<p> All-in-one AI assistant — chat, images, voice & market data </p> <p> <a href="https://www.producthunt.com/products/cewsco?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/1181134?app_id=339">Link</a> </p>
Article URL: https://www.wsj.com/tech/ai/ai-stock-market-trading-research-154eeb72 Comments URL: https://news.ycombinator.com/item?id=48678848 Points: 1 # Comments: 1
Code review is the new bottleneck. "Tests passing" is no longer sufficient to trust the changes, and the (human) cost of evaluating the quality and robustness of new agent-written contributions is skyrocketing. We built Topos to evaluate code quality based on the structural properties of the programs themselves. We map your files to graphs (AST, CFG, CPG, MDG) and calculate metrics that can characterize how simple, composable, or secure your programs are. Agents can use this tool as they write a
The price increases result from surging memory chip costs and short supply but there are still deals available if you know where to look.
Article URL: https://dnhkng.github.io/posts/building-the-beam-universe-splitter/ Comments URL: https://news.ycombinator.com/item?id=48678807 Points: 1 # Comments: 0
I like AssertJ-style fluent assertions. I tried to find a library that does that for Go, but couldn't. So I wrote my own some time ago, but I didn't quite like it. A few days ago I heard about Go 1.27 and the addition of generic methods, so I gave it another try. I like the way it came out this time. Most of the code was written with 1.26. Just now, after the 1.27 RC release, I changed the top-level methods to be generic - previously they were `any`. As for the AI: I used Claude Sonnet, but as a
Agent-testing startup Patronus AI, founded by former Meta AI researchers, is experiencing nearly insatiable demand, its investor says.
Article URL: https://www.hollywoodreporter.com/business/business-news/studio-minor-performers-surrender-voices-ai-1236630694/ Comments URL: https://news.ycombinator.com/item?id=48678671 Points: 5 # Comments: 0
Article URL: https://newsletter.masterpoint.io/p/can-ai-effectively-approve-production-infra-changes Comments URL: https://news.ycombinator.com/item?id=48678609 Points: 3 # Comments: 0
Article URL: https://trypolygraph.com/ Comments URL: https://news.ycombinator.com/item?id=48678471 Points: 4 # Comments: 0
Codex, it's not just for developers, really
Codex, it's not just for developers, really
Article URL: https://innovationhub.ai.cornell.edu/articles/how-cornell-recovered-100000-in-unidentified-payments-with-ai/ Comments URL: https://news.ycombinator.com/item?id=48678456 Points: 3 # Comments: 0
Moodloom is an ad-free visual discovery platform for those fed up of Pinterest. Save and explore fashion, decor, and art - without the noise. What makes it different: Clean feed - no ads, no sponsored posts AI content filter - hide or show AI-generated images For fashion lovers, decorators & digital artists who wish Pinterest were better. We have built Save to Moodloom Extension as well using which you can Import all your Pinterest pins/boards to Moodloom. Comments URL: https://news.ycombinator.
We just launched anitroves.com early this 2026 and had added thousands of Anime and Manga pages with basic wiki informations along with our Characters roleplays, Otaku and AniPick AI. We thought those pages would be great to rank for multiple keywords and get initial traffic but after a few weeks google analyzed and penaltized our site for thin content though it didn't showed any issues in manual actions but it did de-indexed whole site and then only remained our main page, we got more than 30,0
Article URL: https://techtrenches.dev/p/the-cost-of-reading-everyone-just Comments URL: https://news.ycombinator.com/item?id=48678388 Points: 3 # Comments: 0
Open to Work I build production AI systems that add intelligence to processes. My work includes Closed-Loop AI-native systems, RAG, AI agents, agentic evaluations, guardrails, and enterprise integrations using Python, TypeScript, React, Node.js, Vertex AI, Gemini, OpenAI, Claude, Redis, Postgres, and Cloud SQL. Comments URL: https://news.ycombinator.com/item?id=48678286 Points: 3 # Comments: 0
Hirebotics' Cobot Painter supports stationary painting, with parts placed in a paint booth where robots perform all spraying operations. The post Hirebotics offers no-code, explosion-proof cobot for painting appeared first on The Robot Report .
Article URL: https://github.com/Loxia-ai/onbuzz-community Comments URL: https://news.ycombinator.com/item?id=48678218 Points: 2 # Comments: 1
Article URL: https://promptowl.ai/resources/verifiable-context-governance/ Comments URL: https://news.ycombinator.com/item?id=48678194 Points: 2 # Comments: 1
<p>Over the past few months I've been building with Cursor, Claude Code, and Codex - same tools a lot of builders are running right now. The pace is genuinely wild. I've shipped MVPs for friends where we went from a rough PRD to a working demo in a single day: auth wired up, database in place, deployed, link sent before midnight. Some of it fully vibe-coded. Some of it structured. All of it fast.</p> <p>You're seeing this everywhere now. Builders spinning up entire products over a weekend, somet
Article URL: https://github.com/secondly-com/openphone Comments URL: https://news.ycombinator.com/item?id=48678160 Points: 3 # Comments: 0
Article URL: https://www.freightwaves.com/news/cargo-thieves-are-following-the-ai-boom Comments URL: https://news.ycombinator.com/item?id=48678143 Points: 3 # Comments: 0
<p><em>Originally published on <a href="https://aideazz.xyz/blog/i-built-a-131-test-eval-harness-before-writing-new-features-heres-the-silent-failure-it-caught" rel="noopener noreferrer">AIdeazz</a> — cross-posted here with canonical link.</em></p> <p>The agent passed every unit test and still gave a user financial advice it was explicitly instructed never to give. No exception thrown, no log line in red, no failed assertion. The function returned a clean 200 and a well-formed string. I only fou
Article URL: https://medium.com/open-ai/7-open-source-ai-tools-that-feel-like-cheating-2026-b6e1587bd0e6 Comments URL: https://news.ycombinator.com/item?id=48678137 Points: 2 # Comments: 0
Article URL: https://plansera.ai/ Comments URL: https://news.ycombinator.com/item?id=48678128 Points: 2 # Comments: 0
<p>I wanted to share a quick update on how O-AI is progressing.</p> <p>Over the past few weeks, I've been rebuilding and improving almost every part of O-AI. The goal has always been to create something that's genuinely useful—not just another AI chatbot.</p> <p>Here are some of the biggest updates so far:</p> <p>• O-AI Agent Extension – O-AI is evolving beyond simple conversations and can now work more like an AI agent, capable of handling more advanced and multi-step tasks.</p> <p>• O-Code – A
Article URL: https://github.com/adatarwa/operator-skills Comments URL: https://news.ycombinator.com/item?id=48678036 Points: 2 # Comments: 0
<p>We run <a href="https://auditvibecoding.com" rel="noopener noreferrer">Audit Vibe Coding</a> at Inithouse, a security audit tool built specifically for AI-generated projects. After scanning hundreds of vibecoded apps, the same seven vulnerabilities show up over and over. None of them are exotic. All of them are fixable in under five minutes each.</p> <p>Here they are, with a grep command you can run right now to check your own codebase.</p> <h2> 1. Hardcoded secrets in source code </h2> <p>AI
<p>Over the past few weeks, I’ve been experimenting with local language models. Like a lot of developers, I’ve used cloud AI assistants quite a bit, but I kept asking myself one simple question:</p> <blockquote> <p>Can a local LLM actually help me build a real, production-ready project?</p> </blockquote> <p>So I decided to find out for myself.</p> <p>I challenged myself to build an entire developer tools website using only a local AI model running on my own machine. No cloud assistant. No extern
Aptiv provides sensor fusion from radar and vision using AI to enable Robust.AI's Carter robot to move safely around people. The post Robust.AI chooses Aptiv PULSE sensor for Gen 3 Carter mobile robot appeared first on The Robot Report .
<p>There was something fulfilling that died within me when I no longer had to debug my code.</p> <p>I can't tell you the specific date that this feeling began to spread. But there's a growing chorus of experienced developers saying the quiet part out loud: coding isn't fun anymore, and AI might be the reason.</p> <h2> The Thread That Hit a Nerve </h2> <p>A viral thread in a popular senior developer community recently went boom. The premise was simple: “coding doesn't seem fun anymore.” It wasn't
The company said it is discontinuing its email inbox in favor of its AI agent offering as users are increasingly handing over the reins of their email to the agents.
Article URL: https://www.adweek.com/media/youtube-content-creators-are-winning-the-ai-search-game-jellyfish-data-finds/ Comments URL: https://news.ycombinator.com/item?id=48677946 Points: 2 # Comments: 0
<p>If you build AI agents, scrapers, or RAG pipelines, you have run into this: feeding raw HTML to a model is mostly waste. The <code><div></code>, the <code>class="..."</code>, the nav, the cookie banner. None of it is the content you wanted, and all of it costs tokens.</p> <p>I knew this was inefficient. I did not appreciate how inefficient until I measured it. Here is a single page of GitHub's documentation, run through an audit:<br> </p> <div class="highlight js-code-highlight"> <pre class="
Sometimes I’ll ask Claude to think through a problem with me, and instead of talking, it immediately starts editing files and writing code. Like… bro, I’m not asking you to do it yet. Let’s think first. Comments URL: https://news.ycombinator.com/item?id=48677917 Points: 3 # Comments: 3
The app is a traditional social media scheduler but has a fully featured API and I have personally used it with OpenClaw and Hermes ai agents with the included API keys Comments URL: https://news.ycombinator.com/item?id=48677897 Points: 2 # Comments: 0
Article URL: https://www.augmentcode.com/blog/ai-transformation-is-a-systems-problem Comments URL: https://news.ycombinator.com/item?id=48677877 Points: 3 # Comments: 0
<p>Like many developers, we started with the obvious idea.</p> <p><em>"Let's expose everything."</em></p> <p>Every model.<br> Every setting.<br> Every parameter.<br> Every generation endpoint.</p> <p>If our AI filmmaking platform could do it, the API should be able to do it too.</p> <p>Simple.</p> <p>Or so we thought.</p> <h2> The more power we exposed... </h2> <p>...the less interesting the results became.</p> <p>Not because the models weren't capable.</p> <p>Not because the API wasn't well des
