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<pre style='white-space:pre-wrap;width:81ex'>fix: bind package-manager exec approvals to inner commands [AI] (#102035) * fix: bind package-manager exec approvals to inner commands * fix: fail closed package manager exec approval gaps * chore: refresh pr branch metadata * fix: cover npm exec alias approvals * fix: fail closed hidden package manager exec aliases * fix: unwrap chained package manager approvals * fix: cover yarn package manager approvals * fix: preserve yarn run approval compatibili

IDC warns smaller players may struggle as DRAM drought drags on

This post shows you two architecture patterns that address this problem. Both use an internet-facing ALB with AWS WAF and route traffic through a VPC Interface Endpoint to AgentCore Runtime. Pattern 1 places an AWS Lambda proxy between the ALB and the VPC Endpoint, giving you full control over request transformation. Pattern 2 targets the VPC Endpoint ENI IP addresses directly from the ALB, removing the Lambda hop entirely. You also learn how to close the direct-access backdoor with a resource p

Article URL: https://nicasa.w3cub.com Comments URL: https://news.ycombinator.com/item?id=48833580 Points: 1 # Comments: 0

Startup insists it's not trying to help anyone cheat the system - honest!

Article URL: https://singularityforge.space/2026/07/08/the-answer-may-not-be-false-just-not-yours/ Comments URL: https://news.ycombinator.com/item?id=48833571 Points: 2 # Comments: 0

Article URL: https://builderwrench.com/tools/ai-readiness-inspector Comments URL: https://news.ycombinator.com/item?id=48833561 Points: 1 # Comments: 0

In this post, we show how you can use Jamf’s AI Governance with Amazon Bedrock to configure, deploy, and validate managed settings for AI applications across a Mac fleet.

Article URL: https://twitter.com/anas_build_/status/2074882630902771733 Comments URL: https://news.ycombinator.com/item?id=48833509 Points: 1 # Comments: 0

Article URL: https://agentpitch.surge.sh/ Comments URL: https://news.ycombinator.com/item?id=48833447 Points: 1 # Comments: 0

Article URL: https://digital-foundry-eight.vercel.app/book/ Comments URL: https://news.ycombinator.com/item?id=48833442 Points: 1 # Comments: 0

There are a lot of fast-growing AI startups, but some are growing even faster, they say.

Article URL: https://thewalrus.ca/the-people-who-want-to-stop-ai-by-any-means-necessary/ Comments URL: https://news.ycombinator.com/item?id=48833420 Points: 1 # Comments: 0

The robotaxi stopped, called 911, and waited for the San Mateo Police to show up.

Memory as text for LLMs works well enough when the truth can be plainly stated and doesn't change, but I kept running into the same problem with LLM wikis, markdown, vector stores - I just didn't trust them, and I didn't trust my agent to properly state its evidence for a claim, its reason for changing something, or rebuild its semantic connections the same way between sessions from a text corpus. I found myself constantly asking my agents to re-verify what was already in my wikis, so what was r

Article URL: https://www.youtube.com/watch?v=ZeFsVylyJ3I Comments URL: https://news.ycombinator.com/item?id=48833401 Points: 1 # Comments: 1

Article URL: https://www.businessinsider.com/software-engineering-job-technical-interviews-hiring-ai-2026-7 Comments URL: https://news.ycombinator.com/item?id=48833358 Points: 1 # Comments: 0

Article URL: https://github.com/dylanneve1/talon Comments URL: https://news.ycombinator.com/item?id=48833307 Points: 1 # Comments: 0

In this article, we will walk through that progression. We will also look at how an agent is structured, what choices the model makes on every turn, what scaffolding holds it together, and when an agent is actually the right pattern to reach for.

Article URL: https://thenewstack.io/multi-model-ai-infrastructure/ Comments URL: https://news.ycombinator.com/item?id=48833234 Points: 1 # Comments: 0

Comments URL: https://news.ycombinator.com/item?id=48833200 Points: 1 # Comments: 1

Article URL: https://www.databricks.com/blog/contextual-policies-omnigent-using-session-state-better-govern-ai-agents Comments URL: https://news.ycombinator.com/item?id=48833198 Points: 1 # Comments: 0

Article URL: https://github.com/weirdGuy/kastor Comments URL: https://news.ycombinator.com/item?id=48833183 Points: 10 # Comments: 8

Article URL: https://github.com/southwind-ai/soup Comments URL: https://news.ycombinator.com/item?id=48833179 Points: 2 # Comments: 0

FIFA is investigating alleged racist abuse directed at iShowSpeed during a World Cup livestream at Argentina vs. Cape Verde.

Article URL: https://isyoursitereadyforai.com Comments URL: https://news.ycombinator.com/item?id=48833113 Points: 1 # Comments: 0

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

Gmail's AI failed at a nuanced research task, but Claude Cowork found the right pitches, quotes, and permissions, proving connected AI assistants may finally help tackle some aspects of email overload.

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

<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

<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

Article URL: https://www.cnbc.com/2026/07/08/chinese-ai-models-probe-us-lawmakers.html Comments URL: https://news.ycombinator.com/item?id=48832939 Points: 1 # Comments: 0

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

<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

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 .

<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

<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

<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

<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

<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