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
TOOLS
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Deep Agents Part 3: Delegation with Built-in Sub-Agents
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Deep Agents deep dive part 3 | Delegation
— LangChain (@LangChain) 17 juin 2026
TLDR:
A planning tool that allows the model to organize work for challenging tasks.
Equipped with subagent support out of the box.
A 90 second explanation from @SydneyRunkle pic.twitter.com/6GTyaGjpegDeep Agents deep dive part 3 | Delegation TLDR:
A planning tool that allows the model to organize work for complex tasks. Equipped with built-in support for sub-agents from the start. A 90-second explanation by
@SydneyRunkle -

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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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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Apodex 1.0: Verified Research Agent
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Apodex has released Apodex 1.0, a deep research agent focused on verification that scours the web, synthesizes evidence, and generates reports where every claim is backed by a chain of verifiable evidence. In heavy mode, Apodex 1.0-H
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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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GPT-5.5 Pro/XHigh as judge for subjective scoring
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GPT-5.5 Pro/XHigh as a judge for the subjective scoring.
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Frontier models support scientific research loop in 2.5 months
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The full process took about 2.5 months, plus another half month for human chemists to write up the results. This is an early example of frontier models supporting more of the scientific research loop: reviewing studies, proposing hypotheses, designing experiments, interpreting
