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Hi HN, I'm Samar, a software engineer. I built Junior because I was spending more time fixing CI issues, babysitting PRs and resolving merge conflicts. I thought maybe i should automate all of it, and that's why I started building Junior. Junior is an agent that runs locally on macOS and picks up that kind of work. It connects with my Linear, Slack, Github etc and autopicks work for himself. It works on it and shares a report for me to review. It's open source under. I'd love feedback, especiall...

Article URL: https://keln.ai/blog/ai-gateway-benchmark-deepseek-v4-1-flash Comments URL: https://news.ycombinator.com/item?id=50233570 Points: 2 # Comments: 0

Hey guys, today I read a statistic that showed that Agentic traffic surpassed human traffic on the internet and that statistic was very shocking to me. At the same time I saw another statistic that showed only 10% of agents built, actually get into production. These two statistics seemed ironic to me. So I wondered to myself what is the major bottleneck that is causing a lot of the agents that are being built not get into production and what is the infrastructure missing to make Agentic traffic...

Article URL: https://www.nytimes.com/2026/10/25/opinion/ai-bubble-financial-crisis-lehman.html Comments URL: https://news.ycombinator.com/item?id=50234190 Points: 4 # Comments: 0

Comments URL: https://news.ycombinator.com/item?id=50234251 Points: 1 # Comments: 3

Article URL: https://lightning.ai/security-incident/ Comments URL: https://news.ycombinator.com/item?id=50234296 Points: 2 # Comments: 0

Article URL: https://www.channelnewsasia.com/east-asia/china-first-ai-film-cinemas-ticket-sales-6485401 Comments URL: https://news.ycombinator.com/item?id=50234381 Points: 3 # Comments: 0

Article URL: https://techcrunch.com/2026/10/25/ai-delivers-zero-financial-payoff-to-most-companies-according-to-apollo-economist/ Comments URL: https://news.ycombinator.com/item?id=50234408 Points: 3 # Comments: 1

This is my own very opinionated take on personal accounting / budgeting for freelancers and small business owners operating in multiple currencies. A lot of this is influenced by my circumstances: - consultant / freelancer / business owner with multiple revenue streams - revenue fluctuates a lot and changes month to month - we're nomad, so currencies and shops change a lot, but categories stay stable - mobile and agentic first (PWA and MCP) with good desktop support on top - import from Wise, Pl...

Article URL: https://www.youtube.com/watch?v=Yfn8fSo9rgM Comments URL: https://news.ycombinator.com/item?id=50234519 Points: 1 # Comments: 0

Article URL: https://www.aicertificationcouncil.com/ Comments URL: https://news.ycombinator.com/item?id=50234555 Points: 1 # Comments: 2

Hey HN! I shared Optio here back in March. Originally it was focused on getting swarms of coding agents (claude code/codex) to drive PRs towards a merge by automatically resuming them on CI failures or PR comments. Since then, I've reworked the project to be a general platform for running any kind of AI workflow on your infra by allowing users to configure each component of a possible workflow: When: On demand, a cron schedule, or triggered by external events such as a webhook, slack message, ti...

Article URL: https://vithushansylvester.com/writing/the-real-impact-of-ai-on-tech-jobs Comments URL: https://news.ycombinator.com/item?id=50234699 Points: 3 # Comments: 2

Article URL: https://the-decoder.com/openais-isolated-ai-agents-found-ways-to-talk-to-each-other-through-cpu-cache/ Comments URL: https://news.ycombinator.com/item?id=50234725 Points: 2 # Comments: 1

Article URL: https://www.youtube.com/watch?v=o4AUKGdScNI Comments URL: https://news.ycombinator.com/item?id=50234829 Points: 1 # Comments: 0

Article URL: https://aegissolisarchive.org/the-question-after-the-answer/ Comments URL: https://news.ycombinator.com/item?id=50234876 Points: 1 # Comments: 0

Article URL: https://www.cbc.ca/news/world/ai-coding-hack-smart-tvs-9.7392179 Comments URL: https://news.ycombinator.com/item?id=50235014 Points: 3 # Comments: 2

Article URL: https://github.com/riza/ai-disk-cleanup Comments URL: https://news.ycombinator.com/item?id=50235230 Points: 1 # Comments: 0

Article URL: https://github.com/Hybirdss/Hycli Comments URL: https://news.ycombinator.com/item?id=50235425 Points: 1 # Comments: 0

These elusive and reactive particles have been challenging to hold on to and even more challenging to study, but a new method paves the way for tests on the differences between matter and antimatter.

With a tactile dongle for on-the-fly customization and a metal chassis, the Wallhack M-001 is the most fun I've had reviewing a gaming mouse in a long time.

This is The Stepback, a weekly newsletter breaking down one essential story from the tech world. For more about AI's impact on the web, follow Emma Roth. The Stepback arrives in our subscribers' inboxes on Sunday at 8AM ET. Opt in for The Stepback here. How it started The digital publishing industry has relied on […]

The mods at r/opensource posted new submission rules that, among other things, banned projects that use AI. The post made Saturday evening opens by saying, "If your project uses AI, is made by AI, or is intended for AI, it's not welcome on r/opensource. AI, as it exists today, is incongruent to this Open Source […]

We compiled a list of all the hottest AI wearables, including Muse Charm, Bee, Friend, Plaud, and more.

Microsoft Research open-sourced Agensh on October 24, MIT-licensed, with the harness, the experiment launch scripts, and a reproduction guide. The paper behind it, Agensh: Scaling Organizational Intelligence to 1,024 Agents , has been on arXiv since September 22. The headline claim: 1,024 coding agents working in one shared repository, with no lead agent and no central scheduler assigning tasks. I read the paper, the README, and the reproduction guide before writing this, because the most ...

Segno Player ( https://github.com/segnomusic/segno-player ) is an open source web component that plays a MuseScore score's audio on its original engraved pages, with a marker on the bar being played and a cursor that follows the notes. This post covers why I built it, how it works and where it's heading. Background I have a hobby, or possibly a problem, of collecting sheet music for old public domain songs, mostly Swedish folk music and choral music. Some of it does get sung or ...

Most parking lots are invisible to AI assistants. Ask Claude or ChatGPT to "find me parking near Coors Field tonight" and it can only guess from web pages. We built Park Graph to fix that. Lot owners print one QR sign. Drivers scan and pay in 30 seconds. And every lot on Park Graph is exposed to AI agents through a hosted Model Context Protocol (MCP) server. The endpoint https://parkgraph.com/api/mcp Remote, streamable HTTP. The driver flow needs no API key. I...

68% of EV drivers hit a broken charger in a single year (Plug In America survey). Most charger data an AI assistant can reach is stale, scraped or undated. ChargingNear.me covers 95,724 US charging stations in all 50 states and DC, including 17,028 DC fast chargers from 98 networks. It syncs daily from the U.S. Department of Energy NREL database and cross-checks Open Charge Map, Google Places and TomTom. Every station page carries the date it was last verified. We opened that data to age...

DraftKey is a Mac app that suggests the next few words as you type, in almost any app, using an AI model that runs entirely on your Mac. Nothing you type goes to a server. It costs $4.99 once, with no subscription, and you can get it at getdraftkey.com . Disclosure up front: I built DraftKey. It's made by Aura Technologies, my small indie studio. This post is a straight description of what it does, who it's for, and where it falls short, so you can decide in two minutes whether it's worth fi...

useState is a React Hook used to store and update data in a component. When the state changes, React updates the UI. 1. Basic syntax const [ value , setValue ] = useState ( initialValue ); value — current state value. setValue — function to update the state. useState(initialValue) — sets the initial value. 2. Example: Counter import { useState } from " react " ; export default function App () { const [ count ...