working on a "take this vibecoded slop app and make it a production-ready, e2e tested, maintainable, parallelizable agent repo" skill. this thing ran for ~16 hours yesterday and made 103 commits all told and i ended up with exactly the same app but instead of fragile mvp it
AI
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Anthropic annualized revenue $45B tops OpenAI $25B
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OpenAI made $5.7B in Q1. Anthropic made ~$4.7B. But Anthropic's annualized revenue recently hit $45B. OpenAI's sits at $25B. The difference: annualized revenue extrapolates from the most recent month, and Anthropic's monthly revenue appears to have more than doubled between Q1
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Datasette Agent Alpha: Conversational AI for SQLite Databases
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I released the first alpha of Datasette Agent – a conversational AI assistant for Datasette that can answer questions about data in SQLite databases, and can be extended with plugins to add extra tools and features
— Simon Willison (@simonw) 21 mai 2026
Here's a demo pic.twitter.com/2gyduf5EphI released the first alpha of Datasette Agent – a conversational AI assistant for Datasette that can answer questions about data in SQLite databases, and can be extended with plugins to add extra tools and features Here's a demo
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The Unpredictable Nature of AI Agents in Production
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The hardest truth about building agents? You don’t know what they’ll do until they’re in production… pic.twitter.com/PnPrX7nuUz
— LangChain (@LangChain) 21 mai 2026The hardest truth about building agents? You don’t know what they’ll do until they’re in production…
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AI Competitive Edge Shifts to Digital Workflow Orchestration
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The competitive edge in business is moving beyond who can write the best prompt. It is shifting toward who can orchestrate the best digital workflow. For the past two years, much of the AI conversation inside organizations has centered on prompt engineering, chatbot adoption,
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Cerebras Inference Speed Performance Across Model Types
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"As people began integrating AI into their day-to-day work, speed became fundamentally important. And we were just crushed with demand. Is Cerebras inference faster for specific use cases? No, it's faster across the board. Big models, small models, U.S. models, Chinese models,
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SambaStack offers high-performance AI inference infrastructure
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AI infra shouldn’t be complicated SambaStack gives teams a full hardware + software stack built for high-performance AI inference, whether you deploy on-prem or in the cloud. Learn more: https://
sambanova.ai/products/samba
stack?utm_source=x&utm_medium=organic&utm_campaign=enterprise
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Create Hugging Face Account and Train Personal AI Models
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create your HF account and start training models! that's the future of personal AI!
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Databox Evaluates Multi-Turn Analyst Agent Genie Using LangSmith
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@DataboxHQ uses LangSmith to evaluate their multi-turn analyst agent Genie. An inside look: https://
databox.substack.com/p/how-we-evalu
ate-a-multi-turn-agent
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Active Graph video: flipped agent architecture, blackboard system, self-improvement
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longer form video on Active Graph [7 min 22 sec]
— Yohei (@yoheinakajima) 21 mai 2026
– flip the agent architecture
– 1970s blackboard system
– rollback, fork, diff agent runs
– experience + behaviors + beliefs = you
– behaviors can write behaviors (self-improvement)
github: https://t.co/8ENyNt4gYD pic.twitter.com/WeN2D60bdjlonger form video on Active Graph [7 min 22 sec] – flip the agent architecture
– 1970s blackboard system
– rollback, fork, diff agent runs
– experience + behaviors + beliefs = you
– behaviors can write behaviors (self-improvement) github: https://
github.com/yoheinakajima/
activegraph
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