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AI provides the logic; the compiler makes it real – with zero hallucinations
AI tools that generate SQL have a trust problem. They produce queries that look right and often run, but developers have no way to verify the logic buried in layers of nested window functions and subqueries. SQLazy, a new tool fro...
LLMs Are Too Big. My Log Router Doesn't Need to Sing
A log message arrives saying "config reload requested by unknown actor." It carries an INFO label, but repeated occurrences within ten minutes could signal something worth investigating. The decision of whether to wake someone up...
An LLM Beat NetHack
GPT-6 Astra ascended in NetHack 3.6.7 on September 21, after 37,140 game turns. As far as anyone has documented, this is the first time a large language model agent has beaten the game. The author, who has been trying to get LLMs...
vLLM Architecture, Memory and Benchmarks Deep Dive
If you have ever watched nvidia-smi report 12 percent GPU compute utilization while users complain about slow generation, you have encountered the central reality of modern LLM inference. Text generation is a memory bandwidth prob...
OpenAI forms math advisory group as its AI resolves more than 100 open problems
OpenAI is setting up an advisory group for mathematicians to review and comment on the company's AI-generated mathematical research. The group, called the Advisory Group on Mathematics and Artificial Intelligence, will be hosted a...
Meta’s Muse is outpacing ChatGPT’s early mobile launch
Meta's AI assistant app Muse is outperforming ChatGPT in early mobile adoption, at least by third-party estimates. According to Apptopia, Muse was downloaded more times in its first twelve days than ChatGPT was in the twelve days...
Show HN: VernLLM – LLM fallback, no gateway
LLM API calls fail differently from typical HTTP requests. They time out, hit rate limits, get caught in provider outages, or hang indefinitely. Most developers handle these cases by writing retry logic, timeout handling, and fall...
Ask HN: How do you guys stay on top of the code that is generated?
AI output and the need for deep code comprehension A developer who posted on Hacker News describes working on a new service from scratch where AI produced thousands of lines of code. They leaned on the tool during design but now n...
Show HN: See what ChatGPT, Claude and Gemini say about your business
What Kelriva AI's visibility score reveals about your online presence A startup called Kelriva AI has launched a free tool that queries ChatGPT, Claude, Gemini, and Perplexity in real time with eight questions a prospective client...
Show HN: Audit your site's structure for AI search crawlers (ChatGPT, Claude)
What an AI visibility audit actually checks UK SEO Consultant has launched a free AI visibility report that tests whether your business shows up when someone asks ChatGPT, Claude, or Google AI for recommendations in your industry....