Real problems people complain about online, pulled every morning and scored out of 100. Build, validate, or skip. How scoring works
ProblemHunt10mo agoToolAI
Hi HN - long-time lurker (since 2012!), first time poster.Pizza Bot is a self-hosted desktop app for Mac, Windows, and Linux that runs AI agents in the background and exposes them through an email-like UI. Finished work shows up in Unread, and anything waiting on your approval shows up in Action. It's Apache 2.0-licensed, there's no signup and no telemetry, and you bring your own model provider: Anthropic, Amazon Bedrock, Google Gemini, OpenAI, OpenRouter, or a local model through Ollama. There are builds on the releases page, or you can run it from source.Pizza Bot started as an internal passion project I worked on with a small team at Amazon.The whole thing came out of my frustration at having to manually log CRM activities through a browser form. I built a simple REST API called "JoeBot" that connected to my authenticated browser session over CDP and filled out the form for me using Playwright. Then I hacked up a quick Obsidian plugin so I could trigger it from my local notes (no AI and no MCP servers involved).This caught on quickly. My fellow AWS Solutions Architect Igor Fil joined up with me, and we rebranded the project as "Pizza Bot," named after Amazon's two-pizza teams. We started seeing what other automations we could build. We found a GraphQL API we could query and hacked up some "recipes" to pull data out of the CRM to help with meeting prep. That worked great, and it was right around the time MCP servers seemed to be taking off, so we decided to expose Pizza Bot as an MCP server instead, so it would be available to AI tools through natural language.This was a decent solution for technical users, but the Account Managers who live inside our CRM system wanted something too. We decided to rebuild Pizza Bot as an Electron desktop app modeled after an email inbox, so it would be familiar to non-technical users and would run on both Mac and Windows. We also bundled internal MCP servers as OCI images and hosted the
Hacker News15h agoToolAI
Hey HN,I always had the problem that building HTML pages is really simple now, but trying to save data required hosting it somewhere, and sharing it afterwards was not easy. Over the last few months, I've been building an app called Capsule (it’s also the file extension name) written in Rust with Tauri 2.0 that allows packing an HTML app and its data into a single SQLite file.The HTML file and any related assets are directly embedded in the database. User data can either be saved as a localStorage key/value store or via a MongoDB-inspired collections API as documents, saved in a table in the file. You can also save other assets, like PDF files or images, directly in the database to keep different documents together. All data can be easily exported to CSV or JSON if needed.Privacy and security were a big priority for me, so documents cannot do anything out of the box. They don’t have direct access to the file system and they require permission to access the internet. The permission model is still something I’m working to improve. Capsule documents can also use local or remote AI models for document specific AI features.One downside with this approach is that multiple people working on it will create different copies. To make it possible to merge different copies of the same file, each data entry has a unique UUID and timestamp.I’m planning to open up the file format specification for the 1.0 version of the app so other apps can read or write Capsule files.You can try it out in the web preview at https://withcapsule.app/preview with pre-built templates or use any AI provider of your choice to create a custom, Capsule-optimized app by using the following prompt:"Please read the app wizard instructions at https://withcapsule.app/prompt.txt and help me design an app.“I’m still working on the file format but there are migrations for each new version, so data should never be lost when using newer versions of the app in the futur
Hacker News17h agoToolAI
Hey HN, Toby from Nari Labs here.We've been working on making OSS speech models super-fast. Last year, we built Dia, the first OSS text-to-speech model capable of doing natural dialogue. Since then, so many more great speech models have been released to the public.But the market is still dominated by closed source models. We think that's an inference problem. Existing systems such as vLLM / SGLang are not well suited for multimodal inference. To prove this, we built an inference engine specialized for Qwen3-TTS and open-sourced it (https://github.com/nari-labs/nari-qwen3-tts). Running at sub-50 ms latency at 10 RPS, this showed open models can be run much faster and cheaper.Since then, we've been working hard to bring cheap, fast, and high quality serving to all. And we've even beat closed models at their game!Measured on the highly cited Coval (YC S24) voice AI benchmarks, our Qwen3-TTS endpoint not just is #2 in latency, but #1 in accuracy (WER) compared to 11Labs, Cartesia etc. while being the cheapest endpoint. Our Qwen3-ASR endpoint has the lowest latency and #2 accuracy, just 0.1% away from #1. It is the second cheapest model on the list.It took a lot of clever inference engineering to make these models quick, perform well while keeping costs low. Interestingly, Alibaba's official endpoints seem to perform worse in terms of accuracy and latency compared to ours. But nonetheless, much love to the Qwen team for OSS-ing these amazing speech models.We want to continue to push prices down to make speech technology a commodity - so that every app can have great TTS and STT without worrying about unit costs. We're also working on other parts of audio such as diarization - as well as video and world model inference. More to come!
Hacker News1d agoToolAI
Hey everyone, a few months ago, after recovering from a Clade-generated bug, I was thinking to myself “wouldn’t it be nice if prod DB writes were easy to roll back”. I’ve put something together: it’s a two-container deploy plus a CLI tool. It’s far from being production ready, so please be gentle. All feedback welcome!The nitty gritty: https://eterdb.com/techGitHub: https://github.com/eterdb/eterdb
Hacker News5d agoToolAI
I kept hearing "just buy a Mac and run models locally, it pays for itself" and wanted to check. Sunk Cost takes a machine, a model and how many tokens you use a day, and works out how long the hardware takes to pay back against renting the same model by the token.Obviously there are other reasons to buy your own hardware aside from just saving money on llms but this is just looking at it from a raw cost saving perspective.If you have any ideas on how I can make this more helpful lmk!
Hacker News1d agoToolAI
Need for deterministic, fast, minimal-scope syncing in a multiplayer visual workspace for AI automations that is agent-agnostic (no control over agent read/write tools) while supporting HTML as first-class and handling concurrent agents on the same pages.
X2d agoToolAI
The origin of this project was me, as a casual farmers' market attendee, grossly misremembering the start date of early girl tomatoes. Ironically, I still haven't achieved that goal, because I couldn't find a suitable source with varietal level granularity online. I'm half dreading a "Why didn't you check X?" comment and discover there's some perfect local varietal data source, but that would really be the best case scenario.The poster is customizable per crop, and the pictures reposition heuristically. There's only two regions, SF and NY, with very different source data for each. See https://vertumnus.fyi/about/sources for methodology.A static poster is not the greatest form factor for a schedule with annual variation, and this whole project was a non serious side exercise. See https://vertumnus.fyi/about for more.The project was coded in a single 731 prompt Claude Opus 5 session over 22 days within a 46 day period, from July 20th to September 2nd, 2026. I've published the entire transcript, searchable and organized by chapter, at https://vertumnus.fyi/about/transcript. A write up, with the stuff that Claude was good at and its repeated code quality shortcomings, is at https://vertumnus.fyi/about/ai.
Hacker News8d agoToolAI
Users of other AI tools want the ability to directly scan and read their Twitter/X feed like the Grok mobile app does, but no plugins or integrations exist for competitors.
X4d agoToolAI
I got frustrated with the slowness of rsync and made an alternative that works faster by using multiple parallel connections, direct encrypted TCP when available, and other optimizations. I also added cool features like the ability to maintain a persistent ssh connection to the server for fast one-offs, the ability to download to your laptop while working in an ssh shell on a server, and the ability to do direct remote-remote transfers without forwarding your ssh agent (by using restricted ssh keys on the receiver that will only execute a specific request signed with the key on your laptop). It is also designed to be more robustly/flexibly scriptable than alternatives.
Hacker News5d agoToolAI
Hacker News9d agoToolAI
Hacker News6d agoToolAI
Hi HN, I am Dimitris. This is a company OS that I built and use to run my business and anyone can install it and self host it for free. Think of it as Claude Code, Cowork and the cloud sessions in one self hosted application.It is a Multi-tenant application by design where many people can collaborate on the company agents with 4 different modes of collaboration, and it runs with your Anthropic or OpenAi subscription or even with local models.Every agent can run on Claude Code or Codex CLI running as a persistent process on your server in a kernel sandbox (bubblewrap) with network isolation always on (pasta), with its own workspace, memory, schedules and tools. The same agents can also be configured to run identical on any remote computer through one outbound WebSocket (no inbound ports, no VPN needed).The agent already have lots of built in features, as an example they can answer and place phone calls through Twilio or your own Asterisk, they can edit videos and excel, word, ppt files and preview them directly inside the chat with collabora and many more.Trying it is one install script and a docker compose, no signup. The license is Fair Source, all the code is public and self hosting is free up to 5 users. 1.6.0 went out today.AI Disclaimer: large parts of OtoDock are written using OtoDock itself, running Claude Code.I would love people to read the code, take a look in the sandbox model, and tell me what would stop you from running this on your own hardware.GitHub: https://github.com/OtoDock/oto-dock Website: https://otodock.io
Hacker News6d agoToolAI
Hey HN! Ilya and Nikita here. We’re building HomeCat, a tool that lets you design a backyard office space - https://myhomecat.comWe started out by helping people design sheds, and quickly realized that many people actually want to build a backyard office. There wasn't really an easy way to do this, so we thought we'd take on the challenge.Right now, you can design a backyard shed and our tool will make it code compliant. It's maybe 90% of the way there, since you also have zoning/HOA and other edge cases. But it does figure out most of the details for you. Right now, it's pretty simple: enter your address, what you want to build (i.e. 8x8 backyard office), and it'll create a few concepts for you. If you like one, you can customize it with the chat.Here's an example of a design that's compliant in SF: https://myhomecat.com/scene/classic-cottage-137134efWe would love for you to try our tool if you are planning your backyard office. As a bonus to the HN community, we can professionally design one for you for free if you comment what you're looking for.Happy labor day!
Hacker News8d agoToolAI
X/Twitter creators face significant friction and lack of targeted tools to grow their accounts and hit monetization requirements faster, leading to frustration and slow progress.
X9d agoToolAI
Developers and users building AI agents must integrate with dozens of separate services for tools, creating friction; there's demand for a unified, open, discoverable protocol where merchants can host tools easily.
X9d agoToolAI
I built VODForge because I work with a CTV company that needed to pull YouTube videos from our channel partners into our media workflow.Converter sites are always an option but the bitrate wasn't optimal for a CTV network that needs to make multiple streaming version off of a single source file. So I build vodforge to use yt-dlp and ffmpeg under the hood with preconfigured settings for the highest quality end result, automatically adjusting the output settings based on source quality, frame rate, and things like that.It became a game changer internally for us because we were able to avoid sketchy converter sites and avoid paid converter software. Eventually I decided to release it for free and others loved it as well. We started to add support for many of the features that other software charges for, supporting 4K, playlist support, customizing application theme, persistent searchable library, auto organizing downloads by channel and playlist, MP3 support up to 320 kbps, and much more.Looking for feedback on the user experience and additional features that you might find useful. My goal is to grow VODForge into a widely adopted free tool for people who do not want to deal with sketchy websites, CLI mess, or pay for things that you could ultimately do for free given time and effort. VODForge wants to make it EASY and maintained for you. We know anyone can make a GUI wrapper, but that is a trivial way to describe what VODForge aims to offer, user-friendliness, "it just works", libraries and packages maintained for you. All you should think about is what to download next.VODForge awaits...
Hacker News9d agoToolAI
Why can't we get an agent scheduler that supports all of the following:- git compatible- agent agnostic- 100% open source- os and system-agnostic- multi-runner support- support mcp/ui/http- unlimited routines/cronsSo I built one, moadim.io is a local Rust daemon you install in the target machine, give it a name and manage its routines via a Git repository, wants a new routine that send you a daily message from this machine? Create a pr and merge, have another routine that run every hour to pull the latest changes to the ~/.config/moadim folder.With more than 1,000 users, I define this project as almost "done" and ready for production. Me and thousand more people are use it in a daily manner.It currently supports Claude, Codex, Hermes, and Pi, and you are welcome to add your agent of choice as well because it's 100% configurable.You are welcome to have a look at the source code of the daemon in "http://github.com/moadim-io/daemon"Feel free to provide me with suggestions for more features around this topic. I don't want to branch out to new off road topics likt webhooks, this is a "done" software in the realm of agents schedulers that focus on cron-like work.Also feel free to start the github repository and open issues and PRs for your suggestions.
Hacker News11d agoToolAI
I made OwnTime to balance between competing priorities in my life. The idea is based on two main influences: the concept of "roles" from "The 5 Choices" (2015), and my repeated failure to effectively implement time blocking due to the necessary flexibility in my role.The app allows you to define time budgets, which are not much more than a few mutually exclusive countdown timers. The UX is essentially that of a chess clock for an arbitrary number of players with configurable time.The whole point of the app is to kick you out of the running role/priority when its time is up. One feature that was essential for me was AlarmKit alarms, which only became possible last year (>= iOS 26.1). Another was watchOS support, as a natural surface for time-related matters.The current version is strictly focussed. The timers track time allocation during one day. All timers are reset at midnight. I didn't build any statistics - you can export the raw internal SQLite store and make any evaluation or dashboard you want from there.I don't plan to extend the app nor to convert it into a service. All data stays local on your devices (synced between phone and watch locally) and fully open to you. No need for an account or subscription. Thus, I ask for a small one-time fee of $1.99.The website has a short video and rendered preview: https://owntime.appIf you want to go straight to the App Store: https://apps.apple.com/app/id6770125662I look forward to your comments and feedback.
Hacker News14d agoToolAI
Infinite Google ReCAPCHA loop trying to access archive.is using current Firefox from Linux. Just started today. Firefox is in "strict" mode. Disabled Privacy Badger for that site, and it didn't help. Tried private browsing, and it didn't help.Is this part of Google's war against ad-blocking and non-Chrome browsers?
Hacker News12d agoToolAI