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3,304 results • Page 43 of 276

Launch HN: Screenpipe (YC S26) – Record how you work and turn that into agents
TechnologyOpen Source

Launch HN: Screenpipe (YC S26) – Record how you work and turn that into agents

Hi Hacker News, I'm Louis. I built Screenpipe ( https:&#x2F;&#x2F;screenpipe.com ), an app that records your screen and audio locally (only!), and gives AI agents a searchable memory of what you've seen, said, and heard. This makes it easier to automate your repetitive tasks, turn them into SOPs (Standard Operating Procedure) and so on. I made a HN-style demo video at https:&#x2F;&#x2F;www.tella.tv&#x2F;video&#x2F;build-your-ai-second-brain-with-s... and there’s a marketing video at https:&#x2F;&#x2F;www.youtube.com&#x2F;watch?v=c1jV6E9pyug . I’ve been obsessed with this for a long time. I’ve been maintaining a “second brain” since 2020, in which I would store journals, handwritten notes, music I listen to, projects I'm working on, conversations I have with people, personal CRM etc. I experimented a lot of RAG in the early days with ParlAI, hundreds of fine-tuned GPT2 models, and GPT3 ( https:&#x2F;&#x2F;forum.obsidian.md&#x2F;t&#x2F;fine-tuning-openai-api-gpt3-on-y... ). Later I built Ava, the first Obsidian AI plugin, which grew to a few thousands of users quickly. It then became Embedbase, an API to make it easier to build AI apps powered by RAG. What I learned from all this is how important it is for the models to have context about what you’re doing on your computer, in order to get them to do what you want. In the early days there was fine tuning but it was too much pain, then there was tool calling so that AI can access software you use but still kinda not autonomous enough. needing micro management. Then MCP came, but it felt too static, and non technical users struggled to build and use MCP. Then we got skills. Most recently we’ve seen Karpathy’s LLM-maintained wiki, Garry's GBrain, etc., where an agent incrementally maintains a persistent collection of Markdown pages. New sources update entity pages, strengthen or contradict existing claims, and improve a synthesis that compounds over time. I like this pattern, but it still begins with someone selecting and importing the sources. There is still no way AI can know what you and your company are doing every day, across apps, not just inside of apps. Of course, not everyone wants this. But I do! I want AI to know what I'm doing and never lose memory ever again, and I want it to use the same software that humans do, without painful context switches. I started building Screenpipe for myself in 2024 - a CLI to record your screen and plug this context into AI. An HN user posted it in 2024 ( https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=41695840 ) and that discussion influenced the product. The most useful criticism concerned recording consent, local security, CPU usage, signal-to-noise, and whether agents could act on top of the data. The naive implementation started from continuously recording video and running OCR over every frame. But that creates duplicate data, consumes substantial resources (it basically turns your computer into a space heater!), and discards structure the operating system already knows. Screenpipe now instead listens for events such as app switches, clicks, typing pauses, scrolling, and idle fallbacks. When something meaningful changes, it pairs a screenshot with the operating system’s accessibility tree at the same timestamp. OCR is used when structured accessibility data is unavailable. We also capture audio continuously, identify speakers and transcribe locally through Parakeet&#x2F;Whisper or using cloud models. Everything is indexed in a local SQLite database, mp4 files, and sometimes md files. An AI friendly API on port 3030 is open for agents, with authentication and a MCP and skills. Once Screenpipe has been up and running for a while, you can use it through our built-in chat, Claude, ChatGPT, Hermes, Openclaw, or any agent, to do things like: - adding context to your current chat, e.g. "gather all context about task X", then requiring less prompts to achieve your goal - retrieve information, e.g. "retrieve the tasks i was working on from 8 am to 4 pm, make a list of what got done and what's left" - create and maintain a personal wiki &#x2F; second brain for your agents: "every 1h organize everything i do in projects, people, tasks, meetings in my Obsidian vault as markdown files and folders" - create automations: whenever i visit someone's profile on linkedin, update my crm - find automation opportunities: look at everything my team has done this week and turn it into a list of automation opportunities Screenpipe data is stored locally, though we also offer an enterprise plan to discover automation opportunities and for that the company decides where the data lives. We built our own AI PII model to redact sensitive information, it runs locally on Apple MLX or Windows DirectML, we also support cloud confidential inference for low end devices, although our local models are meant to use <1% CPU and <400 mb RAM. Users can set apps, windows, and urls to filter, in addition to browser incognito mode. We also support recording schedules and other privacy features. Most of our codebase is written in Rust, MLX, Onnx, we like cidre or direct C call for Apple APIs and windows-rs for Windows API. We also experimentally support Linux. We have a desktop app ( https:&#x2F;&#x2F;screenpipe.com&#x2F;how-to-install ) and a CLI: npx screenpipe record You can run that without creating an account. All the code is source-available at https:&#x2F;&#x2F;github.com&#x2F;screenpipe&#x2F;screenpipe . We took the dreaded step of making our own Screenpipe Commercial License. I know HN strongly prefers OSI open source (MIT&#x2F;Apache&#x2F;etc.) but couldn’t find a sustainable way to keep developing Screenpipe while companies were using it commercially for free. So now personal non-commercial, nonprofit, educational, and research use is free, but commercial use requires a license. Versions released before the license change remain available under MIT. We have a free tier, and other plans, including Enterprise which helps companies find automation opportunities. Would love to hear any feedback, things you've done with screenpipe, or features you'd want

Hacker News·July 23, 2026·5 min read
Google hit with $1 billion in fines as EU braces for Trump battle
TechnologyNews

Google hit with $1 billion in fines as EU braces for Trump battle

Google becomes third tech giant to face huge fines under the Digital Markets Act.

Ars Technica·July 23, 2026·1 min read
Amazon puts Luna cloud-streamed games like Fallout 4 inside Prime Video
GamesNews

Amazon puts Luna cloud-streamed games like Fallout 4 inside Prime Video

The new strategy that Amazon gaming exec Jeff Gattis talked to The Verge about last month is getting clearer now that Prime Video has added a new Games tab on Fire TV devices. With Prime Gaming, Amazon Game Studios, and Luna now combined into one organization, it's aiming at the more casual audience of people [&#8230;]

The Verge·July 23, 2026·1 min read
Samsung&#8217;s latest foldables are having a benchmark controversy, right out of the gate (Updated)
MobileNews

Samsung&#8217;s latest foldables are having a benchmark controversy, right out of the gate (Updated)

These foldables really don't want to be benchmarked — but the fix may already be in.

Android Authority·July 23, 2026·1 min read
Tesla&#8217;s robotaxis are moving in reverse
TechnologyNews

Tesla&#8217;s robotaxis are moving in reverse

The number of paid robotaxi miles traveled fell 36% in the second quarter, despite expanding to new cities, according to Tesla's own figures.

TechCrunch·July 23, 2026·1 min read
Meta launched a new AI optimism ad set to a song about human extinction
AINews

Meta launched a new AI optimism ad set to a song about human extinction

David Bowie's song "Five Years," which Meta used in a supposedly inspiring advertisement, is about humans learning that they have five years left to live before the apocalypse.

TechCrunch·July 23, 2026·1 min read
Teen jailed for exam cheating in Guinea dies after sickle cell complications, father says
WorldCertification

Teen jailed for exam cheating in Guinea dies after sickle cell complications, father says

Mamadou Djouma Bah, 17, was arrested and sentenced to prison for exam fraud earlier this month.

BBC·July 23, 2026·1 min read
Sony's decision to ditch discs was practically inevitable, data shows
TechnologyNews

Sony's decision to ditch discs was practically inevitable, data shows

Circana numbers show US gamers overwhelmingly voting with their wallets.

Ars Technica·July 23, 2026·1 min read
Grocery Affordability Is About Ability To Pay, Not Price
BusinessNews

Grocery Affordability Is About Ability To Pay, Not Price

This article explains why we've been measuring grocery affordability the wrong way: inflation measures prices, but Ability to Pay determines whether families can still afford them.

Forbes·July 23, 2026·1 min read
Every Student Should Graduate With A Career Passport
BusinessNews

Every Student Should Graduate With A Career Passport

We need to give young people a secure, verified career passport when they are first entering adulthood, and let that credential grow with them as they move through life.

Forbes·July 23, 2026·1 min read
Amazon Prime Video is working on an overhaul, but maybe not the kind you want
MobileNews

Amazon Prime Video is working on an overhaul, but maybe not the kind you want

Will AI improve Prime's content recommendations?

Android Authority·July 23, 2026·1 min read
Amazon Fire HD 10 Kids Pro falls to its best price of the year
MobileNews

Amazon Fire HD 10 Kids Pro falls to its best price of the year

Rare deals drops the Fire HD 10 Kids Pro to $134.99. Kids get more freedom, while parents get screen-time and web controls.

Android Authority·July 23, 2026·1 min read
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