Aggressively JIT your work. It's not about the task at hand X, it's a little bit about X but mostly about how you should have had to contribute ~no latency and ~no actions. It's digital factorio time.
SOFTWARE
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Build RAG Chatbots with JavaScript and LangChain
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Build Your Own RAG Chatbot with JavaScript Made by the LangChain Community freeCodeCamp just released a course teaching JS devs to build RAG chatbots overcoming LLM knowledge cutoffs. LangChain.js orchestrates DataStax, OpenAI, and Next.js for real-time retrieval. Watch:
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AI Automates Device Pairing Process Through Interactive Instructions
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Yeah it wrote a script to start the pairing process and then told me "press and hold the button for 3 seconds now!" and I did and a few seconds later it said "That worked! We have the certificates let me list all the devices on the system… etc". Definitely a trippy experience.
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Tinyfish virtualized web browser acts like human for AI agents
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Pay attention to Tinyfish. They have a virtualized web browser that spins up, decomposes the webpage it's sent to see, and can act like a human being—filling in information, getting data, looking at different things, and bringing that back to your AI agents. You're right on; the
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Software Engineering Transforms in 2026: Humans Must Adapt to AI
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Software Engineering as a profession will continue to fundamentally change in 2026. Humans will need to learn to co-adapt to this evolving “alien technology” which comes with no real manual, and figure out how to operate it. What a time to be alive
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Steve Yegge argues for code rewrites in AI era
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very timely: @Steve_Yegge returned to LS to directly disagree with @spolsky
: https://
youtu.be/zuJyJP517Uw?si
=NWYrrvE7SKsfZWB4
… in the age of AI, you *should* rewrite your code! -

Beginner-Friendly Guide to Python Data Structures
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A free, beginner-friendly guide to data structures in Python, v/
@swapnakpanda
: https://
bit.ly/3Xu0qSB -

AI Research Enhances Robot Spatial Memory and Localization
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Why is this paper important? Because it makes robots much smarter and more reliable at remembering places! This paper lays out exactly how a car would figure out where it was just by looking around.
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Windsurf Wave 13 Update Details
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Windsurf released Wave 13 update with upgraded parallel agents, dedicated terminal and extended Free trail for SWE-1.5 model.
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Human speaking into iPhone app Typeless, an AI for speech-to-text conversion
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Well, you're getting a little bit of both here. I'm an actual human being speaking into my iPhone, and my iPhone has an app on it called Typeless, which is actually an AI. It takes the utterances coming out of my mouth into the iPhone's microphones and converts them into text so