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Today's topics:
-100-agent swarms go mainstream
-Self-assembling enterprise automations
-Open coding agents for repos
-Agentic vision and search upgrades
-Local assistants with real memory
-Quantization-aware RL for INT4
-Policies, spending, and AI backlash
-https://www.liminal.ai/behavioral-agent-automation-platform
-https://github.com/deepseek-ai/DeepSeek-OCR-2
-https://www.kimi.com/blog/kimi-k2-5.html
-https://x.com/manthanguptaa/status/2015780646770323543
-https://mahadk.com/posts/ai-skills-hub
-https://orkes.io/blog/how-to-orchestrate-langchain-agents-for-production-with-orkes-conductor/
-https://orkes.io/blog/how-to-orchestrate-langchain-agents-for-production-with-orkes-conductor/
-https://allenai.org/blog/open-coding-agents
-https://spyglass.org/deepseek-moment/
-https://bayramovanar.substack.com/p/tech-market-is-fucked-up
-https://arxiv.org/abs/2601.18778
-https://www.testingcatalog.com/manus-ai-launches-agent-skills-open-standard-for-ai-workflows/
-https://github.com/MoonshotAI/kimi-agent-sdk
-https://lmsys.org/blog/2026-01-26-int4-qat/
-https://www.linkedin.com/posts/activity-7421961681012129793-9K3T
-https://jellyfin.org/docs/general/contributing/llm-policies/
-https://www.testingcatalog.com/google-launches-agentic-vision-in-gemini-3-flash/
-https://blog.google/products-and-platforms/products/google-one/google-ai-plus-availability/
-https://blog.google/products-and-platforms/products/search/ai-mode-ai-overviews-updates/
-https://playerzero.ai/campaigns/context-graphs
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