frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

Show HN: I built an operating file system for my agent (CRUD)

https://www.youtube.com/watch?v=apDrReT-Ry0
1•JamesKachamila•5h ago
> Why I built the “agentic storage”

Most AI agents today are stateless. They spin up, do some orchestration, maybe call a few APIs, then disappear. If you ask them to recall something they created yesterday, they usually can’t because nothing was ever persisted. That’s fine for toy demos, but if you want agents to actually be useful in day-to-day workflows, they need what every real operating system has: storage. Somewhere to write outputs, read inputs, update state, and remove what’s no longer needed. That’s what I mean by agentic storage. It’s a native file system for agents, designed with persistence, context, and automation in mind.

> How it works At its core, agentic storage exposes the four basic file operations: Create, Read, Update, Delete but reimagined for agents: * Create: Whenever an agent generates an artifact, a spreadsheet, report, dataset, chart - it gets written into storage as a file with metadata. This isn’t just raw bytes; we log who/what created it, and in what task context. * Read: Retrieval isn’t path-based. Instead of remembering /projects/2025/job_hunt/nyc_jobs.xlsx, you can say “the job hunting file” and the agent does a contextual lookup. Because the system parses files directly, agents can also “read” inside spreadsheets, images, or PDFs and act on the content. * Update: Agents can persistently modify files. Append rows, highlight values, merge in new content, or schedule recurring updates. All updates are versioned with provenance so you can track what changed and why. * Delete: Straightforward but important. Deletions are scoped to the agent’s storage (not your OS), require confirmation, and leave a trace. This makes experimentation safe.

> Beyond CRUD Because every artifact is tied back to the task that created or modified it, storage evolves into a memory graph. Files aren’t isolated blobs; they’re connected to the prompts, runs, and workflows that produced them. On top of this, there’s a built-in scheduler. You can say, “every Monday for the next 2 months, fetch new job listings and add them to my spreadsheet.” The system remembers, and it executes without requiring external orchestration tools.

> Why this matters Giving agents persistent storage changes the game. Instead of ephemeral runs that vanish after execution, you now have a foundation that compounds over time. It’s the same leap we made in computing decades ago: from temporary scripts that print to stdout, to real programs that write to disk, maintain state, and schedule tasks. Agentic storage is simply that leap for AI agents. It gives them a reliable substrate, a hard drive and an operating system, so they can build, recall, and extend their work like any other piece of software.

Feel free to try it out here -> Sellagen.com <- It’s free to use :)

E-Paper Display Refresh Rate Reaches New Heights

https://spectrum.ieee.org/e-paper-display-modos
1•rbanffy•20s ago•0 comments

Strange Attractors

https://blog.shashanktomar.com/posts/strange-attractors
3•shashanktomar•1m ago•0 comments

Firefox Launches 'Shake to Summarize' on iPhones

https://www.theverge.com/news/774129/firefox-shake-to-summarize-ios-ai-launch
3•twapi•2m ago•0 comments

Using Linters to Direct Agents

https://www.factory.ai/using-linters-to-direct-agents
2•alvsng•4m ago•1 comments

Show HN: ZeroAds – AI removes podcast ads and gives you a clean RSS

https://zeroads.ai
1•fxuniverse•6m ago•1 comments

World First: Physicists Created a Time Crystal We Can Actually See

https://www.sciencealert.com/world-first-physicists-created-a-time-crystal-that-we-can-actually-see
4•bookofjoe•6m ago•0 comments

Apple adds matmul acceleration to A19 Pro GPU

3•aurareturn•7m ago•0 comments

How to (and Not to) Manipulate Transformers: A Logic-First Guide

https://lightcapai.medium.com/unveiling-the-ais-inner-voice-a-transparent-dialogue-with-a-transfo...
5•WASDAai•9m ago•1 comments

Analyzing the memory ordering models of the Apple M1 (2023)

https://www.sciencedirect.com/science/article/pii/S1383762124000390
3•todsacerdoti•10m ago•0 comments

Show HN: Fuzzy Matching in Excel: A Solution for Mac Users

https://www.getflookup.com/blog/fuzzy-matching-mac-excel/
1•ogora•12m ago•0 comments

Apple announces the ultra-slim iPhone Air

https://www.theverge.com/news/771942/apple-iphone-17-air-announcement
9•geox•13m ago•2 comments

Testing the compiler optimizations your code relies on

https://pythonspeed.com/articles/testing-compiler-optimizations/
6•todsacerdoti•13m ago•0 comments

Pokee AI – The Next-Generation Foundation AI Agent

https://pokee.ai/sign-in?redirect_url=https%253A%252F%252Fpokee.ai%252Fworkflow-agent
1•arbayi•14m ago•0 comments

Show HN: Atsphinx-qrcode – Sphinx extension to generate QR code in document

https://github.com/atsphinx/qrcode
2•attakei•14m ago•0 comments

Ascon Lightweight Cryptography

https://ascon.isec.tugraz.at/
2•fanf2•15m ago•0 comments

Visual Studio 2026 Insiders is here

https://devblogs.microsoft.com/visualstudio/visual-studio-2026-insiders-is-here/
4•vyrotek•18m ago•0 comments

Tiny LLM – LLM Serving in a Week

https://skyzh.github.io/tiny-llm/
5•dhruv3006•18m ago•0 comments

One Extremophile Eats Martian Dirt, Survives in Space, and Can Create Oxygen

https://www.universetoday.com/articles/one-extremophile-eats-martian-dirt-survives-in-space-and-c...
1•rbanffy•19m ago•0 comments

Xv6-Riscv 2025 Version

https://pdos.csail.mit.edu/6.1810/2025/
1•notorandit•20m ago•2 comments

I Don't Get It

https://matthew.rayfield.world/articles/i-dont-get-it/
1•nabeards•22m ago•0 comments

Israel Targets Hamas Officials While Discussing Trump's Gaza Ceasefire Proposal

https://qudsnen.co/israel-targets-hamas-officials-while-discussing-trumps-gaza-ceasefire-proposal...
5•proshno•23m ago•0 comments

Protect Arctic from 'dangerous' climate engineering, scientists warn

https://www.bbc.co.uk/news/articles/c5yqw996q1ko
5•FromTheArchives•23m ago•0 comments

A Meta-Code for Nature?

https://twitter.com/qiox178191/status/1965440143504154896
1•bolom•24m ago•1 comments

What happens when private equity buys homes in your neighborhood

https://www.npr.org/sections/planet-money/2025/09/09/g-s1-87699/private-equity-corporate-landlords
10•pseudolus•25m ago•0 comments

Apple Watch Ultra 3

https://www.apple.com/newsroom/2025/09/introducing-apple-watch-ultra-3/
16•surprisetalk•25m ago•7 comments

Apple Watch SE 3

https://www.apple.com/newsroom/2025/09/apple-introduces-apple-watch-se-3/
9•surprisetalk•25m ago•1 comments

U.S. Executive Order Establishing a National Design Studio

https://www.whitehouse.gov/presidential-actions/2025/08/improving-our-nation-through-better-design/
6•nevir•26m ago•3 comments

Drought and ozone pollution team up to reduce soybean yield

https://phys.org/news/2025-08-drought-ozone-pollution-team-soybean.html
1•PaulHoule•27m ago•0 comments

Parquet Content-Defined Chunking

https://huggingface.co/blog/parquet-cdc
2•marklit•27m ago•0 comments

In court filing, Google concedes the open web is in "rapid decline"

https://arstechnica.com/google/2025/09/in-court-filing-google-concedes-the-open-web-is-in-rapid-d...
4•pjmlp•28m ago•0 comments