Hi everyone! May and June brought so much Kotlin news that I needed a little extra space for this roundup. Kotlin turned 15, Kotlin 2.4.0 arrived with new capabilities for developers on every platform, and I found plenty of ways to learn, experiment, build AI agents and AI-powered applications, and explore useful Kotlin Multiplatform libraries. […]
Define a tool once as an MCP server and any MCP-compatible client, any model, any framework, can discover and call it with zero custom integration code per model.
In March 2021, a group of four linguists and computer scientists published their now legendary paper “ On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜” The paper received significant attention at the time (in part because Google fired two of the authors, Timnit Gebru and Margaret Mitchell, shortly before its publication). It argued that large language models generate text by statistically predicting likely sequences of words rather than understanding what they are saying
Proton's Lumo 2.0 is dropping this week, giving users a broader variety of capabilities.
Article URL: https://github.com/tigerless-labs/autoharness Comments URL: https://news.ycombinator.com/item?id=48732795 Points: 2 # Comments: 0
Researchers tested 444 AI chatbot apps for iPhone and found that 282 of them, nearly two-thirds, exposed paid AI access through their network traffic. In many cases, the path in was visible just by watching what the app sent: a plaintext API key, a reusable token, or a backend server that accepted requests with no key at all. Whoever grabs it can send model requests on the developer's account,
Hi HN, I would like to share with you Valmis, an AI agent harness built for work, with the ability to connect to 100+ business and productivity integrations. The system is designed with security in mind, and agents run in isolated containers, meaning AI never gets access to your API credentials or your host files. I know the first question you are going to ask is: Why another AI agent harness? And here is why I'm building it. OpenClaw (or many other harnesses) is a great tool for creating person
Claude Design is a very useful tool for quick prototyping. Continue reading on UX Planet »
Software updates are rolling out now for iPhone, iPad, and Mac, bringing fixes that weren't supposed to arrive so soon. Here's why.
I believe someone recently posted sort of a secure harness/wrapper for running coding agents in a secure sandbox. I can't find the project. Of course I can make my own wrapper with systemd-nspawn, kata or bspawn, but I believe I saw a decently well-maintained project just a while back. Does anyone have a suggestion or link? It's become extremely hard to find things on GitHub with all the generated projects. Comments URL: https://news.ycombinator.com/item?id=48732627 Points: 3 # Comments: 1
Hey folks, I started working on Ouijit around the start of the new year, and its since become the daily driver for myself and a handful of other engineers (that I know of). The initial reason I built it was over dissatisfaction with how most agent orchestrators abstract stuff behind chat UIs, require login, or only support their companies own model/harness. I didn’t want to keep cobbling together scripts for worktree isolation between tasks though, so the yak shaving began. A couple weeks in, I
Article URL: https://github.com/MarcellM01/TinySearch Comments URL: https://news.ycombinator.com/item?id=48732588 Points: 1 # Comments: 0
Build a more powerful coding agent setup with a model ensemble The post How to Maximize Codex Exec Command appeared first on Towards Data Science .
app url: https://app.sunwaee.com hey, so I never really stuck with chatgpt or claude web apps because to me they always felt like a slightly-more-personalized google search but far from actually knowing who I am, plus I also want access to the best models but with the release frequency of new models these days it often means multiple expensive subscriptions... kinda lazy too so I figured having some kind of autorouting that picks the model I want for given topics would be cool. On top of that I'
I built TraceAIO, an open-source tool that prompts LLMs on your behalf and tells you whether ChatGPT, Perplexity, and Gemini mention your brand — and which competitors and sources show up instead. Yeah, this category smells a bit like a grift, same as early SEO. And I think over time it will become just SEO again, and become about good content. The tool just helps you monitor over time. It queries the browser products through real browser sessions, not APIs, runs on Docker, with an MCP server so
<p> The proactive GTM agent in Slack and Teams </p> <p> <a href="https://www.producthunt.com/products/needle-3?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/1184640?app_id=339">Link</a> </p>
A little while ago I was searching for a nice status line to use in Claude Code and was surprised that no community library type website existed for people to show off what they have made. So I decided to have a little fun and make one. All status lines are manually reviewed and rendered in a live container to capture the output. Enjoy! Source code: https://github.com/NathanAB/statuslin.es Comments URL: https://news.ycombinator.com/item?id=48732336 Points: 2 # Comments: 0
<p>The markets are souring on artificial intelligence, but is this the bubble being burst? Meanwhile, California proposes a tax on billionaires</p><p>Hello, and welcome to TechScape. I’m Blake Montgomery, US tech editor at the Guardian, writing to you after fending off sunburns at the beach. Today, we’re discussing a rocky week for the AI industry’s finances and how California’s proposed billionaire’s tax is changing the political posture of the state’s governor.</p><p><a href="https://www.thegu
I built Debategle, a platform for live 1v1 debates. You get matched with a random opponent (ranked matching is based on topics you’re interested in, casual matches are just open rooms), you each argue your side, and an LLM judges who made the better case. Stack: FastAPI backend, Clerk for auth, Elo-style rating system for ranked matches. The obvious objection is LLM-as-judge reliability, I don’t think it’s perfect, but I’ve found it’s decent at scoring argument structure and rebuttals rather tha
Queue is developing automated pharmacies to expand access to prescriptions in hospitals, retail sites, and underserved communities. The post Queue raises funding to build fully autonomous pharmacy appeared first on The Robot Report .
Editor’s note: This post is part of Into the Omniverse, a series focused on how developers, 3D practitioners, and enterprises can transform their workflows using the latest advances in OpenUSD and NVIDIA Omniverse. Vision AI agents are becoming a practical way to automatically turn video data from the physical world into operational intelligence in factories, […]
Article URL: https://citeready.sprytools.com/ Comments URL: https://news.ycombinator.com/item?id=48732134 Points: 2 # Comments: 0
The competitive edge in enterprise AI is shifting to context: which platform can give an agent the right memory, the right retrieval and the right data at the moment of decision. Couchbase on Tuesday announced its AI Data Plane, combining persistent agent memory, real-time context retrieval and an enterprise-managed MCP server in a single operational platform. Couchbase's roots are in caching and high-transaction databases — an architecture the company argues makes it better suited for agent mem
Shark has launched a new vacuum with three form factors.
Article URL: https://voice-ai.dev Comments URL: https://news.ycombinator.com/item?id=48732064 Points: 1 # Comments: 0
Patients are also three times more likely to trust AI in their doctor's secure portal than a public chatbot.
Republican and Democratic campaigns now run on AI at nearly every step, from vetting opponents to micro-targeting voters, according to a New York Times report. But the technology is still a political minefield, and Europe is taking a very different approach. The article US campaigns now run on AI at nearly every step, and Europe is drawing a harder line appeared first on The Decoder .
morph launched a physically intelligent soft robotics platform that designs and manufactures what it calls “soft robotic cells.” The post Soft, robotic cells from morph embed physical AI into hardware appeared first on The Robot Report .
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Article URL: https://arxiv.org/abs/2605.22502 Comments URL: https://news.ycombinator.com/item?id=48731576 Points: 1 # Comments: 0
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. AI agents are not your “coworkers” Imagine coming in to work to learn that a new underling will report to you. The worker is not a person but an AI tool—one…
The Financial Times has a good article on how AI is changing the capabilities of video surveillance, with information from both Israel/Iran and Russia. I wrote about this sort of thing a few years ago, how AI enables mass spying in the way that computers and networks enabled mass surveillance. The interesting development in the article is that AI allows people to ask natural language questions about video footage to AIs—and AIs can answer them. In contrast with older tools restricted to a few do
Check out this practical list of Python projects covering AI automation, machine learning, APIs, dashboards, data analysis, and portfolio-ready apps, with guides, demos, repositories, and datasets.
In this article, you will learn five practical strategies for managing context windows in long-running AI agent applications, along with the key tradeoffs each approach...
A hands-on walkthrough of a hybrid local-cloud workflow using Gemma 4 and GPT-5.4, with reasoning and structured outputs The post Stop Choosing Between Local and Cloud LLMs: A Field Guide to Hybrid Patterns appeared first on Towards Data Science .
Watching Elon Musk fulminate at Bill Savitt during Musk v. Altman - the case in which Musk sued Sam Altman and OpenAI instead of seeing a therapist about his AI failures - was a bit like watching a toddler have a temper tantrum at his nursery school teacher. Savitt's questions were "designed to trick me," […]
Artificial intelligence is transforming what is possible in agriculture, but industry leaders should be wary of investing in AI without first laying the groundwork. The use cases are promising, especially for an industry navigating volatile fertilizer costs, unpredictable weather, and margins that leave little room for error. Research shows AI-enabled predictive models can improve crop…
I'm less interested in which model makes the "best" music and more interested in the overall workflow—editing, exporting stems, making revisions, etc. What's been your favorite so far, and why? Comments URL: https://news.ycombinator.com/item?id=48731428 Points: 2 # Comments: 0
<p> The product that makes AI recommend your brand </p> <p> <a href="https://www.producthunt.com/products/scribble-network?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/1184570?app_id=339">Link</a> </p>
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