AI News Today

<p>AI can generate an endpoint, a test fixture or a deployment manifest in seconds. That speed is useful, but it does not solve the expensive part of software delivery: deciding what the system should do, proving that the implementation matches that intent and controlling change across architecture, security and operations. In an AI-assisted SDLC, you need a stronger source of truth than a backlog item or a chat transcript. Spec-driven development gives you that control plane. You express behavi

<pre style='white-space:pre-wrap;width:81ex'>feat(cloud-workers): gateway inference proxy for worker model turns (#105719) * refactor: clarify prepared auth value * feat(cloud-workers): add inference proxy protocol * feat(cloud-workers): persist inference turns * feat(cloud-workers): execute gateway inference turns * fix(cloud-workers): support adaptive inference reasoning * fix(gateway): constrain worker inference policy options * test(gateway): cover worker inference SQLite store</pre>

<p> Earn $100K+ in weekly rewards for hacking AI agents. </p> <p> <a href="https://www.producthunt.com/products/nyx-4?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/1194641?app_id=339">Link</a> </p>

Article URL: https://xysq.ai/ Comments URL: https://news.ycombinator.com/item?id=48885515 Points: 1 # Comments: 0

Article URL: https://chatbrat.ai/bratlog/chat-with-ai-mommy-free Comments URL: https://news.ycombinator.com/item?id=48885501 Points: 2 # Comments: 1

npx codebase-posters inside any git repo opens a local exhibition: 18 pieces painted live from your commit history. everything renders from git log, nothing leaves your machine. Comments URL: https://news.ycombinator.com/item?id=48885500 Points: 1 # Comments: 0

I sometimes have things to discuss with LLMs, which are more private than usual. I was thinking how to do it in a way that doesn't reveal my identity. 1. Use Tor to access the provider? 2. Create a random account? 3. Use some form of untraceable payment (which one?) 4. Scrub all information provided to the LLM from personally identifiable information? It seems like a lot of effort. So is running a local LLM, for which I don't even have the hardware. How do you do it? Comments URL: https://news.y

Article URL: https://github.com/jiazhe868/nanogpt-seis Comments URL: https://news.ycombinator.com/item?id=48885236 Points: 9 # Comments: 2

Article URL: https://idan.substack.com/p/ai-is-the-new-printing-press Comments URL: https://news.ycombinator.com/item?id=48885163 Points: 2 # Comments: 0

I was maintaining a wiki for my company's context through a hacky project I had made, but I wanted to turn that into something that's a lot more polished and easier to use. I wanted something where: 1. I could use it for myself or I could share it with my teammates. 2. I could upload sources, and the wiki gets created and updated automatically. 3. It is extremely agent-native, because my primary mechanism of interaction would be through my CC or Codex. So I built Almanac. It takes whatever sourc

Article URL: https://www.washingtonpost.com/education/2026/07/12/why-recruiters-cant-find-workers-new-grads-cant-find-jobs/ Comments URL: https://news.ycombinator.com/item?id=48885095 Points: 4 # Comments: 2

As predicted here (not by me), Anthropic extended the Fable pumpkin date again, to July 19. I don't think there's a web page with this yet but they sent an email today that says: "We’re extending Claude Fable 5 access on all paid plans, as well as our increased Claude Code rate limits, through July 19." Comments URL: https://news.ycombinator.com/item?id=48884990 Points: 2 # Comments: 1

<p>One of the consequences of GPT-5.6 Sol being clearly a Fable/Mythos class model is that Anthropic have, once again, <a href="https://x.com/claudeai/status/2076351399999557669">bumped the date</a> that Fable stops being available in their Claude Max plans:</p> <blockquote> <p>We're extending Claude Fable 5 access on all paid plans, as well as keeping Claude Code’s weekly rate limits 50% higher, through July 19.</p> <p>As before, you can use up to half of your weekly usage limit on Fable 5. Aft

Article URL: https://github.com/cyrusNuevoDia/capn-hook Comments URL: https://news.ycombinator.com/item?id=48884903 Points: 4 # Comments: 0

Article URL: https://github.com/sin-ack/agent-run Comments URL: https://news.ycombinator.com/item?id=48884885 Points: 2 # Comments: 1

Article URL: https://www.adaptiverecall.com/ Comments URL: https://news.ycombinator.com/item?id=48884815 Points: 4 # Comments: 0

Article URL: https://fadeengine.com Comments URL: https://news.ycombinator.com/item?id=48884771 Points: 2 # Comments: 1

<p><strong>Release:</strong> <a href="https://github.com/simonw/sqlite-utils/releases/tag/4.1.1">sqlite-utils 4.1.1</a></p> <p>Mainly a fix for an edge case that regular Claude chat spotted while <a href="https://claude.ai/share/564b187d-d126-47ea-9b59-07c16ade0b70">experimenting with the 4.1 release</a> to answer a question about ON DELETE.</p> <blockquote> <ul> <li><code>table.transform()</code> now raises a <code>TransactionError</code> if called while a transaction is open with <code>PRAGMA

Article URL: https://danielsada.tech/blog/100-days-of-algorithms/ Comments URL: https://news.ycombinator.com/item?id=48884624 Points: 2 # Comments: 0

Comments

Article URL: https://www.kvncnnlly.com/2026-07-11-seti-for-ai-assisted-research/ Comments URL: https://news.ycombinator.com/item?id=48884604 Points: 2 # Comments: 0

Article URL: https://www.elsevier.com/about/press-releases/elseviers-global-survey-of-3-000-researchers-reveals-less-than-half-have Comments URL: https://news.ycombinator.com/item?id=48884549 Points: 4 # Comments: 1

The best way to celebrate AI Appreciation Day is to not.

Over the last couple of months, I was realizing an idea I had for a very long time. Back then, LLMs weren't that popular nor accessible and so it was quite unrealistic to build what I was able to build now: a living world with different forms of intelligence in there, which will find their way and meaning in the world by their basic needs, personality and what will happen to them in their life time. Comments URL: https://news.ycombinator.com/item?id=48884361 Points: 2 # Comments: 0

Lorde was performing at the Real Cool Festival in Madrid on Thursday and took some time during her set to speak out against AI glasses. While she didn't specify any brands in particular, it's likely she was taking a shot at festival sponsor Ray-Ban, which has collaborated with Meta on a pair of AI smartglasses. […]

Most people still use AI like a 2015 search box. You type, you read, you type again. A newer pattern replaces that manual back-and-forth with a loop. This guide explains loop engineering using two verified artifacts. The sources are Andrej Karpathy’s autoresearch repository and the Bilevel Autoresearch paper. The framing follows a write-up by @0xCodila. […] The post Guide to Loop Engineering: How ‘autoresearch’ and ‘Bilevel Autoresearch’ Turn AI Agents Into Autonomous Machine Learning ML Researc

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In at least two places, Uber has pushed a policy that could give it an advantage over developers of self-driving cars. The company says it’s fighting monopolies.

Article URL: https://github.com/EXXETA/exxperts Comments URL: https://news.ycombinator.com/item?id=48884002 Points: 2 # Comments: 2

Article URL: https://www.youtube.com/watch?v=VbqaL_eHhKY Comments URL: https://news.ycombinator.com/item?id=48883869 Points: 3 # Comments: 0

I thought AI-generated content would making online discussion worse (which it definitely does on some platforms), but I haven’t noticed a meaningful drop in the quality of Hacker News posts or comments. Have you? Comments URL: https://news.ycombinator.com/item?id=48883695 Points: 1 # Comments: 4

Called "Muse Image," this proposed tool would have allowed users to use public-facing Instagram photos as references for generative AI.

Article URL: https://www.bloomberg.com/news/articles/2026-07-10/comedians-create-fake-companies-to-mock-ai-ads-on-new-york-london-subways Comments URL: https://news.ycombinator.com/item?id=48883591 Points: 3 # Comments: 1

I kept running into the same problem: I'd solve something with the help of an AI assistant, spend time debugging an issue, or make an architectural decision... and a few weeks later I couldn't remember where that information was. Most of the time I simply didn't bother saving it anywhere. So I built Kote to capture that context automatically instead of relying on me to document it. Right now it can capture AI chats (Antigravity, Codex, Claude Code, OpenCode) from the VS Code extension or CLI, an

Article URL: http://incompleteideas.net/IncIdeas/OneStepTrap.html Comments URL: https://news.ycombinator.com/item?id=48883415 Points: 2 # Comments: 0

Article URL: https://apps.apple.com/kz/app/dari-ai/id6779357765?mt=12 Comments URL: https://news.ycombinator.com/item?id=48883349 Points: 1 # Comments: 0

Comments

This started based off of a hunch. We usually use OpenCode, but were 'forced' to use Claude Code for a while due to issues with Meridian. In that time, we saw the usage meter rise much, much more quickly than when using OpenCode. This was the initial anecdotal evidence, but we undertook this small study to collect empirical data: We added logging between the agentic coding tool (Claude Code and OpenCode) and Anthropic's endpoint, and captured all requests (and the returned usage blocks). With on

We can all spot an AI written text Not by its hallucinations - because it generally isn't any. Not by poor grammar - because it isn't. In fact, that's the problem. The text IS perfect. Having been trained on loads of written texts - including a gazillion books - AI written texts contains all hallmarks of good texts; Sentence structure, grammar, rethoric tweaks and what not. What does that make of us who like writing? Comments URL: https://news.ycombinator.com/item?id=48883122 Points: 1 # Comment

Does anyone know of any good technographic APIs? I run a dev consultancy and basically want to know what tech stack they currently use (ie what they use for CI/CD or security), so it can help me prepare when i talk to a prospect. I know Builtwith is the leader in this space but i feel its lacking a bit when it comes to finding tech that isnt front end or JS focused. I’ve tried using the Anthropic API but most of the time it seems to give me hallucinated results (based on the results for companie