models on consumer GPUs
FreeToken uses bandwidth-adaptive CPU-GPU execution and semantic caching to serve 35B to 753B MoE models on consumer and workstation hardware.
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New Models
Qwen3.8-Max raises the bar for open-weight coding models
Alibaba's Qwen team says Qwen3.8-Max sets a new bar for coding and cowork tasks and marks its first open-weight Qwen-Max-class release.
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Industry
Chinese AI models take OpenRouter’s top three spots in real-world usage
DeepSeek, Tencent and Xiaomi lead OpenRouter’s weekly token rankings, showing a major shift in real-world developer usage across coding and agent workloads.
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New Models
Ant Ling opens six Ling 3.0 checkpoints for custom LLM training
Ant Ling releases six Ling 3.0 base checkpoints across two model sizes and three training stages for continued pretraining and specialized LLM work.
