Auto-aggregated global tech articles · 1,244 posts
Everything so far has been single-shot. One call in, one result out, with us gluing the pieces together. But what if we get a realistically complex prompt: "Tell me how much it costs to refund 100 euros to a European consumer card. Then issue a full refund of 100 euros for payment with id abc123 and
From what I've seen online so far, the description of these systems is roughly: They asked the model (often Aster) to generate statements in LEAN and then submit those to a LEAN compiler to be checked. Based on the results of attempting the LEAN compilation, they somehow add those statements as fac
কেমন হতো যদি আমরা অত্যন্ত ক্লিন ও ডিক্লারেটিভ উপায়ে রাউট ডেফিনিশনের সাথেই Swagger ডক্স যুক্ত করতে পারতাম? যেখানে রাউটার নিজে থেকেই ভ্যালিডেশন মিডলওয়্যার থেকে সব ইনপুট স্কিমা (Query, Params, Body) রিড করে সম্পূর্ণ ভ্যালিড OpenAPI ডকুমেন্টেশন স্বয়ংক্রিয়ভাবে জেনারেট করে দেবে! এই আর্কিটেকচারাল প্যাটার্
Previously: 9 Bugs That All Looked Like a Working System · I Built an AI That Rewrites Its Own Prompts · The Edit That Fixed 4 Tasks and Broke 1 · I Let an LLM Rewrite Its Own Prompt. The Real Win Was the Gate That Rejected It. · I Tried 4 Models to Save My Self-Improving Agent. All 4 Failed. Agen
Hardening a Linux Server with UFW Introduction # 1.1 "Teaser" overview In this project, I tested how a Linux host-based firewall changes the way a server appears during network reconnaissance. Using Nmap, I scanned a TripleTen play-server before and after enabling UFW. Before the firewall was
After nearly 18 months, my PR to add rootless and readonly filesystem support to bitwarden-lite has been merged and released with v2026.8.1 🚀🚀🚀. Shoutout to MtnBurrit0 from the BW team for getting it across the finish line. This means you can now run as an arbitrary user with literally no privileges
Article URL: https://www.statichost.eu/ Comments URL: https://news.ycombinator.com/item?id=49569896 Points: 20 # Comments: 2
Hello, I have been thinking about a project I‘d like to try out, where I have like a Database, an api server and a web server. It‘s not too large, and mostly to learn about how they all interact. The issue is, I would prefer not having to pay for multiple servers to host everything. Is there a way t
Article URL: https://madpsy.uk/how-to-create-a-tor-exit-node/ Comments URL: https://news.ycombinator.com/item?id=49569702 Points: 10 # Comments: 6
Article URL: https://quad9.net/ Comments URL: https://news.ycombinator.com/item?id=49569663 Points: 15 # Comments: 3
Every multi-agent architecture makes a bet: that the coordination overhead is cheaper than the context bloat of a monolithic session. Nobody has published the actual cost. Mohammad Fauzel Sadeghizad ran 45 controlled experiments across 20 programming tasks to measure the fork tax: the performance p
GitHub shipped HydraFusion as a research preview in Copilot, exposing the plumbing behind multi-model orchestration for coding workflows. The system routes subtasks across different LLMs based on complexity, matching Opus 5 baseline performance while reducing estimated workflow cost. This is product
an observation : GPT-5-class models are genuinely capable(They are) of doing a substantial fraction of knowledge work, why haven’t we seen a noticeable productivity shock in the real economy yet? Is AI actually less economically useful than the benchmarks suggest—or are organizations simply too slow
ShrekOS field notes · August 2026 I have no idea what I'm f*cking doing. Something I learned today: Throwing away a disposable sandbox is a cleanup operation, not a security control. I was building a disposable sandbox for an AI agent to work in. A container I could simply delete when the task fi
SEO in 2027 will not be adequately measured by a Google ranking report alone. Search Engine Land's analysis of the changing discipline argues that brands need to manage visibility across traditional search results, AI-generated answers and third-party communities. That changes the job from pursuing
Google has confirmed a new AI Overviews behavior that can materially change the shape of a search results page. For some queries, the previously collapsed overview can automatically open into a longer response, placing traditional blue-link results further down the screen. For website owners, the ch
During my doctoral research on modern engineering practices and operational efficiency, one pattern kept surfacing that I did not expect to find. The engineering teams making the most measurable progress on sustainability were not the ones that had appointed green committees. They were the ones runn
We keep talking about AI as a "coding assistant." I think that framing is already becoming outdated. A recent paper, Agentic Software: How AI Agents Are Restructuring the Software Paradigm by Zhenfeng Cao, makes a much bigger argument: AI agents may fundamentally change what we mean by software. F
If you're an Elm developer writing Haskell and you like elm/json, you might like dwayne/hs-json-codec. hs-json-codec provides JSON decoders and encoders for Haskell in the style of elm/json. It's built on dwayne/hs-json-parser, a general-purpose JSON parser and printer that I also wrote. I built b
Article URL: https://eebench.org/blog/can-ai-design-circuit-boards-yet/ Comments URL: https://news.ycombinator.com/item?id=49569366 Points: 57 # Comments: 39
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