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github.com• Mar 6, 2026• 1 min read

Show HN: Open Wearables – self-hosted wearable data platform with an AI layerHi, I'm Bart, one of the maintainers of Open Wearables.For the past few months we've been building an open-source, self-hosted backend that normalises health and fitness data from multiple wearable providers (Garmin, Whoop, Apple Health, Samsung Health and others) into a single AI-ready REST API - and thought it was worth sharing here too :)We built this out of our own experience doing custom wearable integrations for clients, and from working with paid SaaS solutions that often lack the flexibility to customise data pipelines or debug what's actually happening under the hood. Surprisingly, there weren't any mature open-source projects filling this gap.What you get:- A single normalised API covering 60+ health metrics (cardiovascular, sleep, body composition, activity, respiratory) and 80+ workout types across all supported providers- A dashboard to manage users, API keys, and sync status — with a full view of each user's health data across connected devices- An AI layer via MCP, letti

useaxiomnotes.com• Mar 4, 2026• 1 min read

Show HN: I improved my handwritten math OCR (now preserves derivations)I built this after almost losing a semester’s worth of handwritten math derivations.I was taking a Signals and Systems course and filling notebooks with Laplace transforms and long derivations. Before finals I tried digitizing them so I could search my notes.Everything failed.Most OCR tools can recognize the characters, but they destroy the structure that makes math readable:- aligned equations lose alignment - multi-step derivations collapse into paragraphs - numbered problems merge together - tables flatten into plain textSo I built *Axiom*.Instead of focusing only on transcription accuracy, it focuses on *preserving mathematical structure*.Upload a photo of handwritten STEM notes and it returns structured Markdown with real LaTeX — keeping aligned equations, derivation steps, and problem blocks intact.Under the hood it’s basically:image → vision model → structured Markdown + LaTeX → KaTeX renderMost of the work ended up being in *layout preservation*, not OCR.https://www.useaxiomnot

j-ncel.github.io• Mar 3, 2026• 1 min read

Show HN: Word Doodle – A generative engine that turns text into dense doodle artI have always loved the look of dense, hand-drawn doodle sketches. The art that filled every part of a notebook page or paper with words and character drawings. Using word-doodle, I have recreated that feeling, including simulation of the process of filling the page but for text only and also emojis.How it works: The engine uses a three-step pipeline to transform raw text into art:1. Frequency Mapping: It analyzes word frequency to determine visual weight of each word.2. Scaling & Rotation: High-frequency words get bolded and enlarged, with a 15% chance of vertical rotation.3. Collision Detection: It uses a randomized coordinate generator with a retry loop (up to 70 attempts per word) to pack the canvas as tightly as possible without overlapping.The Goal:Beyond just a word cloud, it is something relaxing to watch. It’s built with vanilla JS to keep it lightweight as possible.GitHub Repo: https://github.com/j-ncel/word-doodle

tools.geeksprep.com• Mar 2, 2026• 1 min read

Show HN: Browser-Based AI Watermark Remover – No Uploads, Client-Side OnlyI built a simple, fully client-side AI watermark remover that runs entirely in the browser—no images are uploaded to any server, no accounts needed, no ads or watermarks added on output. It targets common AI-generated watermarks like those from Grok, Gemini (Nano Banana / Imagen), Midjourney, etc., using a combination of inpainting heuristics and basic diffusion-style filling tuned for small logo/text overlays. (It's not a full advanced model like Lama or anything cloud-heavy—just lightweight JS + Canvas/WebAssembly ops for speed and privacy.) Why this exists:People keep asking for free, private ways to clean up watermarks from fun/experimental AI outputs without trusting third-party sites. Most online removers upload your image (privacy risk) or add their own branding/paywalls. This one keeps everything local, works on phones too, and is zero-friction.Try it here: https://tools.geeksprep.com/ai-watermark-remover (Drag/drop or paste image → process → download PNG)Feedback welcome: Does

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

Show HN: Coasty.ai – We just hit SOTA on OSWorld (computer-use agent benchmark)Hey HN,We've been heads down building Coasty for the past few months and wanted to share a milestone, we just achieved state-of-the-art results on OSWorld, the most comprehensive benchmark for computer-use agents. For those unfamiliar, OSWorld tests whether AI agents can actually use a computer the way a human does navigating real desktop environments, clicking through UIs, filling out forms, managing files across apps.We're building an agent execution platform for computer-use AI. Think of it like Vercel but for AI agents that operate full desktop environments. You give Coasty a task, and it spins up a sandboxed environment where an agent can see the screen, move the mouse, type, and complete end-to-end workflows things like filing expenses, canceling subscriptions, filling out insurance forms, or navigating legacy enterprise software. Why this mattersMost "AI automation" today is really just API glue between apps that have APIs. But the vast majority of business workflows still live

bing.com• Feb 18, 2026• 1 min read

Bored of Repetitive Clicks? How to Automate Your Daily Desktop TasksIf you find yourself constantly repeating the same mouse clicks every day, you’re not alone. From filling out online forms to refreshing dashboards and managing repetitive workflows, small tasks can ...

piggzy.com• Feb 17, 2026• 1 min read

Show HN: Piggzy – Turn your inbox into a universal 'Buy' buttonHi HN,I grew tired of the research loop. I hated having 20 tabs open, comparing shipping speeds, and filling out the same checkout forms over and over. I realized that while the internet made shopping easier, it didn't necessarily make it faster.I built Piggzy (piggzy.com) to be the invisible layer between your intent and your doorstep. The goal is to turn your inbox into a universal "Buy" button. No more passwords, no more tracking 10 different retail accounts, and no more out-of-stock frustrations.How it works:One-time setup: Secure your account and payment method at Piggzy.com.Request via Email: Send a request to buy@piggzy.com (e.g., "Find the best noise-canceling headphones for a loud office under $250").The Magic: We do the heavy lifting of finding the right item and email you the recommendation + cost breakdown.Execution: You reply "Yes" or "Buy," and the agent handles the transaction.Why Email? I wanted to build a "headless" experience. I don't want to give you another dashboar

github.com• Jan 30, 2026• 1 min read

Show HN: BigAsk, a web interface for exploring BigQuery using natural languageHi HN,I built BigAsk, a self-deployed web interface for exploring BigQuery data by asking questions in natural language. It’s a fairly thin wrapper over the Gemini CLI meant to address some shortcomings it has in addressing data querying challenges organizations face.I know a few people who work in roles where much of their time is spent fulfilling requests to fetch data from internal databases. I’ve heard it described as a “necessary evil” of their job which isn’t very fulfilling to perform. Recently, Google has released some quite capable tools with the potential to enable those without technical experience using BigQuery to explore the data themselves. Specifically, the BigQuery Data Analytics and BigQuery Conversational Analytics extensions to the Gemini CLI enable self-service answers to both questions intended to return exact query results, and higher-level questions about more nebulous insights that can be gleaned from data. While these certainly wouldn’t completely eliminate th

taxplain.xyz• Jan 26, 2026• 1 min read

Show HN: Taxplain – AI Tax Guidance That Explains Your SituationI built Taxplain because existing tax software is great at form-filling but terrible at guidance. Most Americans don't understand why they owe what they owe or how to optimize their situation.Taxplain uses AI to answer tax questions in plain English across complex scenarios: crypto gains, self-employment, AMT, business structures, state-specific rules. It's like having a tax advisor in your pocket, powered by verified IRS documentation and tax code.The core insight: people don't want software—they want answers. We're targeting the DIY tax filer market that TurboTax underserves on guidance.Currently in beta. Would love feedback on the approach, the UX, or whether this solves a real problem for you.https://www.taxplain.xyz/

bloghunter.se• Jan 15, 2026• 1 min read

Show HN: BlogHunter – Generate and host SEO blog posts with AIHi HN,I'm the creator of BlogHunter. I built this because I have several side projects that needed SEO traffic, but I kept burning out trying to maintain active blogs for all of them. I wanted a "set it and forget it" solution that handled everything from generation to hosting.What it is: BlogHunter is a platform where you input topics/keywords, and it generates full-length, formatted blog posts using LLMs at scaleIt then hosts these blogs for you (no WordPress/Ghost required).It's definitely not for "thought leadership" pieces that require deep personal insight, but for top-of-funnel SEO content and filling out topic clusters, it's been working really well for me.Would love to hear your feedback on the generated content quality and the platform itself!Link: https://bloghunter.se

bing.com• Dec 10, 2025• 1 min read

Next-gen supersonic jet engine gets a much less glamorous jobBoom Supersonic has made great strides in recent years toward fulfilling its ambition to get its Overture supersonic airliner off the ground. The problem is that faster-than-sound aircraft aren't ...

traclea.com• Nov 10, 2025• 1 min read

Show HN: Infostealers in Nov 2025: 183M Gmail, 16B Logins, Nikkei SlackIn the past month alone, infostealer malware has dominated headlines with breaches exposing billions of credentials—183M Gmail-linked logins dumped in late October (via Synthient's monitoring, loaded to HIBP on Oct 21), Nikkei's Slack histories for 17K+ employees compromised by a single August infection (disclosed Nov 4), and an aggregated 16B credential mega-leak from ongoing stealer campaigns (Cybernews, June but with fresh Oct dumps).These aren't flashy ransomware hits; they're silent endpoint infections turning your browser, wallet, or Slack into hacker fodder. Vidar 2.0's upgrade (Oct 6) is already spiking campaigns, filling the Lumma void with faster exfil and better evasion.Traditional breach checkers like HIBP are great for historical dumps, but they miss the real-time flood of stealer logs—raw credential grabs from infected machines, sold cheap on Telegram/dark forums for ATOs and fraud.That's where Traclea steps in: we scan your emails and usernames across both breach archive

news.ycombinator.com• Nov 9, 2025• 1 min read

BatchSubmit turn command line legacy programs into web applications# webdev # programming # architecture # cloudhttps://github.com/socaltiger/BatchSubmit.comA long-established software company has developed a suite of legacy professional applications in Fortran, COBOL, R, and Python. These tools, while powerful, were designed for programmers and not easily accessible to non-technical users. By adopting BatchSubmit, the company transformed its command-line programs into Web applications. This platform bridges complex backend code and end users, allowing anyone to run sophisticated computations simply by filling out a web form—without programmer assistance. The result is improved efficiency, reduced human error, and a modernized workflow.

wayofthat.com• Oct 29, 2025• 1 min read

Show HN: WayOfThat, Automatically detect and place fields and checkboxes on PDFsI built WayOfThat as a tool for my own work as a realtor. Mainly to speed up setting up and sending documents with tons of fields.One of my listing forms has over 600 unique fields, and filling them manually was painful. So, naturally, I spent even more time building something to automate it. WayOfThat automatically detects and maps out form fields and checkboxes from PDF documents.It works like a standard document signer; upload docs, place fields, send for signature, but the MVP is what makes it different.MVP: a trained image detection model built on 100k+ documents that can automatically set up around 95% of document fields, dramatically speeding up the “place fields” step of the process.Right now, it can take almost any PDF, detect its fields, and either export a fillable version or prepare it for signing. Next up: document workflows and integrations with automation tools.

bing.com• Sep 27, 2025• 1 min read

Review: Factor Protein Plus MealsComfort foods that are filling even with relatively low calories. Proteins retain moisture and tenderness. More than 60 high-protein options available. Fully prepared meals only require reheating. The ...

scryptogram.com• Aug 30, 2025• 1 min read

Show HN: Scryptogram – A game where you fill in the blanks to guess the subjectHey HN! I built Scryptogram, a puzzle game where you’re given a category and a summary written in blanks, and you fill them in to reveal the subject. I’ve always loved crosswords, Wordle, and trivia, but wanted something that combines the “aha!” moment of trivia with the letter-filling satisfaction of word games.Each puzzle starts with a category (e.g. “Fictional Character”) and a blanked-out summary. As you guess letters, the words slowly fill in, and once you figure out the subject you can keep completing the rest of the puzzle.I built it with React on the frontend and AWS (S3 for puzzles, DynamoDB for stats + Archive, Cognito for auth) on the backend. I’m still experimenting with puzzle difficulty, retention features, and daily packs.You can try it here: https://scryptogram.com - all feedback is welcome!

tier-craft.lovable.app• Jul 4, 2025• 1 min read

Show HN: Created a nifty subscription price and market research generatorGreetings, builders, hackers, and startups. I am a non-technical designer slowly learning the saas and dev world. I am leveraging AI tools to build and ship sideprojects every week and learning a lot in the process.My most recent web app is a smart pricing strategy generator for subscription-based services and products. It also has built-in market research and competitor analysis generation. I am using both claude and openai as available models and firecrawl for pricing page scraping. The app works by filling out a few forms in which you can also select previously generated data to aid one of the three generators.In the stack side, i am using lovable for project setup, Claude Code to debug and create front end, and supabase for database and api key storage.At this stage I would appreciate user feedback, especially finding out if this tool has enough value to be launched as a micro-saas or if it is turning out to be just another ai wrapper. Any suggestions on how I can improve the app,

github.com• Jun 20, 2025• 1 min read

Show HN: Nxtscape – an open-source agentic browserHi HN - we're Nithin and Nikhil, twin brothers and founders of nxtscape.ai (YC S24). We're building Nxtscape ("next-scape") - an open-source, agentic browser for the AI era.-- Why bother building a new browser? For the first time since Netscape was released in 1994, it feels like we can reimagine browsers from scratch for the age of AI agents. The web browser of tomorrow might not look like what we have today.We saw how tools like Cursor gave developers a 10x productivity boost, yet the browser—where everyone else spends their entire workday—hasn't fundamentally changed.And honestly, we feel like we're constantly fighting the browser we use every day. It's not one big thing, but a series of small, constant frustrations. I'll have 70+ tabs open from three different projects and completely lose my train of thought. And simple stuff like reordering tide pods from amazon or filling out forms shouldn't need our full attention anymore. AI can handle all of this, and that's exactly what we're

news.ycombinator.com• Jun 10, 2025• 1 min read

Show HN: macOS app PhotoSort could help reduce your monthly iCloud billPhotoSort does two simple things that Apple Photos (deliberately?) doesn't.It sorts your iCloud and Mac Photos library by file size and aesthetic quality.This lets you find not just your best photos, but also large, unwanted photos and videos filling up your iCloud storage, and the hundreds of useless screenshots and forgettable photos cluttering up your Photos library.PhotoSort creates two albums in the Photos app: SizeSort and QualitySort. The first identifies the biggest space hogs that you could offload to reduce storage; the second separates your best shots from the mediocre and rubbish ones that you might want to delete.PhotoSort is available on the Mac App Store (https://apps.apple.com/app/id6739038077). The free version reveals your 30 largest files. The paid version ($5 for lifetime use) shows the full sorting and creates the two albums. More details at www.photosort-app.com.PhotoSort is available in English, French, German, Spanish (ES), Spanish (MX) and Russian versions. The