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News for “round table”
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github.com• Jul 23, 2026• 1 min read
Show HN: Grounded-forge: RAG with summaries and task views precomputed at ingestHi everyone,I've been working on a knowledge retrieval system that can create distributable applications for several months and I'd love to share it with you!The issue I've found with asking LLMs for advice is that they are trained on a large corpus of text but don't have much discernment. It's even worse when you ask a question like "What is Agile?" Agile is an emergent property of strong leadership and a compatible organisation design, not a methodology to shove down people's throats. However, an LLM is more likely to trend towards methodology-shoving answers. Asking for business advice is likely to result in what a March 2026 Harvard Business Review study called "trendslop." (https://hbr.org/2026/03/researchers-asked-llms-for-strategic...) LLMs are good with language, not discernment, and more language does not equate to more truth.I also needed a way to mentor globally distributed teams, especially when time zones made real-time support hard (I live in New Zealand and had clients i
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github.com• Jul 22, 2026• 1 min read
Show HN: Vivace – A single-process Qt media player with interactive DVD menusVivace uses only Qt (v6.11.1 or newer) itself — no Qt Widgets, no external player processes. I built it because I wanted SMPlayer's UI conventions and features without depending on the external player processes(mpv/mplayer).It's a ground-up rewrite, not a fork.- DVD playback with interactive menus, from a from-scratch IFO/PCI parser (no libdvdnav)- a hybrid WSOLA + phase-vocoder approach to speed-adjusted audio, since neither algorithm alone sounds good in both directions- secure credential storage via the OS keychain- casting to a phone/tablet over a small embedded web server- a full SMPlayer-style menu layout.Still early stage (v0.1.1) — feedback and bug reports are welcome.
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bing.com• Jul 22, 2026• 1 min read
Roundtable’s AI/DeFi Platform Unveiled to London PressThe above button links to Coinbase. Yahoo Finance is not a broker-dealer or investment adviser and does not offer securities or cryptocurrencies for sale or facilitate trading. Coinbase pays us for ...
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bing.com• Jul 22, 2026• 1 min read
New Balance’s ‘Bouncy Soft’ Running Shoes Are Now 40% OffBuyers say these New Balance Fresh Foam Running Shoes are “incredibly comfortable,” and right now they’re just $42 at Amazon. Grab yours before they’re gone. Whether you’re looking to round out your ...
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machinations.tpk.gg• Jul 21, 2026• 1 min read
Show HN: Machinations – a multiplayer strategy game where LLM is the game masterI started by thinking about the game mechanics I actually wanted to see. I come from a long background in diceless tabletop RPGs, and what I loved about them was the GM improvising, making rulings on the spot. When LLMs came along, I saw a chance to build a mechanic that worked like that.But LLMs on their own are bad at it. They regress toward the mean and they try too hard to please the player. Nobody ever really fails. So I built a system (I won't name it, I'm not here to self-promote) around a 3d10 bell curve of outcomes. The dice decide how well an attempt goes, across a whole spread of grades from disastrous to legendary, and the LLM has to narrate whatever the dice say. That forces it to produce results the player won't like, which is where the drama comes from.With that in hand, I could resolve any conflict narratively. Two characters chasing the same goal, one trying to kill or rob the other, whatever. The roll leans the story in one direction or the other. Then I realized I ne
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calyxa.app• Jul 21, 2026• 1 min read
Show HN: Calyxa – Browser Native AI tutor solving the "cheating" problemHi! I'm Darcy, a current high school senior from SoCal.Calyxa is a chrome extension tutor that teaches directly on the student's homework screen with adaptive engine. Here's why I built it:During my past 3 years in high school, I witnessed how classmates around me adopted the AI trend in Edtech. From ChatGPT to Photomath, they now become what are the must-haves to do homework fast. Despite being in a relatively competitive school, probably 95% of my classmates have used AI tools to cheat in some ways, usually either writing their essays for them or giving them answers to the calculus problems they're stuck on.I used AI to "cheat" too. However, whenever I use them to scan my math problem, I tried to read through the solution steps so I can truly understand and prepare for the test. AI is helpful to me for understanding quickly without having to call the math teacher over to my table for every small questions, but almost all my classmates used it as shortcut.This is why I built Calyxa. I
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deepsql.ai• Jul 20, 2026• 1 min read
Show HN: DeepSQL – A self-hostable DBA agent for Postgres and MySQLHi HN - I'm Venkat, founder of Stayflexi (YC), CMU CS grad and Ex-Oracle Query Engine team (patents in core databases)DeepSQL started as an internal tool to stop our own databases from becoming the bottleneck they were becoming (13,000+ hotels in production). It worked well enough that we're releasing it.DeepSQL is an AI agent that operates a database the way a senior DBA and Data Engineer would1. Fixes slow queries (we cutdown DB spend by 4x) 2. Fixes DB bloat (blocks unnecessary schema changes, in vibecoded setup) 2. BI dashboards(we removed spend on tableau, retool and appsmith) 3. Security (We could redact access to sensitive, PII data to our employees) while engaging everyone in the org to interact with our databaseHow it works 1. Deepsql learns your data and relationships from your code base, rules and query logs 2. Deepsql agent has 20 background jobs that continuously monitor the schema changes, bottlenecks, and come up with solutions before the problem arises. (Schema bloat is
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regularly.co• Jul 19, 2026• 1 min read
Show HN: Regularly, hand-picked daily logic and number puzzles, no adsHi HN. I wanted to present to you Regularly (https://regularly.co), a daily logic/math puzzle website I made to scratch my own itch: can we have a fun and engaging puzzle app that doesn't eventually devolve into an iap blockaded mess? For background, a few years ago I released my first daily puzzle (Countable), which I made for my then-girlfriend (now wife) and me to play over morning coffee. One marriage and four games later, the full Regularly set was born: with no ads, no sign-up, no iaps. It spread by word of mouth and a few hundred people now play each day.Our business model is simple: the daily puzzles will always be free (without ads). At some point I may charge a small amount to access and play the back catalogue, but the day's puzzles stay free forever. As with many other websites, a fresh puzzle set drops every morning. However, unlike those websites, every puzzle shown is hand-picked rather than whatever we can make, and we really focus on getting the difficulty right. We wa
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news.ycombinator.com• Jul 17, 2026• 1 min read
Show HN: Proton – A Pure Go, Immediate-Mode GUI Library (Zero CGO)Hi everyone,I’ve been building Proton to solve a specific pain point in the Go ecosystem: building native GUIs without the "web dev" trade-offs or CGO complexity.If you’ve tried to build desktop apps in Go, you’ve likely dealt with the frustration of CGO dependencies, bloated build pipelines, or feeling like you’re just writing a thin wrapper around a browser.Proton aims to fix this with a clean, pure-Go approach:Zero CGO: Cross-compile to Windows and macOS seamlessly from any machine.Immediate-Mode API: No setState, no complex component trees, and no XML. You just write your draw function, and it runs every frame.API Immunity: The public API is shielded from the underlying rendering engine (built on top of Gio). If the backend changes, your code remains untouched.Full Feature Set: Includes inputs, lists, overlays, alerts, and 46 built-in themes (or easy custom hex-code styling).It’s currently in development for v0.4.0, but it’s stable enough for cross-platform apps and even supports A
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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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