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last week i was "working" on 5 things and i was completely overwhelmed to the point that i literally didn't know what to do. i did use ai chatting apps (ChatGPT, Claude, Gemini, etc..) and explained to them what i have in my mind but they didn't help me the way i wanted to, idk but they all seem to have a setting or something that makes them act as motivational speakers when they detect that you are overwhelmed (i even tried specific prompts guiding them to not act this way, but didn't help) so,

Article URL: https://github.com/cfitzgerald-pd/1pager/tree/main Comments URL: https://news.ycombinator.com/item?id=48589336 Points: 1 # Comments: 0

The underlying technology is real...and borrowed from a partner the company failed to mention

<p> Preview and share your coding work live as it happens </p> <p> <a href="https://www.producthunt.com/products/claude-redesigned?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/1175474?app_id=339">Link</a> </p>

Imagine your engineering team just deployed an AI agent to search through internal company documents and answer employee questions. It works perfectly in development, but in production, it consistently hallucinates or misses key constraints. Fixing this is rarely a simple patch. It requires a tedious, trial-and-error process of tweaking chunking strategies, retrieval methods, and system prompts simultaneously. Because these adjustments are entangled, it becomes nearly impossible to attribute whi

We built an end to end knowledge system that keeps up with complex cross-repo codebases. Our intelligent context mapping system provides comprehensive knowledge bases that your team can host internally/externally or query via MCP. Comments URL: https://news.ycombinator.com/item?id=48589234 Points: 1 # Comments: 0

Anthropic is confident in re-enabling access to its frontier AI models soon, according to an executive at the U.S. AI giant, following the White House’s directive to block Mythos and Fable 5 for foreign nationals. “We are very confident that in the coming days, the models will become available again,” said Anthropic's Managing Director of International Chris Ciauri during a press conference in Seoul on Wednesday. Comments URL: https://news.ycombinator.com/item?id=48589194 Points: 2 # Comments: 0

During a recent expo in Shanghai that focuses on elderly care, assistive devices, and rehabilitation medicine, a Chinese company called Yueban debuted a smart toilet that does something we haven't seen before; it comes to you. The autonomous self-driving Xiaoban toilet was designed to improve accessibility for those dealing with mobility issues due to age, […]

Google Deepmind treats its own AI agents as potential insider threats. The company's new "AI Control Roadmap" ties security measures to measurable AI capabilities, and an analysis of one million coding tasks shows most problems stem from overzealous agents, not malicious intent. Deepmind warns the window for global security standards is closing fast. The article Google Deepmind treats its own AI agents like rogue employees with office keys appeared first on The Decoder .

Article URL: https://github.com/Jake-Schoellkopf/aicu Comments URL: https://news.ycombinator.com/item?id=48589149 Points: 1 # Comments: 0

A drop-in AI preview for furniture stores. Shoppers upload a room photo, place your products in context, and check out with more confidence. Comments URL: https://news.ycombinator.com/item?id=48589116 Points: 1 # Comments: 0

Getting reliable, readable responses out of your LLM, and knowing which tool to reach for The post Structured Outputs with LLMs: JSON Mode, Function Calling, and When to Use Each appeared first on Towards Data Science .

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We break down the technical architecture behind our multi-stage vulnerability discovery harness and automated triage loop. Learn how we manage state controls, squash false positives through adversarial review, and route around LLM context limits.

Article URL: https://github.com/anthony-chaudhary/dos-kernel Comments URL: https://news.ycombinator.com/item?id=48588950 Points: 2 # Comments: 0

FERC told grid operators to give data centers a fast lane for interconnections, but it failed to address electricity supply shortages.

Two AI tools broke in the same way in the same two weeks, and four research teams proved it. The pattern underneath every disclosure is one sentence: enterprise AI accepts external input with no trust boundary. On June 15, Varonis disclosed SearchLeak (CVE-2026-42824) , a proof-of-concept exfiltration chain in Microsoft 365 Copilot Enterprise Search. A victim clicks a crafted microsoft.com URL, Copilot searches their mailbox, and the data leaves through a Bing SSRF. No plugins, no second click,

Today, Amazon Bedrock AgentCore harness is generally available. Two API calls (CreateHarness to define an agent, and InvokeHarness to run it), and you have an agent running in seconds. The agent runs in its own isolated environment with a filesystem and shell, so it can read files, run commands, and write code safely. It remembers users and conversations across sessions, picks up skills you point it at (including the AWS-curated catalog), browses the web, calls your tools through gateway or MCP,

Ed's note to Corey: Blink once if you're safe, twice if you're in danger

Article URL: https://www.anyscale.com/blog/high-performance-distributed-inference-ray-serve-llm-vllm-google-kubernetes-gke Comments URL: https://news.ycombinator.com/item?id=48588650 Points: 3 # Comments: 0

I'm having trouble reaching that golden "builder" zone when I use things like Claude Code. It's cool to be able to conjure software from scratch using these tools, but the output... I don't know, it just doesn't really feel like something I myself did. Maybe it's the lack of effort required, or maybe it's the fact that I know in the back of my head that basically anyone could copy this with the right prompt, that software in general is no longer a special thing. Has anyone been able to find that

Article URL: https://sfconservancy.org/llm-gen-ai/ Comments URL: https://news.ycombinator.com/item?id=48588585 Points: 1 # Comments: 0

Article URL: https://www.auriko.ai/reports/llm-cost-arbitrage Comments URL: https://news.ycombinator.com/item?id=48588557 Points: 3 # Comments: 0

Also: a follow-up on Meta destroying its own engineering culture, the SpaceX IPO, SpaceX buys Cursor, Cursor’s GitHub competitor, and more.

I'm having a terrible problem with claude opus constantly clobering some of my codebase ..because I'm doing some things that are novel and arent inclded in his training data ..for the last month "ve been fighting the training data which keeps knee jerking claude into a refactor loop because it thinks it recognizes a pattern in my code and then jst 'fixes it' ..I was at my witts end and then I got to use fable for a day and fable pointed it out to me ...my patern isnt somthing in the training dat

To get an AI to do a task well, you need to give it the right context and the right task description. I've had a lot of struggles working in a large codebase getting AI to follow the existing patterns and architecture. So I started building a VS Code / Cursor extension that lets you quickly snap together sub prompts/instructions relevant to a specific task. After seeing the value of this, I realized you could make those sub prompts more customizable by using a liquid syntax engine. That worked f

Biggest AI firms will likely recoil at Bernie Sanders' AI wealth fund.

OpenAI introduces new spend controls and usage analytics for ChatGPT Enterprise, helping organizations manage costs and scale AI with confidence.

Here's what you need to do to get those pesky "write with Gemini" pop-ups to go away.

Article URL: https://github.com/patriceckhart/zot-sdk-javascript Comments URL: https://news.ycombinator.com/item?id=48588262 Points: 4 # Comments: 0

Skip the fake sales: Check out our expert-vetted list of the absolute best early Prime Day 2026 robot vacuum and mop deals worth your money today.

Article URL: https://www.foglamp.dev/ Comments URL: https://news.ycombinator.com/item?id=48588220 Points: 1 # Comments: 0

Karamo Brown, famous for his pep talks on Netflix’s “Queer Eye,” has jumped into the wellness and AI space with his new app, Kē. After spending a year and a half focusing on his own journey—from fitness and nutrition to meditation, sobriety, relationships, and personal growth—Brown wants to help others do the same. Kē offers […]

<p> Ship AI agents you can actually see </p> <p> <a href="https://www.producthunt.com/products/foglamp?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/1175418?app_id=339">Link</a> </p>

We're RaptorX AI, the AI Quant for Digital Investors on the retail front. Incubated by Moonpay and backed by Solana Foundation, RaptorX powers traders and investors with real-time research & trade across Internet Markets: from thousands of Prediction Markets to millions of Cryptocurrencies, Tokenized Stocks and Yield. Comments URL: https://news.ycombinator.com/item?id=48588054 Points: 2 # Comments: 0

norrin allows you to accept/ reject functions, track which files have been changed, and see inline diffs. You no longer have to wait until a PR to review your code. Regain control of your code. Please leave any thoughts or features you would like. https://norrin.dev Comments URL: https://news.ycombinator.com/item?id=48588022 Points: 2 # Comments: 0

I made this because I got frustrated sending AI copy to friends and teammates, and seeing it lose formatting and structure. I found it worked well to instead ask the LLM to summarise its thoughts into a markdown, and share that instead. I set it up to use the same plugins as llms, so you can share tables, mermaid, LaTeX and more. It's a pastebin for the AI era. Try it and tell me what you think! It's forever free to share public pastes, and I'm exploring team plans to organise brainstorming. Com

I am wondering what is going to happen to the internet when you can no longer navigate it with a Google Search? Its just astounding what OpenAI and Anthropic have accomplished, and I reminisce. I remember in 2004, how much better Google performed versus Alta Vista for finding sources for term papers and essays. Later, I learned that they achieved this by converting all the content on the internet to vectors, a process we would now call tokenization. I learned that they created the first stable s

Learn about the upsides and downsides of Claude Fable 5 The post How Powerful is Claude Fable (Mythos) 5 for Coding? appeared first on Towards Data Science .