github.com
Show HN: Kery – comments on your PR with a video of the feature workinghttps://github.com/Kery-HQ/KeryI ship all of my code via different agents, mainly Claude Code and Codex. And with 5 different sessions running on different worktrees, the only way for me to know if something broke is once it gets to the deployment stage or production.I even use Claude's /pr-review skill and it does catch most of the errors, but most of them are at code level, and it does not really catch what happens at the UI / UX / functionality side. If there's a section entirely rendered orange, your CC skill might just be useless.So I built Kery; a platform that checks your PRs, reads the diff and descriptions to understand the change intent, opens your preview deployment in a real browser, logs in, and tries to perform the exact thing the PR is for, and provides you evidence of that thing working or not.The comment is the product. I wanted the artifact to be the evidence rather than an opinion; it reduces the cognitive load from your brain needing to process every PR for what it is, instead you get an image orAug 12, 2026 2:45 PM
arabnews.com
Paramilitary force launches drone attacks across Sudanhttps://www.arabnews.com/node/2654334/middle-eastKHARTOUM: Sudan’s paramilitary Rapid Support Forces launched drone strikes on capital Khartoum and other army-controlled cities on Wednesday, in what appeared to be their largest coordinated attack in months. Since April 2023, Sudan has been ravaged by war between its regular military, led by army chief Abdel Fattah Al-Burhan, and the RSF, commanded by Burhan’s former deputy Mohamed Hamdan Dagalo. The capital Khartoum, which was recaptured by the army last year, has been targeted by drone strikes before but enjoyed relative calm for months.Aug 12, 2026 6:04 AM
kernelspace.naigap.com
Show HN: Kernelspace- interactive course on systems programming for LLM Servinghttps://kernelspace.naigap.com/Hi HN,*I* built kernelspace - a free and interactive course that takes a backend engineer (like me) with java/python experience to the systems level required to work on LLM serving at scale. (Mostly an attempt for me to understand what everyone's talking about lately and also an attempt at staying up to date to current tech - career wise).It has: 1. 68 Lessons across 9 tracks, with a rust-from-zero ramp. 2. 8 rust labs - BPE tokenizer, KV block manager, radix cache, batching scheduler, a toy executor 3. 9 simulators running in browser (wasm) - roofline model, KV cache pressure, continuous batching dynamics 4. Fleet week - a simulated prod serving fleetAll progresss is local - there is no server (it's served from github pages, repo here https://github.com/praveer13/kernelspace)Feedback appreciated, and contributions welcome. I want to make this a really good course for me (and everyone else like me).* (OK, I had sol and kimi on it for most part)Aug 12, 2026 1:20 AM
picklebrowser.com
Show HN: Pickle – token efficient AI agent browser with policy-gated actionshttps://picklebrowser.com/I use agents for a lot of my own work, but whenever they access my browser they end up wasting a lot of tokens reading HTML, so I tried building a browser that simplifies webpage content for them.Pickle is an agent browser and it has all the features a regular browser has (tabs, search history, bookmarks, etc.), but pages load as compact structured data instead of raw HTML to reduce token usage.Overview for those curious:It's policy-gated (blocked domains, actions that need approval like purchases) and every action is logged, so you're always able to see what your agent is doing and can take over at any time.It's also compatible with weaker/local models as it auto-routes by model strength. i.e. small local models are limited to picking actions one step at a time so they don't hallucinate actions or make up element IDs. Stronger models can plan multiple steps ahead.On the token compression side, I've been seeing around 32x less token usage.Other useful features: - shared notebook that yAug 11, 2026 3:43 PM
sentris.dev
Show HN: Sentris – scans your Supabase repo for missing RLS and leaked keyshttps://www.sentris.dev/indexI built this after finding a service_role key in the client bundle of one of my own side projects. It had been live for weeks. That key bypasses RLS completely, so anyone who opened the site could have read every row of every table.Four checks: tables in public without RLS (or with using(true) policies), secrets in repo files and the live bundle, route handlers that take a caller-supplied id with no auth check, and storage buckets marked public. It reads migrations and route handlers in the repo, because a URL scanner can't see any of that.All four rules are written out in full on the page. I also publish precision/recall against my test corpus at /precision: 9 repos, 24 planted findings. Small corpus, and I built it myself, so take the numbers for what they are. There's a full unedited sample report at /sample.Scanning is free and needs no login. Happy to answer anything, especially about false positives.Aug 11, 2026 11:31 AM
bing.com
AI Without A Source Of Truth Is Just Confident Guessinghttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a88fe13f64448d79b61c2c947fec710&url=https%3A%2F%2Fwww.forbes.com%2Fcouncils%2Fforbesbusinesscouncil%2F2026%2F08%2F11%2Fai-without-a-source-of-truth-is-just-confident-guessing%2F&c=2848617042580333054&mkt=en-usIt can summarize a problem, recommend a path, trigger a workflow and explain its reasoning with the calm and confident tone of a person who knows exactly what they’re doing. But, of course, confidence ...Aug 11, 2026 5:15 AM
bing.com
AI Without A Source Of Truth Is Just Confident Guessinghttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a8a6f93fefb45be814e244e0fd3feec&url=https%3A%2F%2Fwww.forbes.com%2Fcouncils%2Fforbesbusinesscouncil%2F2026%2F08%2F11%2Fai-without-a-source-of-truth-is-just-confident-guessing%2F&c=2848617042580333054&mkt=en-usIt can summarize a problem, recommend a path, trigger a workflow and explain its reasoning with the calm and confident tone of a person who knows exactly what they’re doing. But, of course, confidence ...Aug 11, 2026 5:15 AM
bing.com
AI Without A Source Of Truth Is Just Confident Guessinghttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a88f527bb3642028ff75d64ee93f6ed&url=https%3A%2F%2Fwww.forbes.com%2Fcouncils%2Fforbesbusinesscouncil%2F2026%2F08%2F11%2Fai-without-a-source-of-truth-is-just-confident-guessing%2F&c=2848617042580333054&mkt=en-usIt can summarize a problem, recommend a path, trigger a workflow and explain its reasoning with the calm and confident tone of a person who knows exactly what they’re doing. But, of course, confidence ...Aug 11, 2026 5:15 AM
theguardian.com
Ukraine war briefing: Russia bans voting against the warhttps://www.theguardian.com/world/2026/aug/11/ukraine-war-briefing-russia-bans-voting-against-conflictEvery candidate of Yabloko – the last anti-war party – barred from September elections; warning over ‘Russian Starlink’ progress. What we know on day 1,630Aug 11, 2026 1:38 AM
github.com
Show HN: Pyrig – A tool that automates project setup and maintenancehttps://github.com/Winipedia/pyrig# What is pyrig?pyrig is a package and tool that *rigs up* your project. It scaffolds and initializes a complete, fully configured, installed and working Python project with one command and makes the process of developing and maintaining it more seamless and efficient by automating things like configuration management, CLI generation, testing infrastructure, and more.# Requirements* Python 3.12+ * Git * uv# Quick Start uv init my-project --python 3.12 cd my-project uv add pyrig --dev uv run pyrig init See the [Getting Started Guide](https://Winipedia.github.io/pyrig/getting-started) for detailed setup instructions to also fully integrate with GitHub and CI/CD from the start.# Features# [Project Scaffolding & Initialization](https://Winipedia.github.io/pyrig/scaffolding)`pyrig init` generates a complete project in one command that works out of the box. This includes everything a modern python project needs:* Standardized directory structure * Fully configured dev tools (linters, formattAug 10, 2026 10:34 PM
kmcheung12.github.io
Show HN: My local climbing gym from photogrammetryhttps://kmcheung12.github.io/climb-preview/tour/ae43c6e5Commented on yesterday's Ask HN: What are you working on? (August 2026), thought I might as well submit a Show HN.If you see climbing world cup/championship, there is this 3D modelling thing [1]. I want that for my weekly bouldering.I scanned my local climbing gym into 3D mesh using iphone. Built a simple editor to trim, merge, move/rotate meshes. You can interact with the mesh, view routes, view climb, etc. So this is unlike many gaussian splatting projects where the main use is for viewing. I built a pipeline in updating climbing walls. Climbing routes are manually annotated. Climbing videos are registered against the 3D mesh. Based on one input video, body positions resolved into 3D/4D space. you can view the body landmarks from different angle.COLMAP, OpenMVS, fastapi, svelte, database is just local json files. A read only build is exported so I can host on github pageIf you climb, or know someone who climbs, would love to hear your feedback. Do you usually record your climbs? If IAug 10, 2026 9:39 PM
app.edgi.tv
Show HN: Edgi – Letterboxd or Strava for your brainhttps://app.edgi.tv/Hi HNExcited to share edgi.tv - an educational media platform where the things you learn accumulate into a visual map of your intellectual interests. The experiment is whether you can build a consumer product around intellectual identity, something like Letterboxd or Strava but for your brain.The main entry point is a curated TikTok-style feed that surfaces vids from creators like Kurzgezagt, VSauce, AstroAlexandra, Cleo Abram, 3Blue1Brown, etymologynerd, etc with interactive games accessible on top of the videos. You can also create podcasts, quizzes, etc with AI on any topic you’re interested in and earn XP towards concepts.Concepts are the unit that connect all media together and create the knowledge graph and power the rec algo. As you engage with a concept, you have a chance to earn a Concept Card (a Pokemon-style collectible for that idea). The concepts then accumulate on a mind map, which doubles as a social surface so you can see what friends are interested in and where your inAug 10, 2026 1:14 PM
news.google.com
.13 Classic Items You'll Find in a Minimalist's 2026 Capsule Wardrobehttps://news.google.com/rss/articles/CBMiXkFVX3lxTE9lOFgtckx5Q2pJZFNZWTNjX0dGZV9iTkJNUVh3aXo1T0VjR1lZa240TFA5eUswWVMwTG00NW4xN2ZNSmdpUDhnSjkxNU9kS3hBRkpDNHFkQTl6TzMxb3c?oc=5.13 Classic Items You'll Find in a Minimalist's 2026 Capsule Wardrobe Who What WearAug 10, 2026 10:50 AM
bing.com
Is new immersive Titanic experience worth the price? I found outhttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a88df812cad4a3f8e3d81f3210d3649&url=https%3A%2F%2Fwww.usatoday.com%2Fstory%2Fentertainment%2Fevents%2F2026%2F08%2F10%2Ftitanic-an-immersive-voyage-arizona%2F91161455007%2F&c=7176471093958783283&mkt=en-usTitanic: An Immersive Voyage is now open in Scottsdale. Is it worth seeing? Here's what surprised me and my verdict after visiting the new exhibit.Aug 10, 2026 6:00 AM
bing.com
The No-Cost Guide to Clearing Out Every Old Computer and Printer in Your Homehttp://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6a8a84610be8483f94b631c972191d79&url=https%3A%2F%2Fwww.cnet.com%2Ftech%2Fcomputing%2Fthe-right-way-to-get-rid-of-old-laptops-pcs-and-printers-and-its-free%2F&c=12244069428950615981&mkt=en-usFree electronics recycling programs are available through most major retailers and manufacturers. Here’s how to find the right drop-off option for what you have. Every household has a version of the ...Aug 9, 2026 5:00 PM
spacenews.com
Northrop Grumman, Canadian Space Agency repurpose their Gateway projectshttps://spacenews.com/northrop-grumman-canadian-space-agency-repurpose-their-gateway-projects/Northrop Grumman and the Canadian Space Agency will adapt what they had been working on for NASA’s lunar Gateway into applications for a planned lunar base, albeit with few specifics. The post Northrop Grumman, Canadian Space Agency repurpose their Gateway projects appeared first on SpaceNews.Aug 8, 2026 5:45 PM
github.com
Show HN: 49IDE – 2D Grid IDE for managing many agents, Git trees, issueshttps://github.com/alpbahadur/49AgentsBeads tables (Steve Yegge's) for issue tracking. Can view git trees, terminals, issue tables, notes, and files all on one screen. Can connect multiple machines via private network (like tailscale)I had this issue where i really did not like the when i had many terminals open at the same time - when you try to code with 6+ agents at the same time, across, say, 3 projects, you get huge context fragmentation. I am a visual person, and its way easier for me to remember where things are if I placed them there - I build this 2D canvas for myself initially and then decided to open-source - the main goal there is to let me (or the user) to place the terminals, github trees (to track agent's progress across branches on different repos), beads issues tables across many machines all on the same screen. Most important note, once again, is since its a 2D canvas, it feels more like a citybuilder where i I decide where to put stuff and thus remember exactly where what is running. It boosts my efficieAug 8, 2026 4:37 PM
github.com
Show HN: Remembrane – agent memory in one SQLite file, zero dependencieshttps://github.com/satyasairay/remembraneThis is a small library for giving an agent persistent memory without running any infrastructure. The whole store is one SQLite file, and the default install has no dependencies. I built it because whenever I wanted an agent to remember a handful of facts across sessions, the options were a hosted API, a vector database, or a framework, and that felt like too much for what is usually a few thousand short strings.The part I find most useful is that recall is deterministic, so you can write unit tests that assert what your agent remembers and run them in CI. I haven't seen that elsewhere and it's what I rely on most. Beyond that: it's one file you can copy, inspect, or delete, with no server or background process; every result can show its own score breakdown, so ranking isn't a black box; and every change is journaled, so you can snapshot the store and diff it later. It also exposes an MCP server, so an MCP-capable agent like Claude can use it directly, and there are LangChain and CrewAAug 7, 2026 7:51 AM
spaceflightnow.com
Blue Origin identifies engine issue behind New Glenn explosionhttps://spaceflightnow.com/2026/08/06/blue-origin-identifies-engine-issue-behind-new-glenn-explosion/The Aug. 5 update from Blue Origin CEO Dave Limp offered the first explanation for what caused the company’s 98-meter-tall (320 ft.) to explode at the pad on May 28.Aug 6, 2026 10:35 PM
manufact.com
Show HN: mcp-use v2 rebuilt from scratch for stateless 2026-07-28 MCP spechttps://manufact.com/blog/mcp-use-v2Hi HN, Luigi here. We maintain mcp-use an open-source TypeScript framework for building MCP servers and MCP Apps: https://github.com/mcp-use/mcp-use MCP is now (finally) stateless so we rewrote mcp-use v2 from scratch for the 2026-07-28 MCP spec revision: https://blog.modelcontextprotocol.io/posts/2026-07-28/Thanks to the rebuild:- Throughput: +27% → from 8,615 to 10,982 median ops/sec- Cold launch: 2.2x faster → from 151.6 ms to 68.1 ms- Clean install: 82% smaller → from 404.6 MiB to 74.4 MiBBenchmark with methodology here: https://github.com/mcp-use/mcp-use/blob/main/benchmark.mdWhat changed in the spec:1. No more sessions. The initialize/initialized exchange and the Mcp-Session-Id header are gone (SEP-2575, SEP-2567). Every request carries its own protocol version, client identity, and capabilities in _meta. Server discovery is an optional server/discover RPC instead of a mandatory round trip.2. Multi round-trip requests replace server-initiated calls (SEP-2322). Now the server retuAug 6, 2026 3:59 PM
