Article URL: https://jcurcioconsulting.com/posts/sandboxing-llm-generated-python-how-i-let-strangers-prompted-bots-fight-each-other Comments URL: https://news.ycombinator.com/item?id=48950496 Points: 1 # Comments: 0
<p> AI Crypto Investigations/Research Agents </p> <p> <a href="https://www.producthunt.com/products/blockscopechat?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/1199302?app_id=339">Link</a> </p>
Looks like it happened. I actually assumed they would just enable it for all today, considering the Sol and Kimmi releases this past week. They doubled down instead. EDIT: Was an outage, they just fixed it (https://status.claude.com/) Comments URL: https://news.ycombinator.com/item?id=48950477 Points: 80 # Comments: 84
Article URL: https://www.profgmedia.com/p/1999ai Comments URL: https://news.ycombinator.com/item?id=48950402 Points: 2 # Comments: 0
Article URL: https://netflixtechblog.medium.com/in-house-llm-serving-at-netflix-a5a8e799ea2c Comments URL: https://news.ycombinator.com/item?id=48950349 Points: 2 # Comments: 0
Article URL: https://chat.blockscope.co/ Comments URL: https://news.ycombinator.com/item?id=48950339 Points: 1 # Comments: 0
<pre style='white-space:pre-wrap;width:81ex'>fix(clawhub): reject calendar-invalid feed timestamps (#106942) * fix(clawhub): reject calendar-invalid feed timestamps * fix(clawhub): preserve strict feed timestamps * fix(test): avoid promise executor return in clack prompter test Co-authored-by: Cursor <cursoragent@cursor.com> * fix(clawhub): preserve feed timestamp semantics * fix(clawhub): strengthen feed timestamp validation Co-authored-by: ZengWen-DT <ceng.wen@xydigit.com> * fix(time): validat
Like many engineers, Sarah Downs says she knew she wanted to pursue a STEM career from a young age. As a teenager, she discovered robotics through her Tulsa, Okla., middle school’s First Lego League team, and she fell in love with the field, she says. Downs participated in the international robotics program from 2014 to 2016. Watching PBS specials on NASA Mars rovers Spirit and Opportunity , and seeing the live broadcast of the Curiosity rover launch in 2011, inspired the teen to dream of a care
Article URL: https://siliconangle.com/2026/07/14/chai-discovery-nabs-400m-series-c-ai-designed-antibodies-reach-big-pharma/ Comments URL: https://news.ycombinator.com/item?id=48950258 Points: 1 # Comments: 0
If you're building agents, this is worth knowing. Simon Willison (who coined the term "prompt injection") describes three capabilities that are individually fine but devastating together, the lethal trifecta includes: 1. Access to private data (such as internal databases, emails, etc.) 2. Exposure to untrusted content (like web pages and external text) 3. The ability to exfiltrate data (a tool or a channel of sorts that reaches the outside world) Combine all three in one agent and you've got a p
<pre style='white-space:pre-wrap;width:81ex'>feat(mac): Quick Chat v2 — enable toggle, agent switching, zoom entrance, window screenshots (#109952) * feat(mac): Quick Chat v2 — enable toggle, agent avatars and switching, zoom entrance, window screenshots - Settings toggle (openclaw.quickChatEnabled) gating hotkey, menu item, recorder - agent chip renders avatar image (data URIs only; remote URLs deliberately not fetched to avoid SSRF), emoji, or tinted monogram; native NSMenu agent picker routes
I built Lific because I direct AI coding agents on largish projects and needed somewhere for project state to live that isn't markdown files in the repo. When I was begging to work on long horizon ideas, I started on Linear, but my agent files issues faster than a human does, and I hit their limits and pricing wall almost immediately. Then I self-hosted a popular open source tracker which meant running its 13 containers, and its MCP integration was 30k tokens and I got so fed up that I eventuall
OpenClaw has become one of the most widely adopted agentic frameworks, but it has yet to prove itself at enterprise scale. Agents need real credentials — API keys, OAuth tokens, service accounts — to work effectively, and Brex found that traditional guardrails couldn't contain what those agents were doing with them. Brex set out to overcome these limitations by building an internal platform it calls CrabTrap. The open-source HTTP/HTTPS proxy intercepts all network traffic, examines policy rules,
Apple filed a trade secrets lawsuit against OpenAI last Friday, and it’s not messing around. The complaint alleges a pattern of misconduct reaching all the way up to OpenAI’s chief hardware officer and claims more than 400 former Apple employees now work at the company. OpenAI’s response so far has been carefully hedged, and the timing couldn’t be worse with the company reportedly eyeing an IPO […]
Apple is suing OpenAI. The complaint is readable and intense, as these things often are, though many experts seem to think many of the allegations are just the ways things are done. So what does Apple really want here, and why is it picking such a public fight with OpenAI? On this episode of The […]
Weave Robotics has listed the features of its Isaac wheeled bimanual manipulator robot for household and office use. The post Weave Robotics launches Isaac, its first mobile humanoid robot appeared first on The Robot Report .
Article URL: https://scanticket.io/en Comments URL: https://news.ycombinator.com/item?id=48949988 Points: 2 # Comments: 0
I mean we can either let llm generate sql but that's risky right or should we do defined operations? I mean for both reads and write. But whether it's llm generate or we define we have to do the manual work of writing determistic guards right... Comments URL: https://news.ycombinator.com/item?id=48949955 Points: 2 # Comments: 0
Article URL: https://www.theatlantic.com/technology/2026/07/how-much-water-data-centers-use/687934/ Comments URL: https://news.ycombinator.com/item?id=48949807 Points: 1 # Comments: 0
A Go botnet called NadMesh turned up in early July hunting exposed AI services, and the operator's own dashboard claims 3,811 unique AWS keys. A Shodan harvester keeps the scan queue stocked with ComfyUI, Ollama, n8n, Open WebUI, Langflow, and Gradio: the image generators, local model runners, and workflow builders that teams stand up fast and firewall late. The intel feed behind that counter
Hi HN, Thomas here, I'm a Machine Learning, and I've been deploying models in prod for the last 5 years and decided it was time to open-source some of my learnings! In Coloma you'll find my vLLM tuner, I use it to ensure models don't OOM at runtime, and are optimized for the metric that matters the most for that deployment: low per-user latency vs maximum system throughput. To make it easier the dashboard ships with an estimator of the performance expected at runtime depending on the parameters
Apple appears to believe that additional former employees have shared company information with OpenAI.
Even if AI matches researcher-output quality, human-led research will remain essential — the team learning from observing users can't be outsourced.
The company has unveiled a massive new artificial intelligence model it says can take on top American firms.
Comments URL: https://news.ycombinator.com/item?id=48949452 Points: 2 # Comments: 1
The cost of writing code dropped; the cost of owning it didn't. A framework for deciding which changes are actually cheap in the AI era. The post The cost of saying yes has changed appeared first on The GitHub Blog .
<p> The most capable AI assistant with its own inbox </p> <p> <a href="https://www.producthunt.com/products/deck-9?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/1199241?app_id=339">Link</a> </p>
Article URL: https://github.com/tkngate/tkngate Comments URL: https://news.ycombinator.com/item?id=48949274 Points: 2 # Comments: 0
In this post, we cover a high-level view of the Smartsheet remote MCP architecture, with a focus on the AWS infrastructure behind it. This includes security, governance, scaling and deployment, and the AI-specific optimizations Smartsheet built on AWS.
Maximize the latest OpenAI model The post How to Work Effectively with GPT-5.6 appeared first on Towards Data Science .
Maker here. Favur is a multi-agent harness written in Python: a team of 14 specialized agents — planner, architect, coder, tester, reviewer, builder among them — coordinated by Favur itself, not by an LLM. It takes a written statement of work and produces completed code, with no hand-holding or constant guidance along the way. Favur Evals scores those runs across models, using the same standardized SOW every time. The fastest way to get it: https://favur.dev/drive/top_run — an interactive replay
Article URL: https://craftvis.com Comments URL: https://news.ycombinator.com/item?id=48949140 Points: 1 # Comments: 0
Article URL: https://github.com/alexrolls/startup-factory Comments URL: https://news.ycombinator.com/item?id=48949104 Points: 1 # Comments: 0
Turns out decades-old email tricks still work against some LLM-powered email filters
Article URL: https://www.wsj.com/tech/cybersecurity/ai-privacy-laws-data-26d9769f Comments URL: https://news.ycombinator.com/item?id=48949063 Points: 1 # Comments: 0
Projects like the Ladybird browser are outright banning non-maintainer PRs [1]. I understand this but can't help to feel it goes against the underlying spirit of modern open source. Rust's Clippy has adopted a more nuanced review-PRs-to-get-yours-reviewed system [2], this impressed me and made me think of whether there are other perhaps similarly "gamified" ways to handle the LLM storm. There is also Vouch, as previously discussed on HN. [3] [1] https://ladybird.org/posts/changing-how-we-develop
Article URL: https://stantyan.com/blog/portable-ai-memory-or-permanent-lock-in/ Comments URL: https://news.ycombinator.com/item?id=48949018 Points: 1 # Comments: 0
Article URL: https://www.axios.com/2026/07/17/china-ai-kimi-k3-open-source-anthropic-opus Comments URL: https://news.ycombinator.com/item?id=48949014 Points: 2 # Comments: 0
Article URL: https://martinsays.substack.com/p/what-lawyers-can-do-for-ai-safety Comments URL: https://news.ycombinator.com/item?id=48948983 Points: 1 # Comments: 0
