My whole life is that way. My toast was toasted by an oven with a camera that looked at the toast, sent that to an NVIDIA Jetson card, and an AI decided how long to toast it. What a world!
AUTOMATION
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How AI agents transform version control and branching strategies
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While the paper does not contain a standalone section exclusively focused on traditional version control systems, it outlines how version control, repository management, and branching strategies change when working with AI agents. Like treating Agent Context and Rules as
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Arcade Launch: Thousands of Tools with LangChain No-Code
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congrats to arcade for their launch!
— Harrison Chase (@hwchase17) 15 juin 2026
they make it super easy to use thousands of tools
if you want to try them out with langchain – easiest way is probably our no-code agent builder: https://t.co/jRHHHwQMHh https://t.co/WTlTJDkfnRCongratulations to Arcade for their launch! They make it super easy to use thousands of tools. If you want to try them with LangChain – the simplest way is probably our no-code agent builder: https://docs.langchain.com/langsmith/fleet/arcade …
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OrcaRouter detects hallucinations and ensures reliability
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A model has a bad day and your output collapses.
OrcaRouter makes reliability structural, not a matter of luck.
If a leg hallucinates, the judge detects it and provides the answer that holds the road. -
Robot drives to EdgeCity for world model talk
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I'm on the way to the @JoinEdgeCity conference where I'm giving a talk on world models. My robot's driving (actually a world model), and I'm reading this getting me up to date. It is a two-hour drive. And I am on an audio space here on X. Life is awesome. Great write up
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10 GitHub repositories that automate your work in 2026
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10 GitHub repositories that automate your work while you sleep in 2026. Save this list. 1. OpenHands Autonomous coding agent. 76,500 stars. Used by engineers from Apple, Google, Amazon, Netflix, and NVIDIA. Repo → https://
github.com/OpenHands/Open
Hands
… 2. Hermes
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AI agent turns influencer marketing into one-person operation
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Here's the bigger picture. The whole operational layer of influencer marketing (screening, outreach, negotiation, tracking) just became a 24/7 AI agent. One person can now launch what used to take a team. That's how I plan to grow http://
AlignedNews.com, and AhaCreator 3.0 is -
Scobleizer tests AI influencer platform for new AlignedNews venture
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I'm building something new: http://
AlignedNews.com/ai, my next venture in AI news. So when @_ahacreator asked me to test their 3.0 influencer marketing platform, I gave it a real job. I pasted one link, http://
AlignedNews.com, and watched its AI build the entire influencer -
HarnessX: Harnesses You Compile, Not Hand-Build
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// HarnessX: Harnesses You Compile, Not Hand-Build // (bookmark it) Most agent harnesses are hand-crafted and frozen. Each new model or task means rewriting the prompts, tools, memory, and control flow from scratch, and the rich traces from every run get thrown away. HarnessX
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Max Agency podcast on building the best agents
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Listen to the full conversation on Max Agency, a podcast about how the best agents are being built. YouTube: https://
youtube.com/watch?v=RjpTrf
fSMjE
… Apple Podcasts: https://
podcasts.apple.com/us/podcast/the
-tool-design-tricks-behind-benchlings-ai-agents/id1891551672?i=1000771169985
… Spotify: https://
open.spotify.com/episode/2bFEj2
W290bk2JW1zC6wyp
…