And earlier today we rolled out a ton of error message improvements so that the Interactions API (our unified interface to interact with models & agents) has much more human and agent readable error messages! It’s a good day to be a developer : )
TOOLS
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Free Hugging Face Mirror Offered If Platform Goes Down
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If @huggingface gets taken down I got your back for free
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Google Ships Webhooks in Gemini API for Long-Running Tasks
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We just shipped Webhooks in the Gemini API 🙂 This is a big step towards making the DevX for long running tasks (batch, agents, GenMedia, etc) way better.
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NVIDIA Uses cuOpt Agentic Workflows to Optimize Supply Chains
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Internally at NVIDIA, we use cuOpt based agentic workflows with agent skills to optimize our supply chains. Since it’s open source, you can too.
— NVIDIA AI (@NVIDIAAI) 4 mai 2026
With optimizations ready in minutes instead of weeks, the workflow uses multi-agent LangChain Deep agent orchestration and… pic.twitter.com/V5BJnMOzJbInternally at NVIDIA, we use cuOpt based agentic workflows with agent skills to optimize our supply chains. Since it’s open source, you can too. With optimizations ready in minutes instead of weeks, the workflow uses multi-agent LangChain Deep agent orchestration and
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Codex Boosts Experiments but Only 15% of Results Are Trustworthy
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with Codex, i can run 10x the experiments out of these experiments, i can trust about 15% of the results conclusion: i am 50% more productive with codex
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Local LLMs Web Stack Setup With SearXNG Firecrawl and Camofox
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PRO TIP Using local LLMs? Give them a web stack My setup: – SearXNG: candidate source discovery – Firecrawl: known-URL scraping and crawling – Camofox: browser fallback when JS/interaction gets annoying Search → Extract → Interact Tell your favorite agent to set this up,
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User Abandons Comet Browser After Shortcuts Feature Removal
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I switched back to Chrome literally a couple days ago. Comet removed their /shortcuts from the assistant and it was the thing I used the most in Comet. When they did that, I bailed. I still like Perplexity but Comet dropped the ball with that change.
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MLX vs llama.cpp for Inference on Apple Silicon
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MLX is often better on Apple Silicon from my experience llama.cpp is my fallback method
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Vapi AI Showcases Voice API for Enterprise Phone Operations
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Visit @Vapi_AI at Interrupt! Swing by their booth during our agent conference and see how their API helps enterprises build voice AI products and scale phone operations.
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Config Migration Fix for Gateway requireMention Setting 2026.5.3
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This looks like a config migration issue in 2026.5.3. Until 2026.5.4 is out later today, put requireMention under groups, not at the top level, then restart the gateway. (we add automatic migration in the next version) Telegram:
channels.telegram.groups["*"].requireMention =