For data engineers, data scientists, ML engineers, and analysts, context matters. A useful AI agent needs to understand not just the code, but the data it depends on, the assets it may affect, and the environment where it will run. That’s why we built Genie Code. With Genie
SOFTWARE
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GoalOS Mission OS: The Proof OS for Autonomous AI Work
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AI does not need to produce more output. It needs to produce proof. I’m sharing my paper: GoalOS Mission OS: The Proof OS for Autonomous AI Work The thesis is simple: AI creates output.
GoalOS creates proof. Today’s models can answer.
Agents can act.
But institutions need -
New visual identity and website for Llama.cpp
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Llama.cpp has a new visual identity + official website. Run local models today! Now more than ever, open source must prevail. By @alekgrygier and @ggerganov at ggml/hf
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Essential feature missing from most vibe-coding platforms
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such an essential feat. I genuinely don’t understand why most vibe-coding platforms don’t offer it
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Software jobs change: AI Strategic Technologists and AI Full Context
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Read carefully. Software professions are undergoing profound change and redefinition. I plan to identify and group AI Strategic Technologists (strategic technologists who design projects and have the vision) and AI Full Context.
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Fable uses ThreeJS and GPT-Realtime-2 for interactive kid experience
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Under the hood, Fable generates the world with ThreeJS, and GPT-Realtime-2 lets the kid answer out loud, ask questions, etc. As you can see, there are still small issues and paper-cuts throughout (it's a POC!), but the possibility of what this could become is absolutely insane!
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Self-generating 3D game fusing learning with kids’ interests
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While we wait for Claude Fable 5 to come back, here's another wild demo I built for Alpha School.
— Matt Shumer (@mattshumer_) 17 juin 2026
A 3D game that generates itself on the fly, fusing what a kid has to learn with what they're actually into.
Just the first prototype, done in two days with Fable.
(sound on!) pic.twitter.com/GVbS6x1AzmWhile we wait for Claude Fable 5 to come back, here's another wild demo I built for Alpha School. A 3D game that generates itself on the fly, fusing what a kid has to learn with what they're actually into. Just the first prototype, done in two days with Fable. (sound on!)
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Memanto: infinite on-prem memory for Claude, Codex and Cursor
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Ahora puedes darle memoria infinita a Claude, Codex y Cursor sin que tus datos salgan de tu máquina.
— Nico (@nicos_ai) 17 juin 2026
Memanto acaba de lanzar su actualización más grande hasta la fecha:
→ ahora corre 100% en tu propia infraestructura (on-prem)
→ eliges tu proveedor de embeddings y LLM:… https://t.co/DrZ8WYQJwA pic.twitter.com/Jnr10zenZ5Now, you can give infinite memory to Claude, Codex and Cursor without your data leaving your machine. Memanto has just launched its biggest update to date: → now it runs 100% on your own infrastructure (on-prem) → you
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GitHub COO interviewed on agent-created pull requests surge
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GitHub has a front-row seat to how code is changing now that everyone—and their army of agents—can ship code. In March alone, agents created 17 million pull requests on the platform.
— Dan Shipper 📧 (@danshipper) 17 juin 2026
That’s why I was thrilled @hammer_mt was on hand to interview @github COO @kdaigle at Microsoft… pic.twitter.com/bwMYCgLOW1GitHub has a front-row seat to how code is changing now that everyone—and their army of agents—can ship code. In March alone, agents created 17 million pull requests on the platform. That’s why I was thrilled @hammer_mt was on hand to interview @github COO @kdaigle at Microsoft
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Introduction of On-Call Copilot, new agent model
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Introducing On-Call Copilot – a new agent template in LangSmith Fleet
— LangChain (@LangChain) 17 juin 2026
→ Triages every alert and investigates root cause across your code and traces
→ Manages tickets and routes every incident to the right channels
→ Continuously learns from your runbooks, escalation rules,… pic.twitter.com/5SM2FmJE7LIntroduction of On-Call Copilot – a new agent model in LangSmith Fleet
→ Sorts each alert and investigates root cause across your code and traces
→ Manages tickets and redirects each incident to the right channels
→ Continuously learns from your