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The Verge

Meta has a new app called Pocket that is absolutely nothing like the old Pocket

Mozilla shut down the well-loved read-it-later Pocket app last year, and now Meta is launching an app called Pocket with an entirely different, AI-focused pitch: this new app lets you make and share little interactive "gizmos" built from an AI prompt, as reported by Business Insider. Meta CEO Mark Zuckerberg is all in on AI […]

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Meta has a new app called Pocket that is absolutely nothing like the old Pocket
Hacker News AILLMs

The Ramanujan Challenge for AI

Article URL: https://www.ramanujanmachine.com/ramanujan-challenge/ Comments URL: https://news.ycombinator.com/item?id=48767285 Points: 1 # Comments: 0

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Dev.to

The last mile of AI-assisted coding is a signup form

<p>AI has made most of my solo development two to three times faster. I spend my time on product decisions now, not boilerplate — the agent writes the integration, the migration, the test. But there's one part of the loop it kept handing back to me, and it broke my flow every single time.</p> <p>You know the moment. You ask for email, or push notifications, or a database. The agent writes the integration in thirty seconds and then stops:</p> <p>Add your RESEND_API_KEY to .env.</p> <p>So I alt-ta

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Dev.to

I Built an AI Life Planner the Month I Graduated and Switched to Linux Halfway Through

<blockquote> <p>🔗 Live app: <a href="https://lifeplanner.hilalsay.com.tr" rel="noopener noreferrer">https://lifeplanner.hilalsay.com.tr</a><br> ⭐ GitHub: <a href="https://github.com/hilalsay/LifePlanner" rel="noopener noreferrer">https://github.com/hilalsay/LifePlanner</a><br> 📝 Medium Post: <a href="https://medium.com/@hilalsaydogdu09/i-built-an-ai-life-planner-the-month-i-graduated-and-switched-to-linux-halfway-through-09f846ed8b56" rel="noopener noreferrer">https://medium.com/@hilalsaydogdu

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VentureBeat

New Alibaba AI framework skips loading every tool, cutting agent token use 99%

As enterprise AI systems scale to handle complex workflows, practitioners face the challenge of routing subtasks to the right tools and skills. Agents can have hundreds of tools and skills and get confused on which one to use for each step of a workflow. To address this challenge, researchers at Alibaba developed SkillWeaver , a framework that creates an execution graph for a given task and chooses the right skills for each of the nodes. They also introduce Skill-Aware Decomposition (SAD), a nov

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New Alibaba AI framework skips loading every tool, cutting agent token use 99%
Hacker News AILLMs

AI Agent Qubitz

Article URL: https://github.com/Gabrieliam42/AI-Agent-Qubitz Comments URL: https://news.ycombinator.com/item?id=48767232 Points: 1 # Comments: 0

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OpenClaw Commits

fix: OAuth refresh failures report reauth instead of stale success (#…

<pre style='white-space:pre-wrap;width:81ex'>fix: OAuth refresh failures report reauth instead of stale success (#99134) Fail closed when managed OpenAI OAuth refresh fails instead of silently falling back to stale external Codex CLI credentials. Make managed provider OAuth authoritative after bootstrap, preserve API-key and non-OpenAI external CLI behavior, and surface targeted re-auth guidance without exposing profile IDs in group/channel replies. Fixes #99120. Co-authored-by: Eva <239388517+1

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PyTorch

Building the Future of On-Device AI at the ExecuTorch Hackathon

This past weekend in San Francisco, builders, researchers, mobile developers, and AI practitioners came together for the ExecuTorch Hackathon, a two-day, on-site event focused on a practical and increasingly important...

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Building the Future of On-Device AI at the ExecuTorch Hackathon
Dev.to

Your Claude Code Bill Quietly Got 5x Worse — And They Were Tracking You Too

<p>This has been a rough week for Anthropic's developer trust.</p> <h2> The Invisible Price Hike </h2> <p>Developer Vincent Schmalbach published detailed logs showing Claude Code's effective cost increased approximately <strong>5x</strong> — without any pricing change announcement.</p> <p>His numbers are hard to argue with:</p> <ul> <li> <strong>Previous heavy weeks</strong>: ~8.9M and ~8.5M visible Opus tokens</li> <li> <strong>Current week</strong>: ~1.4M visible Opus tokens</li> <li><strong>S

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Dev.to

Why FSRS Is Better Than SM-2

<p>Most flashcard users never look at what algorithm schedules their reviews. They tap "Good," see the next card, and move on. But the scheduling algorithm matters more than the app's interface, its price, or how many decks it ships with. It determines which cards you see, when you see them, and whether you waste twenty minutes a day on reviews you don't need.</p> <p>SM-2 was groundbreaking in 1987. It gave every card its own schedule — something no software had done before. But it has structura

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Hacker News AILLMs

Mathematics in the Age of AI

Article URL: https://www.quantabooks.org/kevin-hartnett-on-mathematics-in-the-age-of-ai/ Comments URL: https://news.ycombinator.com/item?id=48767106 Points: 2 # Comments: 0

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Dev.to

I built TechVentry – a free directory to help developers discover useful tools, APIs, AI resources, and jobs

<p>Hi everyone! 👋</p> <p>Over the past few months, I've been building TechVentry, a free platform designed to help developers find useful resources without jumping between dozens of websites.</p> <p>Why I built it</p> <p>Whenever I started a new project, I kept searching for the same things:</p> <p>Public APIs<br> AI tools<br> Developer jobs<br> Learning resources<br> Open-source projects<br> Productivity tools</p> <p>I realized there wasn't a single place where I could browse all of these easi

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Hacker News AILLMs

Zuckerberg says AI agent development going slower than expected

Article URL: https://www.reuters.com/business/zuckerberg-says-ai-agent-development-going-slower-than-expected-2026-07-02/ Comments URL: https://news.ycombinator.com/item?id=48767058 Points: 14 # Comments: 7

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Hacker News Show

Show HN: Fastest Enterprise AI Gateway

Article URL: https://github.com/maximhq/bifrost Comments URL: https://news.ycombinator.com/item?id=48767003 Points: 2 # Comments: 0

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Dev.to

Payment rail or settlement layer? Why the agent economy will have to tell them apart

<p>Every few weeks the agent-commerce space gets a new "settlement layer for the agent economy." Look closely and most of them are payment rails wearing the word "settlement." The distinction sounds pedantic. It isn't. It decides whether an autonomous agent trading value across chains has to trust an intermediary - or doesn't.</p> <p>So here's a question worth arguing about, and I'll give you the honest case for both sides.</p> <p><strong>In the next 12 months, do agent payment rails - x402, AP2

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Hacker News AILLMs

CHackerBlog Released – How it was made with AI

Article URL: https://cimons.com/article/how-this-blog-was-created-with-ai Comments URL: https://news.ycombinator.com/item?id=48766915 Points: 1 # Comments: 0

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Hacker News AILLMs

AI content flood: why the web's signal is dying

Article URL: https://psyll.com/articles/technology/ai-machine-learning/ai-content-flood-why-the-webs-signal-is-dying Comments URL: https://news.ycombinator.com/item?id=48766635 Points: 3 # Comments: 0

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Simon WillisonLLMs

llm-coding-agent 0.1a0

<p><strong>Release:</strong> <a href="https://github.com/simonw/llm-coding-agent/releases/tag/0.1a0">llm-coding-agent 0.1a0</a></p> <p>Another Fable 5 experiment. Now that my <a href="https://llm.datasette.io/">LLM library</a> has evolved into more of an agent framework it's time to see what a simple coding agent would look like built on it.</p> <p>I started a <a href="https://github.com/simonw/llm-coding-agent/tree/2466fa03ba8e5122c3bfa93d52167d33bce40ac6">new Python library</a> using my <a hre

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Hacker News: Show HN

Show HN: A provider-agnostic agent loop built on ports and adapters

I work on agent infra at Featherless. This is MIT and works with any OpenAI-compatible endpoint, not just ours. I kept rebuilding the same loop: call model, run tools, feed results back, stop. Every framework I tried either owned the UI, owned the control flow, or dragged a dependency tree. So I pulled the loop out and put every piece behind an interface: memory, model, tools, stop condition. The loop depends only on the interfaces. It never writes to a screen. It emits one typed event stream, s

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The DecoderBusiness

Microsoft launches $2.5 billion "Frontier Company" to embed 6,000 AI engineers inside enterprise clients

Microsoft is investing $2.5 billion in a new unit called "Frontier Company" that puts 6,000 engineers directly at enterprise customers. The goal is to integrate AI into core processes with measurable ROI, not more experimentation. Microsoft is positioning itself as a platform-neutral alternative to OpenAI and Anthropic, which push their own models through their own deployment companies. The article Microsoft launches $2.5 billion "Frontier Company" to embed 6,000 AI engineers inside enterprise c

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Hacker News Ask

Stopping token burn because of agents sticking in a loop

https://dev.to/kioiek/fuseguard-trip-agent-loops-locally-see-blocks-in-your-fleet-console-14e4 Comments URL: https://news.ycombinator.com/item?id=48766049 Points: 1 # Comments: 0

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Hacker News FrontTools

The Short Leash AI Coding Method for Beating Fable

Article URL: https://blog.okturtles.org/2026/07/short-leash-ai-method/ Comments URL: https://news.ycombinator.com/item?id=48766026 Points: 40 # Comments: 24

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