I Used AI to Review George Orwell's 1984
Article URL: https://medium.com/predict/i-used-ai-to-review-george-orwells-1984-b723312ca443 Comments URL: https://news.ycombinator.com/item?id=48733572 Points: 2 # Comments: 0
Article URL: https://medium.com/predict/i-used-ai-to-review-george-orwells-1984-b723312ca443 Comments URL: https://news.ycombinator.com/item?id=48733572 Points: 2 # Comments: 0
Article URL: https://outroar.xyz Comments URL: https://news.ycombinator.com/item?id=48733548 Points: 1 # Comments: 1
<p>OpenAI usage page, check spend. Anthropic console, check spend. Add it up in my head. Close both tabs, annoyed before writing a single line of code.</p> <p>Every new project meant repeating it: new account, new key, new billing page, new error format. By the third project, I had four tabs pinned just for billing.</p> <p>The breaking point was small. An email saying I'd hit 80% of a budget I didn't remember setting. Not because I'd overspent, but because I'd lost track of my own guardrails acr
<p>After a marathon 48 hours of coding, the winners of the AI Engineer World's Fair Hackathon have been announced. </p> <p>In third place — winning $1,000 in cash, a further $1,000 in MiniMax credits, $5,000 in Atlas AI credits, and 200 million Voyage AI tokens — was Team Rote. The crew claimed that they'd been able to make an AI engine that was the fastest on the planet by collecting agent usage and making it available to multiple people across the network. </p> <p>Coming in second was Team Pod
Article URL: https://arxiv.org/abs/2606.28425 Comments URL: https://news.ycombinator.com/item?id=48733505 Points: 3 # Comments: 0
<p>There’s a specific moment that happens at every single hackathon. It’s usually around 2 or 3 a.m., when the free energy drinks are completely gone, the demo is still half-broken, and someone on your team leans back in their folding chair and asks: "Wait... can we actually ship this? Do we still have credits?"</p> <p>For a long time, the honest answer to that question was incredibly complicated. The best AI models were locked behind rigid APIs, usage and access terms that made commercializatio
Article URL: https://www.irinobservability.com/blog/llm-narrates-code-decides Comments URL: https://news.ycombinator.com/item?id=48733367 Points: 1 # Comments: 0
<p>Hai să vorbim despre o neînțelegere care refuză să moară: ideea că optimizezi o pagină <strong>numărând de câte ori apare un cuvânt cheie în ea.</strong></p> <p>Nu așa funcționează căutarea de peste un deceniu. Iar cu motoarele AI (ChatGPT, Perplexity, Gemini) care devin metoda dominantă prin care caută oamenii, contează și mai puțin. Iată mecanica reală.</p> <h2> De la potrivire de litere la sens </h2> <p>Motoarele de căutare timpurii făceau <strong>potrivire literală:</strong> scriai un cuv
<p>As the <a href="https://www.ai.engineer/worldsfair/2026" rel="noopener noreferrer">AI Engineer World's Fair</a> Expo kicked off, a group of scientists gathered for an informal get-together to discuss how this new technology is affecting their profession.</p> <p>"I work in chemistry, so hallucinations are still a big problem," organizer Scott Reed, a professor at the University of Colorado Denver, told us. "But the bigger picture I've opened up is that science@AIE provides a better forward fac
<p>As the <a href="https://www.ai.engineer/worldsfair/2026" rel="noopener noreferrer">AI Engineer World’s Fair</a> kicked off officially on Monday, the halls were filled for the traditional workshop day, where coders from across the country — and in some cases from around the world — worked on practical code and got firsthand advice.</p> <p>To say the topics were diverse would be an understatement. Talks ranged from practical advice in setting up, monitoring, and harnessing AI agents, to capture
<p> AI filmmaking for visual storytellers </p> <p> <a href="https://www.producthunt.com/products/ciaro-pro?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/1184698?app_id=339">Link</a> </p>
<p> Your creative AI co-director </p> <p> <a href="https://www.producthunt.com/products/buzzy-2?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/1184697?app_id=339">Link</a> </p>
Article URL: https://github.com/agentflock/myna Comments URL: https://news.ycombinator.com/item?id=48733272 Points: 5 # Comments: 0
<p>In 2024, I decided to build a voice agent from scratch. The plan was simple: use Twilio for telephony, OpenAI Whisper for speech-to-text, GPT-4 for the brain, and ElevenLabs for voice synthesis. Stack it all myself. Save money. Prove that building beats buying.</p> <p>I was wrong. Not just about the cost, but about the entire value proposition of DIY. Here is what I learned.</p> <h2> The Upfront Bill: More Than I Planned </h2> <p>I started with a spreadsheet of component costs. Seemed reasona
Article URL: https://github.com/najaeda/naja-scope Comments URL: https://news.ycombinator.com/item?id=48733230 Points: 1 # Comments: 0
Article URL: https://wordzilla.io/en-US/ Comments URL: https://news.ycombinator.com/item?id=48733225 Points: 1 # Comments: 1
Even with lots of RAM, GPU, and fast disks, you probably don’t want it
You can use Gemini to quickly search your Gmail inbox with natural language.

Article URL: https://www.wavestone.com/en/insight/the-ai-first-technology-function/ Comments URL: https://news.ycombinator.com/item?id=48733198 Points: 1 # Comments: 0
Article URL: https://testyourllm.com Comments URL: https://news.ycombinator.com/item?id=48733188 Points: 2 # Comments: 0
The safety check that is supposed to stop an AI coding agent from running a dangerous command can be walked straight past using a shell trick that has been public for decades. New research from Adversa AI, which is named the bypass GuardFall, found it works against ten of the eleven popular open-source coding and computer-use agents the firm tested. Only one, "Continue," was built to

Article URL: https://aimac.ai/ Comments URL: https://news.ycombinator.com/item?id=48733108 Points: 1 # Comments: 0
Article URL: https://growth-demo.kinetk.ai Comments URL: https://news.ycombinator.com/item?id=48732976 Points: 1 # Comments: 0
Article URL: https://github.com/bossandboss/EdgeSync-LLM Comments URL: https://news.ycombinator.com/item?id=48732973 Points: 2 # Comments: 0
Netflix has award-winning originals and a smart algorithm, but Peacock counters with live sports and a lower price.
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