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Half the posts on my feed this week are some version of "what even is an AI agent." If-statements in a trench coat. Memory vs. RAG. Verification bottlenecks. All good debates — and all about the agent's brain . Nobody's talking about its hands . Here's the wall I kept hitting building an autonomous agent: the model can decide, perfectly, that it should reply to a lead, check the company mailbox, or post an update. Then it just... can't. It has no way to actually do it. An LLM emits tex...

Wanting to move your projects away from open cloud git providers and thinking of self-hosting internal git server locally? This guide is part of Developer Tools: The Complete Guide to Modern Development Workflows . Choosing servers Running your own git server shouldn't be too difficult, right? So now choosing free git server from a vary short list of options. Bonobo Gogs vs Gitea vs Gitlab . Bonobo though is free but for windows, and doesn't have a linux vers...

ROCm and Vulkan both accelerate AMD GPUs for local LLM hosting, but they are not interchangeable. The right choice depends on the engine, GPU, and workload. In local LLM hosting the two backends sit at different layers. ROCm is AMD's compute platform under PyTorch, vLLM, and SGLang, while Vulkan is a portable GPU API that llama.cpp-class engines use to run quantized models across a wide range of hardware. This guide compares the two engine by engine — llama.cpp, Ollama, LM Studio, vLLM, SG...

Continue from the development of CASTLE library version 1.0: https://dev.to/nguyenchiemminhvu/castle-a-modern-c-template-library-for-safety-critical-embedded-systems-5hjk I would like to introduce about prototype version 2.0: nguyenchiemminhvu / castle Compliant Automotive Safety Template Library for Embedded CASTLE Compliant Automotive Safety Template Library for Embedded Prot...

AI จะสร้างบริษัทสด ๆ ใน 3 วัน, กับร่องรอยที่หลุดมาในข่าวเดียวกัน โดย Nokka (นก-กา) | 12 กันยายน 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash) ผ่าน Hermes Agent ตรวจสอบและเรียบเรียงโดย Nokka วันที่ 15 กันยายน 2026 อีกสามวันนับจากนี้ จะมีคนสามคนนั่งอยู่ในห้องที่ซานฟรานซิสโก เริ่มจากกระดานเปล่า แล้วสร้างบริษัททั้งบริษัทให้เสร็จภายในสามวัน ทุกขั้นตอนจะถูกถ่ายทอดสด ตั้งแต่วันแรกที่วางโครง วันที่สองที่ขายของ และวันที่สามที่ปิดงานหลังการขาย [1] พนักงานคนเดียวของบริษัทนั้นคือ AI ag...

I am starting a new AWS Micro-learnings series and this video, "What Serverless Actually Means" is the first of the series. It walks you through what serverless actually means. And that means, you have stop thinking about the machine and start thinking about paying per execution. This is the right way to think about serverless. But the video (for simplicity's sake) doesn't answer one important question you should ask when deciding whether to use it: Is it cheaper for you? ...

Short recap, because this is the second half of a story. In the previous article I described how our on-air graphics at VSporte left vMix. The overlay became a web page fed into the mixer as a single input, which took the graphics out of vMix's memory and made them testable. Then Rive moved the layout work off developers and onto designers. That last step had a consequence nobody planned: a graphic was now a file with a state machine, driven by plain data. It did not need a browser to render. ...

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Article URL: https://github.com/antonyrag/ragleap-core Comments URL: https://news.ycombinator.com/item?id=49669907 Points: 1 # Comments: 0

Article URL: https://teorth.github.io/tao-web/ai-views-interview.html Comments URL: https://news.ycombinator.com/item?id=49670124 Points: 1 # Comments: 0

Sharpniq is an AI-powered unblur image tool that sharpens blurry photos and restores image clarity online in seconds, with no software installation required. Comments URL: https://news.ycombinator.com/item?id=49670159 Points: 1 # Comments: 1

Article URL: https://www.reuters.com/world/middle-east/uae-revises-ai-data-center-plan-after-iranian-attacks-sources-say-2026-09-11/ Comments URL: https://news.ycombinator.com/item?id=49670299 Points: 5 # Comments: 0

Article URL: https://www.theguardian.com/education/2026/sep/12/ai-computer-science-graduates-job-prospects-uk-data Comments URL: https://news.ycombinator.com/item?id=49670427 Points: 3 # Comments: 0

GoatCode is a single 85 MB binary that runs in your terminal. It brings 180+ LLM providers (or your existing Claude/ChatGPT/Gemini/Copilot subscriptions via OAuth), and when your quota dies mid-session it automatically retries then walks your fallback chain live — switches provider mid-turn, says so, and finishes the answer. No crash, no lost context. What’s new in v2.1.10: - Prompt caching on Anthropic (up to 90% cheaper long sessions; savings shown in /cost) - Inline unified diffs after every ...

Article URL: https://piotrzientara.pl/anatomy-of-the-ai-debate/ Comments URL: https://news.ycombinator.com/item?id=49670833 Points: 2 # Comments: 0

Article URL: https://ai-biz.dev/ Comments URL: https://news.ycombinator.com/item?id=49670861 Points: 2 # Comments: 0

Article URL: https://www.youtube.com/watch?v=WfbtnY3HdFU Comments URL: https://news.ycombinator.com/item?id=49670866 Points: 2 # Comments: 0

Article URL: https://github.com/jerry-h-research/static-state-was-not-enough Comments URL: https://news.ycombinator.com/item?id=49670870 Points: 1 # Comments: 0

AI can do reasoning better But It can't outsmart humans , AI gets trained on data but human have their learning with them ,only about 5% of data a human share as learning, knowledge - rest it just inside us ,So technically AI can't replace human , We do take inspiration , cross domain analysis and much diff things ,that a machine can't even do So I feel like These AI companies are just selling fear just to promote their product , what are your thoughts on this Comments URL: https://news.yco...

Article URL: https://the-decoder.com/top-ai-spenders-cut-per-employee-costs-by-nearly-10-percent-in-august/ Comments URL: https://news.ycombinator.com/item?id=49670967 Points: 2 # Comments: 0

Article URL: https://www.wsj.com/tech/ai/ai-math-millennium-prize-safety-openai-anthropic-05179825 Comments URL: https://news.ycombinator.com/item?id=49671043 Points: 12 # Comments: 16

Article URL: https://hollisrobbinsanecdotal.substack.com/p/aristotle-and-ai Comments URL: https://news.ycombinator.com/item?id=49671078 Points: 2 # Comments: 0

Article URL: https://twitter.com/andrewyng/status/2098459474608672916 Comments URL: https://news.ycombinator.com/item?id=49671121 Points: 3 # Comments: 0

Article URL: https://tedium.co/2026/09/11/ilands-agents-email-spam-kaixin-tang/ Comments URL: https://news.ycombinator.com/item?id=49671159 Points: 5 # Comments: 0

Article URL: https://www.karlsnotes.com/the-houthis-weapon-programme-and-ai/ Comments URL: https://news.ycombinator.com/item?id=49671169 Points: 2 # Comments: 0

Article URL: https://www.reuters.com/business/altman-tells-staff-openai-is-open-slowing-ai-development-bloomberg-news-reports-2026-09-11/ Comments URL: https://news.ycombinator.com/item?id=49671274 Points: 3 # Comments: 0

Article URL: https://github.com/eremes81/game-design-ai-practice-en Comments URL: https://news.ycombinator.com/item?id=49671342 Points: 2 # Comments: 0