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News for “round table”
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libretto.sh• Jul 16, 2026• 1 min read
Show HN: Libretto PR agents – Automatically fix failing playwright scriptsLibretto PR agents is a free TypeScript library for maintaining Playwright browser automations. Add one line of code to your existing Playwright scripts and it lets an agent automatically open GitHub PRs fixing the script when it fails.A few months ago we released Libretto, a CLI + coding-agent skill for building deterministic browser automations. The idea was that for many browser workflows, especially repetitive business workflows, you don’t need an AI agent making decisions at runtime. You want deterministic Playwright scripts that are inspectable, faster to run, and much cheaper than repeatedly calling an AI browser agent.That helped us generate Playwright and network-request-based scripts, but websites can often change which breaks deterministic scripts. So maintaining a variety of scripts at scale is a headache. If you already have a bunch of functioning Playwright scripts, the last thing you want is to rewrite everything around a new runtime AI framework like browser-use or stag
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github.com• Jul 15, 2026• 1 min read
Show HN: An incremental build cache for Rust on GHAHi HN,I'm Kyle, the creator of Clipper, a container registry with 7x faster builds via lazy pulls and cache mount exports. In the process of implementing cache mount exports I ended up with a FUSE mounted filesystem backed by a remote content defined store. I went looking for fun things to do with it and found that there's not really a good way to keep Rust incremental build state around on ephemeral runners, so here we are.Rust generally uses https://github.com/mozilla/sccache for caching, but sccache disables itself when incremental compilation is enabled (https://github.com/mozilla/sccache/issues/236) and it isn't on Mozilla's roadmap to fix.It unfortunately doesn't really work on stable Rust (which uses mtime to decide when files have changed, rather than file contents), but maybe once https://github.com/rust-lang/cargo/issues/14136 is stable it will be useful to someone.
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webround.com• Jul 15, 2026• 1 min read
Show HN: Webround - an API-first e-commerce platformHi, I'm Luca, from Italy and I've spent the last two years building Webround: an API-first e-commerce platform. It started as a different project because I wanted to make my portfolio website editable without writing code and keeping the freedom to build any layout. But, while doing so, things evolved and the idea of making it a Headless platform for e-commerces started growing. That's when I went all-in and fired myself from my previous job and spent countless hours building (and re-building) it. You have a lot of freedom here: - You can no-code your website with the drag & drop editor and host it. - You can build custom React components in the very same editor, straight from the browser, installing any NPM package and using Tailwind. You also have access to an integrated SDK for e-commerce functions (like cart management, user auth sessions, checkout start, etc.) - You can leverage the public APIs documented at https://docs.webround.com to build virtually anything: integrations, cust
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pypi.org• Jul 11, 2026• 1 min read
Show HN: verbatimeter - check how grounded your LLM / RAG agent is in real-timeI developed this tool and tried to keep it minimalist, lightweight, portable and easy to use. Hoping some people will find it useful. I think it's especially valuable for RAG agent but could be used more broadly as well.https://github.com/pierreolivierbonin/verbatimeter
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github.com• Jul 10, 2026• 1 min read
FreedomLang – native x86-64 HTTP with no libc / no CRTI'm sharing a small milestone today - a tiny HTTP server written in FreedomLang (freelang), which is a new, experimental, AOT-compiled language I've been working on.The demo (httpd.flx) compiles down to native x86-64, and the resulting server runs with no C runtime/libc dependency (it uses direct syscalls on macOS and Linux, and Winsock plus Kernel32/WS2_32 on Windows).If you want to poke around you can clone the repo, build it (the compiler is just a Node.js script, very inspectable), and test it with a simple curl localhost/health or curl localhost/ . You can also inspect the native machine code with tools like otool -L on macOS to verify the lack of Mach-O dynamic-library dependencies.The reason I chose a tiny HTTP server was it shows an actual socket lifecycle (accept/read/respond/close), but it doesn't pretend to be production-grade.If you look at examples/httpd.flx[0] you can ysee how eveyrthing works - and how the language models the failure states. Why build a new language? The
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news.ycombinator.com• Jul 9, 2026• 1 min read
I got tired of every .NET HTML-to-PDF library so I built a free one from scratchHi all, I've just open-sourced NetPDF, a project I've been building to scratch an itch that's bugged the .NET community for as long as I can remember, there has never been a genuinely free, high-quality HTML-to-PDF library.Every existing route has a real tradeoff:Headless-browser wrappers (Puppeteer/Playwright/Chromium): huge footprint, a native browser to ship and secure, a process to spawn per render.wkhtmltopdf wrappers: built on an unmaintained engine.Commercial libraries: excellent, but licensed per seat/server."Free" libraries: AGPL (viral copyleft) or a revenue cap that becomes a license fee once you grow.After years of working around this, I decided to build the thing I wanted. NetPDF is a real HTML/CSS layout engine written from scratch in C# - the same category as Prince or WeasyPrint, not "automate a browser."What it isA pure C# / .NET 10 engine that parses HTML + CSS and lays it out itself: block, inline, flexbox, grid, and tables, fragmentation across pages, paged-media (@
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spice.ai• Jul 9, 2026• 1 min read
Show HN: Spice 2.0 – Real-Time Analytical Query on Operational Data, Without ETLHi HN, we’re Luke and Phillip, and we’re building Spice.ai OSS - a lightweight, portable data and AI engine and powered by Apache DataFusion & Ballista for SQL query, hybrid-search, and LLM-inference across disaggregated-storage used by enterprises like Barracuda Networks and Twilio.With v2.0, you can add a real-time analytics node to your operational database with high-throughput native CDC replication.We first introduced Spice [1] on HN in 2021 and re-launched it on HN [2] in 2024 re-built from the ground up in Rust. In 2025 we launched Spice Cayenne [5], our acceleration and query engine built on the LF+AI Vortex columnar format.Spice includes the concept of a Data Accelerator [3], which is a way to materialize data from disparate sources, such as other databases, in embedded databases like SQLite, DuckDB, and Spice Cayenne.Today we're excited to announce Spice 2.0! Our answer to analytics in the era of AI agents: analytical query on operational data - real-time, sandboxed, without