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In early 2025, Andrej Karpathy introduced "Vibe Coding" —building software by describing ideas in natural language and letting AI generate the code. It worked brilliantly for MVPs and weekend hackathons. But once projects scale, developers hit a wall: the 200-prompt spiral , where fixing one bug breaks three more because no one truly owns or understands the architecture. The industry has moved forward: Vibe coding is the ignition, but Agentic Engineering is the vehicle. ...

Next week we ship the Bitaxe Naja Duo , and the spec that matters is 9.5 joules per terahash at stock. First open-source home miner under 10. But this is dev.to, so instead of a product pitch, here's the part that's actually interesting to build: what it takes to make a $3 microcontroller drive silicon that Bitmain designed for industrial hashboards and documented for nobody. The problem: a peripheral with no datasheet The BM1373 is Bitmain's 3nm SHA-256 ASIC from the Antminer S...

TL;DR: A Knowledge Base in ByteChef is a managed RAG store: drop in documents (PDF, Markdown, Word, JSON, plain text - and scanned PDFs or images, through an OCR path) and ByteChef parses, chunks (with size and overlap you pick per knowledge base), embeds , and indexes them in a pgvector -backed Spring AI VectorStore . Retrieval is everywhere you'd want it: a Knowledge Base Search tool for AI Agents (with tag filtering), Load/Search/Update/Delete actions for workflows, and a built-...

If you've ever spent 3 hours debugging a missing 2-space indentation in a 1,000-line Kubernetes YAML file or copy-pasting the same service definition between docker-compose.yml, Helm templates, and Terraform HCL — you're not alone. Today, I’m excited to share Infra Lang v0.5.1, an open-source, human-friendly Infrastructure-as-Code (IaC) compiler that lets you define your architecture once in a clean, typed DSL and compile it to Kubernetes, Docker Compose, Helm Charts, and Terraform HCL. 🌟 ...

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Article URL: https://www.bloomberg.com/news/articles/2026-08-21/salesforce-servicenow-fight-ai-fears-with-buybacks-and-bluster Comments URL: https://news.ycombinator.com/item?id=49437365 Points: 1 # Comments: 1

Article URL: https://abovethelaw.com/2026/08/ai-contracts-are-quietly-becoming-the-best-product-documentation/ Comments URL: https://news.ycombinator.com/item?id=49437904 Points: 1 # Comments: 0

Article URL: https://orgchart.mit.edu/letters/ai-and-education-watershed-moment-mit Comments URL: https://news.ycombinator.com/item?id=49438025 Points: 1 # Comments: 0

Article URL: https://www.youtube.com/watch?v=Pny5TFP2r3U Comments URL: https://news.ycombinator.com/item?id=49438105 Points: 4 # Comments: 0

Article URL: https://www.bloomberg.com/news/articles/2026-08-25/ai-firms-debate-putting-cyber-tests-online-after-model-hacks-mt8wy555 Comments URL: https://news.ycombinator.com/item?id=49438117 Points: 1 # Comments: 0

Article URL: https://hackaday.com/2026/08/25/ai-book-scanning-just-what-is-a-rare-book/ Comments URL: https://news.ycombinator.com/item?id=49438120 Points: 1 # Comments: 0

Article URL: https://aiandeducation.mit.edu/report/ Comments URL: https://news.ycombinator.com/item?id=49438217 Points: 2 # Comments: 1

Article URL: https://www.technologyreview.com/2026/08/24/1141740/kids-machines-language-learning/ Comments URL: https://news.ycombinator.com/item?id=49438388 Points: 2 # Comments: 0

Article URL: https://www.explore-exploit.com/p/dribbling-the-ai-watermark-directly Comments URL: https://news.ycombinator.com/item?id=49438392 Points: 2 # Comments: 0

Article URL: https://arxiv.org/abs/2608.21986 Comments URL: https://news.ycombinator.com/item?id=49438458 Points: 2 # Comments: 0

Article URL: https://aiandeducation.mit.edu/ Comments URL: https://news.ycombinator.com/item?id=49438466 Points: 3 # Comments: 0

I am genuinely curious about this question and want to understand people's experiences. I'm a principal engineer with decades of experience, I am currently working on a massive codebase that does RPA (data entry automation for old software). I can get my agents to build complex features from scratch, However, if I don't describe exactly how it needs to be built (low level specs), or if I don't know how the current codebase needs to be updated to support this change, things quickly get out of con...

Article URL: https://www.cbsnews.com/texas/news/dolly-parton-says-she-doesnt-want-to-live-on-through-ai-after-she-dies-when-im-gone-i-want-to-fly-with-it/ Comments URL: https://news.ycombinator.com/item?id=49438632 Points: 3 # Comments: 3

Article URL: https://ldstn.substack.com/p/a-critical-examination-of-the-ai Comments URL: https://news.ycombinator.com/item?id=49438637 Points: 1 # Comments: 0

Article URL: https://github.com/Univeracity/limitlesslibrary Comments URL: https://news.ycombinator.com/item?id=49438658 Points: 1 # Comments: 0

Article URL: https://fetchmarkapp.com Comments URL: https://news.ycombinator.com/item?id=49438682 Points: 1 # Comments: 0

Article URL: https://marginalrevolution.com/marginalrevolution/2026/08/ai-and-constitutions-from-my-email.html Comments URL: https://news.ycombinator.com/item?id=49439180 Points: 1 # Comments: 0

Article URL: https://www.rankspot.ai Comments URL: https://news.ycombinator.com/item?id=49439372 Points: 1 # Comments: 0

Article URL: https://minimax3.com/ Comments URL: https://news.ycombinator.com/item?id=49439577 Points: 1 # Comments: 0

Article URL: https://www.axios.com/2026/08/25/ai-critical-infrastructure-cyberattacks Comments URL: https://news.ycombinator.com/item?id=49439654 Points: 1 # Comments: 0

Apple’s Mac Mini and Mac Studio have been tough to buy for months, but updated versions have arrived. Both include new chips optimized for AI, with the M6 Mac Mini getting a $200 price bump.

The Supreme Court has removed one roadblock from the Trump administration’s attempts to impose severe restrictions on voting.

Article URL: https://www.ctgt.ai/research/behaviorally-fingerprinting-ox-alphas-provenance Comments URL: https://news.ycombinator.com/item?id=49435641 Points: 6 # Comments: 1