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Dev.to

7 advanced Claude Code tips from 17 months of intense use

<p>I've been using Claude Code intensely for about 17 months now, and I've ramped it up significantly over the past few months. So I wanted to share some of the more advanced tips I've learned.</p> <h2> 1. Use auto mode </h2> <p>Auto mode lets Claude decide whether a command is safe to run in context, instead of asking you to approve every single one. (You can cycle to it with shift+tab.) I've been using it for the past month or so and it's been working really well so far.</p> <p>The main thing

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Hacker News LLMLLMs

The State of Open-Source LLM Inference

Article URL: https://shwethakrishnamurthy.substack.com/p/the-state-of-open-source-inference Comments URL: https://news.ycombinator.com/item?id=48925874 Points: 2 # Comments: 0

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Hacker News AILLMs

My thoughts on the future of Go in the AI era

Article URL: https://packagemain.tech/p/my-thoughts-on-the-future-of-go-in-ai-era Comments URL: https://news.ycombinator.com/item?id=48925839 Points: 2 # Comments: 0

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Dev.to

TypeScript `const` Type Parameters: Immutable Inference and When It Beats `as const`

<h1> TypeScript <code>const</code> Type Parameters: Immutable Inference and When It Beats <code>as const</code> </h1> <blockquote> <p><em>This article was written with the assistance of AI, under human supervision and review.</em></p> </blockquote> <p>Most TypeScript type widening problems in generic functions stem from a single overlooked feature: const type parameters. Teams write elaborate type helpers and sprinkle <code>as const</code> assertions everywhere when the compiler already offers a

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Product HuntTools

Backdrop

<p> AI Coworkers that run your projects and operations </p> <p> <a href="https://www.producthunt.com/products/backdrop?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1197573?app_id=339">Link</a> </p>

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The Robot ReportRobotics

Agility outlines six recommendations for U.S. humanoid robot policies

Peggy Johnson, CEO of Agility, said the U.S. needs a policy framework that can strengthen what's already working for the humanoid industry. The post Agility outlines six recommendations for U.S. humanoid robot policies appeared first on The Robot Report .

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Agility outlines six recommendations for U.S. humanoid robot policies
Hacker News Show

Show HN: Limits, an on-device iOS app for tracking AI usage limits

I built Limits because I wanted an easier way to keep track of when my limits would reset. Like say you're outside and just wanna know if your weekly or session limit is back. It’s a meticulously designed, free iOS app that connects to your accounts entirely on-device. No Mac companion app, no tethering, and no background server. It currently supports Codex, Claude Code, and Cursor. You can check usage from the app, home screen, or lock screen widgets, get notified when your limits reset, track

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The Robot ReportRobotics

Vicarious Surgical board seeks to dissolve company

The board is asking shareholders to approve their plan to dissolve and liquidate the business at a special meeting scheduled for July 21, but said it can not predict how much (if anything) investors would recover or when. The post Vicarious Surgical board seeks to dissolve company appeared first on The Robot Report .

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Vicarious Surgical board seeks to dissolve company
The Hacker NewsSecurity

TuxBot v3 Evolution Shows Signs of LLM-Assisted IoT Botnet Development

Cybersecurity researchers have disclosed details of a previously unreported Internet-of-Things (IoT) botnet framework dubbed TuxBot v3 Evolution that shows signs of being developed with assistance from a large language model (LLM), albeit with not so successful results. "While the AI complied with their request to generate botnet code, it included a safety disclaimer that the developer failed

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TuxBot v3 Evolution Shows Signs of LLM-Assisted IoT Botnet Development
Hacker News AILLMs

Archer Announces Zee, AI Foundation Model Purpose-Built for Aviation

Article URL: https://www.investors.archer.com/news/news-details/2026/Archer-Announces-Zee-AI-Foundation-Model-Purpose-Built-for-Aviation-a-Key-Pillar-of-Its-Physical-AI-Strategy/default.aspx Comments URL: https://news.ycombinator.com/item?id=48925179 Points: 1 # Comments: 0

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WiredBusiness

AI Isn’t Smarter Than a Baby—Yet

Babies are tremendous learning machines, and key advances for AI may soon be found in the architecture of their little brains.

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AI Isn’t Smarter Than a Baby—Yet
Hacker News Ask

Ask HN: Are the heaviest AI users of your team blowing past everyone else?

As AI assisted coding can be pretty divisive some SEs don't use any of the tools and some use them heavily. I'm curious to hear do you notice a difference in performance of team members using the tools vs not? Are the ones using them blowing past the rest of the team in terms of features shipped, bugs fixed, productivity? Are faster promotions/higher ratings going to these people? Comments URL: https://news.ycombinator.com/item?id=48925067 Points: 4 # Comments: 2

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VentureBeat

Cohere VP says enterprise AI sovereignty requires control of the full agent stack

Hundreds of enterprise leaders and technical experts packed the main ballroom of the luxurious Hotel Nia in Menlo Park this week for VB Transform 2026 , the year's preeminent conference on using generative AI agents to drive business outcomes. Rachad Alao, vice president of product engineering at the rising Canadian enterprise AI startup Cohere, joined VentureBeat CEO and editor-in-chief Matt Marshall for a fireside chat about building agentic systems without surrendering sensitive data, infrast

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Cohere VP says enterprise AI sovereignty requires control of the full agent stack
Hacker News: Show HN

Show HN: Benchmarklist: track AI benchmarks (2.4k+), models, and capabilities

We’re launching BenchmarkList: one place to track AI benchmarks, models, and capabilities. It’s surprisingly hard to get a complete picture of what AI can and can’t do. Most of the attention goes to a handful of benchmarks focused on coding, math, and reasoning abilities. Meanwhile, researchers, companies, and domain experts are building incredible benchmarks and evals across healthcare, law, trades, and more. But this work is scattered across research papers, GitHub repos, model cards, websites

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AWS Machine Learning Blog

Built Technologies builds an AI-powered document intelligence solution on AWS to power agents across real estate finance

Built partnered with the AWS Generative AI Innovation Center (GenAIIC), AWS Partner AND Digital, and AWS account teams to create a scalable, AI-powered document processing engine that can classify, split, extract, evaluate, and reason over complex real estate finance documents. It reduces workflows that previously took days to minutes, supports hundreds of document types, and gives technical teams and industry experts a shared environment for building and improving document processors.

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Hacker News LLMLLMs

Inkling – Open-Weights 975B Parameter LLM

Article URL: https://thinkingmachines.ai/inkling/ Comments URL: https://news.ycombinator.com/item?id=48924929 Points: 119 # Comments: 4

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Hacker News FrontTools

Inkling: Our Open-Weights Model

Article URL: https://thinkingmachines.ai/news/introducing-inkling/ Comments URL: https://news.ycombinator.com/item?id=48924912 Points: 399 # Comments: 103

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AWS Machine Learning Blog

Agentic vision: Building visual intelligence with Amazon Bedrock and MCP servers

In this post, we walk you through the Computer Vision MCP Server, which illustrates this approach, representing how AI systems can process visual information and make intelligent decisions through a single, standardized interface. This convergence transforms what was once a complex integration challenge into a streamlined process, making AI capabilities accessible to a broader range of applications and developers.

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The Robot ReportRobotics

Icarus Robotics uses KULR technology to power JOY free-flying space robot

Under the agreement, KULR will supply its KULR ONE Space battery systems to power JOY’s onboard systems on the ISS. The post Icarus Robotics uses KULR technology to power JOY free-flying space robot appeared first on The Robot Report .

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Icarus Robotics uses KULR technology to power JOY free-flying space robot
The Guardian AIBusiness

Trump rails against New York’s statewide datacenter moratorium

<p>AI-friendly president shared a post saying governor Kathy Hochul should scrap the one-year policy ‘IMMEDIATELY’</p><p>Donald Trump railed against the New York governor, Kathy Hochul, for pausing the construction of large new datacenters, the resource-intensive facilities that power artificial intelligence.</p><p><a href="https://www.theguardian.com/us-news/new-york">New York</a> became the first US state to enact a moratorium on new datacenters on Tuesday, when Hochul signed an executive orde

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Trump rails against New York’s statewide datacenter moratorium
WiredBusiness

Thinking Machines Lab Drops Its First Model

Inkling, a 975-billion-parameter open source model, was trained to understand video and audio. It could help Thinking Machines establish itself among competitors like Anthropic and OpenAI.

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Thinking Machines Lab Drops Its First Model
The Verge

Suno snatched millions of songs from YouTube, Genius, and Deezer

Suno data obtained in a hacking incident has exposed that the AI music generator was trained by scraping millions of songs and lyrics from online audio platforms, including YouTube Music, Deezer, and Genius, 404 Media reports. Given that Suno has avoided revealing what's in its training datasets and how they were acquired, this a rare […]

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Suno snatched millions of songs from YouTube, Genius, and Deezer
Hacker News: Show HN

Show HN: Stemning AI

See yourself reimagined in every era — from 1950s glamour to Y2K pop culture, with authentic fashion, hairstyles, and photo aesthetics. Free with your own API keys Comments URL: https://news.ycombinator.com/item?id=48924432 Points: 1 # Comments: 0

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The DecoderBusiness

GPT-5.6 Sol reportedly disproves a 30-year-old statistics conjecture in 90 minutes after humans couldn't crack it

A University of Pennsylvania statistics professor used OpenAI's GPT-5.6 Sol Pro to disprove a central open conjecture about the Benjamini-Hochberg method in roughly 90 minutes. The predecessor model, GPT-5.5, couldn't find a solution even after 20 hours. The answer combines known methods in a new way, keeping the bigger question alive: can AI produce genuinely new knowledge, or does it just recombine what it already learned? The article GPT-5.6 Sol reportedly disproves a 30-year-old statistics c

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GPT-5.6 Sol reportedly disproves a 30-year-old statistics conjecture in 90 minutes after humans couldn't crack it
r/MachineLearningResearch

Looking for JEPA devil advocates [R]

<!-- SC_OFF --><div class="md"><p>I am currently doing research on world models, specially in tje field of robot learning, and, as probably most of you alredy know, JEPA-like models are mentioned over and over. </p> <p>I read the main recent papers from lecun as well as other research groups, and I personally think the whole approach is very promising and can really go somewhere.</p> <p>But after listening a bunch of the recent Y Lecun conferences his ideas looks even too cool compared to "liter

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