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alphai.io• Jul 27, 2026• 1 min read

Show HN: We killed our AI stock analysis and kept the news feed (API and MCP)I run AlphaAI, it is a news feed for trading agents, REST plus MCP. Before it was "AI stock analysis" site. That version demoed great and made no money. i was paying for market data, users was not paying me. Nobody buys prompt output, everyone already has own ChatGPT or Claude and own prompts. The only thing people were watching was the news feed with ratings, so I built a new product around this feature and it turned out to be really useful.What's under the hood: GDELT parsing, SEC EDGAR, google public RSS and several other sources. Everything goes through a deduplication and enrichment pipeline. Only a small part of the really useful stuff gets into the feed, it's the filtering that's valuable to the user. Question to people who wire news into agents: what metadata you missing usually? For me this is main thing i want to learn from this post.

bing.com• Jul 27, 2026• 1 min read

Microsoft’s Nicole Dezen Unveils New Partner Strategy Built Around AI Transformation‘There are record levels of investments in every single one of the pillars of the program, really designed to deliver three big things: building capability, enabling go-to-market and generating ...

news.ycombinator.com• Jul 26, 2026• 1 min read

We need to rethink tech stackLet me start this with something we already know, AI is here, it may be controversial how it will operate open or closed but its not going anywhere.If you look at the current tech space, AI integrations and use and some very useful but some unnecessary AI implementations, you will realise that there are either many gaps in current understanding.Lets start on what i wanted to talk, first lets talk about AI, what is AI, not the defination, but actually is AI, it may not be the ultimate intelligence but have some intelligence or atleast we can say, it know certain well known patterns, its ability comes in various sizes, but essentially now we a black box with some knobs, which be a better solution than hard coded flows, logics and if its imagined well, it can be really really useful but there is a flaw.We being extremists, we either think of its going to taking all the jobs or its just useless, there is another way to approach it.Think of it as intelligence layer available to you, but cur

bing.com• Jul 26, 2026• 1 min read

What coolant should you use for data center liquid cooling?Companies have three main fluid options for liquid data center cooling: dielectrics, deionized water plus additives, and PG25. Dielectrics are used mainly for immersion cooling, which really can’t ...

news.ycombinator.com• Jul 26, 2026• 1 min read

Ask HN: Is an in-page speed reader useful?A friend suggested I embed an RSVP reader in my blog posts, so I did a floating button in the corner of the page. It uses the Spritz heuristic for the focus letter (letter 1 for short words, up to letter 4 for long ones) but maps back through punctuation, and the timing isn't uniform either. I don't want to bury this post in technical detail, so if you're curious about any of it, just ask and I'm happy to share.But I'm not really used to speed readers, so I don't know if it's actually useful. What do you think?And about browser extensions? does a per-site reader still make sense when an extension works everywhere, in theory?It's on my blog (glitchedcat.com) on any post the lightning bolt button in the corner.

getsnack.app• Jul 26, 2026• 1 min read

Show HN: Exercise snack reminders for iOS/Android, no server, one-time purchaseI built Snack App for my wife. She works from home, and every night, she would feel stiff and creaky after sitting all day, so she decided that she had to be less sedentary. Her idea was to break up her day with "exercise snacks" - formally defined as "isolated ≤1-min bouts of vigorous exercise performed periodically throughout the day" (https://pubmed.ncbi.nlm.nih.gov/34669625/) but really any kind of movement (a couple flights of stairs, a 5-minute walk, or a set of air squats) is better than nothing.So I wrote her an app that lets her set a goal and pick a reminder schedule. The app sends her notifications; she logs her snacks in the app; and every day she meets her goal extends her streak.Speaking of streaks, I forgot to do my Wordle one day and, to my horror, broke a 171-day streak, so I made Snack App's streaks flexible. You can pause your streak anytime, and it'll resume when you start logging snacks again. There's also a built-in grace period, just in case you forget. The whole

gitcharta.vercel.app• Jul 26, 2026• 1 min read

Show HN: GitCharta, generate a snapshot of any GitHub user's global networkIt just starts with how I could check if a person I followed on GitHub follows me back, or wanting to know if someone who starred my project started following me. I checked out some open source tools on GitHub and discovered a few, but the majority of them have limitations. First, they rely on the github rest api, so even if you decide to provide your PAT token, you are still stuck at around 5.000 requests (combining both following and followers). That’s not good for large accounts like Evan You or a really popular gitHub user with more than 5k followers. Second, they are either CLI tools that return another raw list or require you to sign up (and even in those cases, they are still stuck with the github rest api limitations and can't scale).So, I decided to create my own tool that others could use. But why just create another tool similar to the rest? I searched for a touch of originality and wanted to see the link, something we have in common. That's where the idea of countries came

kryptogram.se• Jul 26, 2026• 1 min read

Show HN: CDXE – Cyber Defence Exercise EnvironmentA few years ago I needed a lightweight way to simulate a realistic internet-like environment for some training purposes. Sadly I couldn’t find something suitable for the requirements. Already being halfway down the rabbit hole, when I later had some time left over I got started building the tool I was missing. In May this year, I was finally really to pull the trigger and released the first public version of CDXE into the wild.CDXE is an all-in-one internet-like environment carefully designed to meet the requirements of smaller scale Cyber Defence Exercises(CDX). While the main focus is on CDXs, I’m working on a map feature that can graphically show live traffic flows across the visualized “internet”. This god view is interesting from many perspectives, but specifically for students learning about the inner workings of the internet for the first time. Letting them see how their pings, traceroutes, and other traffic traverses the “internet”. (If you have been to any of my presentations

news.ycombinator.com• Jul 26, 2026• 1 min read

Ask HN: Something fishy is going on with Google feed on my AndroidHello folks. I want to know if this is something only happening to me.I noticed on the past few days something weird going on with Google feed on Android (when you swipe left from home main screen)I started receiving deceiving news with some "shocking" headlines like: "Contagious cancer found in fresh water fish". Android says it was published by "Forbes" but the icon is weird. That caught my attention and I used share button to check the URL and for my suprise the target link is "discover.aigc/?id=.........." (I removed the number just in case)I used some search engines and I found no relevant related domain. Pinging the domain also returns nothing.i tried accessing it from an isolated environment and the domain seems really offline now.I'm sure I saw other suspicious links, some had related titles some did not.It does look like a clickbait based campaign for something "fishy" (pun intended).I should have taken notes of the other news and domains which i crossed paths with but I did n

terminai.app• Jul 26, 2026• 1 min read

Show HN: Integrate any CLI agent into any terminalWhether at work as a software engineer or in my private life, I kept running into the same problem: While working in my terminal, I’d wish I could use AI to make sense of recent output or compose a command. Copying and pasting context between a chat and the terminal was tedious and preemptively running a full CLI coding agent threw away all the efficiency of working in a shell. Both workflows were far from ideal.What I really wanted was for the coding agents I already used to pop into my terminal when needed, staying invisible the rest of the time.I couldn't find any existing tools that fit. iTerm2’s AI features don't let me use my existing AI subscriptions, Warp requires changing your entire terminal emulator and workflow (and a new subscription). I wanted a transparent wrapper that could work with my existing tools, staying completely invisible until summoned with a shortcut.ArchitectureI started from the codebase of the excellent mprocs by pvolok to handle terminal emulation and ren

news.ycombinator.com• Jul 25, 2026• 1 min read

What happens behind the scenes when we change effort for same LLM models?What really happens behind the scenes when we select high effort vs medium effort for the same LLM models?

github.com• Jul 25, 2026• 1 min read

Show HN: The TERSE state language and protocol# Hello World(valid terse; for Show HN)I'm terse(greetings)## Container"A container may have one text block, single or multi-line"Object(Semi-colon separated attributes; variables_like: 123; "Traditional unicode strings allowed here too.")Another object with a name(multiple objects under a container)## Further description of TERSE"""TERSE is a unified way to store state, with a defined way to query and mutate it that has been relentlessly refined for overall simplicity and token efficiency not just at rest, but in operation.We realized state access was a low-level, common pattern that keeps getting reinvented. It goes deeper than just AI memory. Consider that Anthropic memory and others are a bunch of markdown files and in some respects, they got it right... simpler is better.So REALLY the problem is settling on a format that is flexible to cover 95% of a domain. We can do so MUCH better than Markdown; TERSE is opinionated on that but it has very good reasons.By being a line-ordered an

ai-meter.app• Jul 25, 2026• 1 min read

Show HN: AI Meter – Local token usage with energy and water estimates[Problem] I wanted to track how many tokens I am burning and it's estimated energy and water impact.[WHAT THIS IS] A local token usage tracker that works across different coding harnesses and estimates energy and water impact[MY EXPERIENCE] Tracking this really put things into perspective. My personal usage is close to 1 MWh in the past three months which I had no idea about. This does not include my AI usage at work which is probably 10x.[DEMO] If you are interested in tracking these numbers locally, try out: https://ai-meter.app- It reads historical data if the files are present. Works completely locally (except to check if there is an update for the widget) - No login. No analytics. No tracking.----[On estimates]AI Meter measures tokens from local AI coding-tool logs, then estimates:Electricity: tokens ÷ 1M × 0.39 kWh, calibrated from Oviedo et al.’s production-scale inference model.Direct cooling water: electricity ÷ 1.20 PUE × 0.45 L/IT-kWh, using LBNL’s U.S. data-center WUE scena

openparser.dev• Jul 24, 2026• 1 min read

Show HN: Open-weight OCR got so cheap I had to share itThis was not supposed to become a product.When PaddleOCR-VL-1.6 dropped, independent benchmarks put it at the top of document parsing models. I had to try it. I needed a provider, but there simply isn't one ready for production that I would trust.So i set one up myself. I assumed that even after getting it running, serving a vision-language model would be expensive.It turns out the opposite is true. Once I had it running properly, the cost was absurdly low. At proper GPU utilization, the cost is only around $1 per 1,000 pages.The nearest competitors are either much lower quality (Azure Read) or absurdly expensive (Extend or Reducto). Even Mistral OCR 4 which is really good and pretty cheap is still 4x more expensive.So I had to share it. I made the endpoitns public, and vibe-coded a simple dashboard.Let me know what you think!

news.ycombinator.com• Jul 24, 2026• 1 min read

Ask HN: How to get in touch with Paddle (MoR)This isn't really a typical Ask HN, but since my LinkedIn network doesn't get me there, I thought I'd give HN a shot!Paddle, the merchant of record, used to have quite excellent support (widget in their dashboard) which then turned into workable support by e-mail. Now they have added a layer of AI automation whereby any support e-mail receives an automated AI reply to which you have to reply to escalate to a human. Unfortunately that loop is broken. I never get a human into the loop at all (they must be so surprised and happy that their support backlogs have gotten so short! Some PM is probably celebrating having made their system completely self-explanatory)In our case they have misrouted our payouts, and I'd be very happy if I could manage to get hold of a human.Do you know anyone working at Paddle I could escalate to, or an email different from sellers@paddle.com that one can use?Thank you!edit: language+grammar

skim-tech.com• Jul 23, 2026• 1 min read

Show HN: Skim – a minimalist open-source email client for Windows (MIT)I built Skim because I was super dissatisfied with all existing Windows clients.I mean, it's not a rocket science, there should be some lightweight modern solution, isn't it? So I decided to create a client that just, you know, MAKES SENSE and has design younger than dinosaurs.Key points:* Obsessed with installer size: it should be under 5Mb.* BYOK AI. Cowriter, agentic search, summarization and other AI stuff is powered by your own key for Anthropic/Openrouter, or you can connect your own OpenAI-compatible server (including local)* No bloat. It should be as contextual as possible: gives you right button when you need it. No menu at all. No integrations. Just email.* Instant startup, super modest on resources* Cool warm zine design with paper colors and really calming vibesIt's MIT - contribution and stars are welcome!

news.ycombinator.com• Jul 23, 2026• 1 min read

Tell HN: Namecheap gave my account to an unverified third partyI’ve been a NameCheap customer for 13 years. I’ve also helped out an old college club paying for a .com they use (that is registered to me under my name, address, and phone number). During a recent leadership transition, the incoming club lead wanted to make changes to the DNS and didn’t know to contact me. They figured out the domain name was parked at NameCheap, so they initiated a password reset using the domain name. I got a password reset email and immediately filed a NameCheap support ticket saying “I did not initiate this”. They called me to verify I was the one who filed the ticket, and then followed up with a canned email with tips like check your anti-virus.The incoming club leader was persistent though, and called NameCheap support. He convinced them the domain registered in my name and address really belonged to his club, and with no verification or validation whatsoever, NameCheap changed my password, and changed the email address associated with my account. All because so

watchmachinego.com• Jul 23, 2026• 1 min read

Show HN: WatchMachineGo – A visualizer to show hardware performing LLM inferenceI love learning new concepts by playing around with them (think explorable explanations (https://en.wikipedia.org/wiki/Explorable_explanation), and I got more and more interested in running local LLMs on my own hardware. Since we live in the age of "speak, and your side project will be done" (joking, but LLMs are really helpfull for me when it comes to frontend stuff and for brainstorming in general!), I built the tool I needed myself :)WatchMachineGo is basically a visual simulator that simulates how a local LLM model gets loaded, prefilled and then used for inference, while showing the effects of different hardware parameters like memory bandwitch or setups like no GPU, two GPUs and so on.All free and without ads, forever.I plan to open source it too, but want to think about how first, still.Note: It is still under construction!If you check it out: Thank you very much and I hope that it will be time well spent! :)

scoutfox.in• Jul 23, 2026• 1 min read

Show HN: ScoutFox – An alert layer for first-mover intelligenceHi HN! We’re building ScoutFox, an alert layer that continuously scouts your interests, filters signals from noise, and reports findings.The ideal user is anyone wanting to monitor something specific to find some alpha before it's obvious. It could a VC looking to invest early on hot startups or a newsroom looking for a breaking story on a niche subject.Google Alerts and RSS feeds could find new changes associated with a keyword but they're bad at determining whether a new piece of information is genuinely significant relative to what the user already knows and cares about. That's the problem we are trying to solve.An example flow in ScoutFox looks like this,Broad discovery - Give a brief on what you want to monitor ( Ex: Track investment opportunities in AI hardware). ScoutFox will drill you to get really specific on the context of your brief (Ex: Monitor LinkedIn status of veterans in hardware AI connecting to any legal entity registrations.)Focused Investigation - Once the rich cont