Hacker News
Why Sony Can't Bring Back Its Classic Walkman Models
Article URL: https://obsoletesony.substack.com/p/why-sony-cant-bring-back-classic-walkman
Comments URL: https://news.ycombinator.com/item?id=49025766
Points: 5
# Comments: 1
Storage Price Trends
Article URL: https://pcpartpicker.com/trends/price/internal-hard-drive/
Comments URL: https://news.ycombinator.com/item?id=49025763
Points: 1
# Comments: 0
Bison Biologist: Yellowstone Bulls Are Extra Ornery Because They're in a Rut
Xbox introduces ad-supported free game streaming for Xbox, available for testers
Article URL: https://news.xbox.com/en-us/2026/07/23/game-streaming-ad-supported-xbox-insiders/
Comments URL: https://news.ycombinator.com/item?id=49025154
Points: 1
# Comments: 0
Google Discloses $94.1B in SpaceX Stock, Marking 6% Stake
Article URL: https://www.wsj.com/tech/google-discloses-94-1-billion-in-spacex-stock-marking-6-stake-91655d7c
Comments URL: https://news.ycombinator.com/item?id=49025131
Points: 2
# Comments: 0
Utilities Join Trump Pledge to Limit AI-Driven Increases in Electricity Bills
Fedora 45 Atomic Desktops Look to Allow for Web-Based Remote Installations
Microsoft 365 outage affects Teams, SharePoint and other services
Article URL: https://www.bleepingcomputer.com/news/microsoft/microsoft-365-outage-affects-teams-sharepoint-and-other-services/
Comments URL: https://news.ycombinator.com/item?id=49025061
Points: 2
# Comments: 0
Firefox 153 contains itself while Thunderbird 153 fixes almost everything
The Founder Market Fit
Article URL: https://www.veradiverdict.com/p/the-founder-market-fit-thesis
Comments URL: https://news.ycombinator.com/item?id=49025039
Points: 2
# Comments: 0
An influx of salt may affect microbial ecosystems
Article URL: https://news.mit.edu/2026/how-influx-salt-may-affect-microbial-ecosystems-0717
Comments URL: https://news.ycombinator.com/item?id=49025031
Points: 1
# Comments: 0
A Programmable Inbox
Article URL: https://twing.dev/
Comments URL: https://news.ycombinator.com/item?id=49025028
Points: 1
# Comments: 0
In-House LLM Serving at Netflix
Article URL: https://netflixtechblog.com/in-house-llm-serving-at-netflix-a5a8e799ea2c
Comments URL: https://news.ycombinator.com/item?id=49025021
Points: 2
# Comments: 0
I Sought Out a Taliban Commander I Had Fought
Article URL: https://www.nytimes.com/2026/07/23/world/asia/taliban-afghanistan-marine.html
Comments URL: https://news.ycombinator.com/item?id=49024999
Points: 2
# Comments: 0
Launching Health in ChatGPT
Article URL: https://openai.com/index/health-in-chatgpt/
Comments URL: https://news.ycombinator.com/item?id=49024993
Points: 2
# Comments: 1
Show HN: A zero-lag, scriptable video filter (RVM,Python,OpenCV,OpenGL,Spout2)
Article URL: https://perfunct.com
Comments URL: https://news.ycombinator.com/item?id=49024985
Points: 1
# Comments: 0
Rethinking Legal Education in the AI Era
Article URL: https://www.law.uchicago.edu/news/ai-strategy-statement
Comments URL: https://news.ycombinator.com/item?id=49024980
Points: 1
# Comments: 0
Show HN: Setoku – Self-hosted knowledge server for AI agents
hey hn,
I wanted to share a side project we’ve been using and iterating at Hedgy for the past couple weeks.
It’s our take on a self-hosted company brain that is powered entirely by our claude subscriptions. It includes a ClickHouse data lake for ingesting data and light knowledge infrastructure for storing knowledge about the data (e.g. this is how we count a user as active, check column X when determining LTV). This is exposed to our AI’s via MCP. No inference happens in setoku itself, it’s just a data tool you give your agent. The MCP encourages the AI to record gotchas and insights as it finds them and there’s a minimal admin interface for auditing and pruning knowledge [0].
I had been pretty impressed with claude code’s data analysis abilities on my local postgres, so I was excited to ship this capability to my non-technical teammates to use from claude.ai and cowork. They thought of way more things to do with it than I did and the additional log data makes agentic debugging faster and more reliable. I honestly hooked up the log drains just to test the system with more data, but now I couldn’t go back to my log-blind claude code.
After slacking a bunch of screenshots with charts we were making, we wanted a better way to save and share them. Since the data is in the lake, we added a little protocol so that LLM’s could take a static chart or dashboard and publish it to the box as an app hooked up to the live data.
I’m running them on OVHCloud VPS’s. The Hedgy instance and demo are both running on a VPS-3 ingesting spending and account data from Mercury, Vercel logs, Render logs, a few slack channels, and Github activity.
I also deployed a family instance which is running well on a $5/mo OVHCloud VPS-1. It ingests our finances from Monarch Money (love this product!) so that Fable can give me grounded financial advice (this is not financial advice!).
Technically setoku ships as a docker image + a set of claude code skills that cover initial server setup and adding connectors.
Anyway I’m rambling, check out the tool and LMK if you have any questions/thoughts or want help setting it up :)
data + memory = knowledge!
Comments URL: https://news.ycombinator.com/item?id=49024975
Points: 1
# Comments: 0
DOT cranks up its campaign to strip bike lane references from federal websites
Article URL: https://text.npr.org/nx-s1-5900901
Comments URL: https://news.ycombinator.com/item?id=49024958
Points: 2
# Comments: 0
Show HN: Historic adobe buildings mapped across America
Article URL: https://adobepueblo.com/
Comments URL: https://news.ycombinator.com/item?id=49024943
Points: 2
# Comments: 0
