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Hacker News Ask

Ask HN: Use Copilot Inside of Claude Code

My company's Github Copilot plans have much higher usage limits than Claude Code. Wondering how to leverage Claude Code's harness and copilot's cheap tokens. Any idea? Comments URL: https://news.ycombinator.com/item?id=48832989 Points: 1 # Comments: 0

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The Hacker NewsSecurity

New HalluSquatting Attack Could Trick AI Coding Assistants Into Installing Botnet Malware

AI coding assistants have a habit of making things up. Ask one to fetch a popular tool, and it will sometimes hand back a real-sounding name for a project that does not exist. New research, which its authors call HalluSquatting, turns that habit into an attack: work out the fake names an AI reliably invents, register them first, and wait for the assistant to fetch your trap on a user's

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New HalluSquatting Attack Could Trick AI Coding Assistants Into Installing Botnet Malware
OpenClaw Commits

fix(skills): correct invalid install kinds in xurl and github [AI] (#…

<pre style='white-space:pre-wrap;width:81ex'>fix(skills): correct invalid install kinds in xurl and github [AI] (#102158) * fix(xurl): use install kind "node" instead of invalid "npm" [AI] The xurl skill's second installer declares kind "npm", which is not a valid install kind. The installer switches on spec.kind with cases for brew/node/go/uv/download and a default of "unsupported installer", so the entry is dropped -- `openclaw skills info xurl` only offers the brew option, leaving no install

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Dev.to

Design Tokens as AI Guardrails: Keeping AI-Generated Screens On-Brand

<p>The coding agents got good at layout. Ask Cursor, Claude Code, or Lovable for a pricing card and you get a recognisable, mostly-correct row of features with a button on the bottom — in about three seconds. The thing they're not good at is the part underneath: which blue, how much spacing, which grey for borders, what radius pairs with what shadow. They pick from an infinite palette and they pick badly.</p> <p>A constrained token set is the cheapest, most reliable guardrail you can put in fron

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Hacker News Show

Show HN: Dreamer – Mine your agent sessions for corrections you keep repeating

Finds patterns in your coding sessions for things that should go into the context and suggests what you should add to the context (AGENTS.md and other in-repo docs). Has human in the loop so you can review before changes are made. Comments URL: https://news.ycombinator.com/item?id=48832901 Points: 1 # Comments: 0

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Dev.to

[Boost]

<div class="ltag__link--embedded"> <div class="crayons-story "> <a href="https://dev.to/link2twenty/a-pragmatic-look-at-ai-in-2030-3n6h" class="crayons-story__hidden-navigation-link">A Pragmatic Look at AI in 2030</a> <div class="crayons-story__body crayons-story__body-full_post"> <div class="crayons-story__top"> <div class="crayons-story__meta"> <div class="crayons-story__author-pic"> <a href="/link2twenty" class="crayons-avatar crayons-avatar--l "> <img src="https://media2.dev.to/dynamic/image

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The Robot ReportRobotics

ENCY Software and Stäubli Robotics partner to simplify robot programming

ENCY Software and Stäubli Robotics have signed a global agreement to make robot programming more intuitive, faster, and more accessible. The post ENCY Software and Stäubli Robotics partner to simplify robot programming appeared first on The Robot Report .

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ENCY Software and Stäubli Robotics partner to simplify robot programming
Dev.to

Gemma 2 is here. The architectural tweaks are what matter.

<p>Google has released Gemma 2, the next version of its open model family, in 9B and 27B parameter sizes. While the performance improvements are notable, with the 27B model offering a competitive alternative to models more than twice its size, the more interesting story for builders is the set of architectural changes under the hood. These modifications directly impact inference efficiency and change the calculus for fine-tuning on custom tasks.</p> <h2> what is gemma 2? </h2> <p>Gemma 2 is a fa

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Dev.to

What's New in WordPress 7.0: Key Features and Improvements

<p>WordPress 7.0, codenamed <strong>"Armstrong,"</strong> was officially released on <strong>May 20, 2026</strong>. This release focuses on improving publishing workflows, enhancing the editing experience, expanding AI infrastructure, and providing new tools for developers while maintaining WordPress's commitment to performance, accessibility, and extensibility.</p> <h2> AI Infrastructure in WordPress Core </h2> <p>One of the biggest additions in WordPress 7.0 is the introduction of foundational

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Dev.to

A Pragmatic Look at AI in 2030

<p>I am in no way an AI researcher or a machine learning expert. I am, however, a full stack web developer working on the practical side of shipping code and maintaining infrastructure. From that perspective, this is where I suspect the industry is heading over the next few years.</p> <p>Much of the recent progress in AI has been driven by raw scale: massive clusters, ballooning parameter counts and a race toward artificial general intelligence. But if we look past the marketing hype and venture

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OpenClaw Commits

feat(release): preflight all extended-stable npm packages (#101757)

<pre style='white-space:pre-wrap;width:81ex'>feat(release): preflight all extended-stable npm packages (#101757) * feat(release): preflight all extended-stable npm packages * fix(release): install packed ai runtime in smoke * fix(release): install sibling tarballs before core * fix(release): verify unpublished tarballs locally * fix(release): declare local preflight dependencies * fix(release): pack workspace dependencies for smoke * fix(release): accept pnpm pack artifact path * fix(release): s

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The Guardian AIBusiness

Datacentres are a ticking time bomb. We must make sure AI’s benefits outweigh the costs | Nicki Hutley

<p>They suck up energy and water, and blast out heat. Just who is better off from all this investment – aside from tech bros?</p><p>The two great existential threats of our time – the climate crisis and AI – come hurtling together in the explosion of datacentres across Australia and around the world.</p><p>You can hardly avoid hearing about them these days, either with awed reverence of the promised benefits to humankind or with fear and anger given the implications for the climate, inflation, j

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Datacentres are a ticking time bomb. We must make sure AI’s benefits outweigh the costs | Nicki Hutley
NVIDIA BlogResearch

NVIDIA Nemotron Achieves Benchmark-Leading Performance With LangChain Deep Agents Harness

NVIDIA Nemotron 3 Ultra is offering leading performance at lower cost than top closed models with the largest and most widely adopted AI agent orchestration platform. LangChain tuned its Deep Agents harness for NVIDIA Nemotron 3 Ultra, achieving the highest accuracy among open models, while completing more tasks at higher throughput and running at 10x […]

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NVIDIA Nemotron Achieves Benchmark-Leading Performance With LangChain Deep Agents Harness
Dev.to

The Full Setup: From Zero to Agent-Ready in One Weekend

<p><em>This is the meta post — the one that ties together everything from this series into a single, copy-pasteable setup guide. Each tool has install commands, each step says why it matters.</em></p> <p>I wrote this because I'm lazy. Turns out that's a quality in a developer. I want to bookmark this, point an agent at it on a new system, and have it set everything up. I'll spend a day debugging things that will save me ten minutes every day from then on. Fix and forget. Automate myself out of t

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The Verge

This jumping $800 robot camera dog filled me with joy

What if you had a drone that wasn't a buzzy, annoying fly people wanted to swat - but rather a cute dog that runs and jumps? What if it could do tricks on command, and film your tricks as well? What if it could get right back up after a nasty-looking crash, dozens of times […]

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This jumping $800 robot camera dog filled me with joy
Towards Data Science - Medium

Redesign Work Before You Add More AI Agents

Map AI value, design workflows, redefine talent, upgrade the executive team, and measure the business impact. The post Redesign Work Before You Add More AI Agents appeared first on Towards Data Science .

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The DecoderBusiness

Google Deepmind adds background execution and MCP support to Gemini API managed agents

Google Deepmind is adding four new features to Managed Agents in the Gemini API. Agents can now run asynchronously in the background, connect directly to remote MCP servers, use custom functions alongside sandbox tools, and refresh credentials without losing state. The article Google Deepmind adds background execution and MCP support to Gemini API managed agents appeared first on The Decoder .

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DataRobot Blog

Your identity stack was built for two kinds of actor. Agents are a third.

Your identity stack was built for two kinds of actor. Agents are a third. An engineer ships an agent to production this week. It needs to call an internal API, so it uses the key already sitting in the engineer’s environment. The agent runs. It also now holds every permission that engineer holds. That is... The post Your identity stack was built for two kinds of actor. Agents are a third. appeared first on DataRobot .

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Your identity stack was built for two kinds of actor. Agents are a third.
Hacker News Show

Show HN: PACT – An open-source toolkit for privately signing digital content

I’ve recently been doing a lot of reading about provenance tracking, content authenticity, and AI model training policy enforcement and started working on PACT in an attempt to address some of the issues I saw. PACT is an open-source toolkit for signing content claims, attaching machine-readable policy metadata to files, and verifying those claims against a hosted trust registry. The initial use case is AI-training policy/provenance: for example, letting a content creator publish a signed “no co

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Hacker News: Show HN

Show HN: Dex – Cost-aware analytics engineering skills for agents

Hi I’m Marco, co-founder of Exmergo. Me and my team created Dex to help Analytics Engineers do real work with Claude Code (and any other coding agent). We’ve found that Data and Analytics teams are stuck between a rock and a hard place cost-wise: - On one side, they are using some of the most expensive consumption-billed software on the planet (Snowflake, Databricks etc.). - On the other side, Anthropic and Open AI want you to tokenmax (and with data analytics it’s very easy to burn your context

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