Daily Reads

A stateful information filter that learns what matters over time.

Semantic matching — stories ranked by relevance to configured topics
Author tracking — surfaces repeat authors whose work has landed before
Continuity detection — flags follow-ups to stories already seen

Wed, Apr 1

Quiet day on the frontier.

Tue, Mar 31

Data Science

Seeing like a spreadsheet0 pts

Engagement Opportunities

Claude Code's source code has been leaked via a map file in their NPM registryActive debate (211 comments). Provide clarity or mental model?
Axios compromised on NPM – Malicious versions drop remote access trojanActive debate (357 comments). Provide clarity or mental model?
Artemis II is not safe to flyActive debate (260 comments). Provide clarity or mental model?
Ollama is now powered by MLX on Apple Silicon in previewActive debate (171 comments). Provide clarity or mental model?
GitHub backs down, kills Copilot pull-request ads after backlashActive debate (197 comments). Provide clarity or mental model?

Mon, Mar 30

Philosophy/Thinking Tools

The Cognitive Dark Forest0 ptsnot so good article that triggered some great comments and thoughts.

Engagement Opportunities

Show HN: Crazierl – An Erlang Operating SystemSomeone built something. 11 comments. Feedback or insights?
Coding Agents Could Make Free Software Matter AgainActive debate (158 comments). Provide clarity or mental model?good article, great discussion
Claude Code runs Git reset –hard origin/main against project repo every 10 minsActive debate (177 comments). Provide clarity or mental model?
Copilot edited an ad into my PRActive debate (143 comments). Provide clarity or mental model?
New Apple Silicon M4 and M5 HiDPI Limitation on 4K External DisplaysActive debate (120 comments). Provide clarity or mental model?

Sun, Mar 29

Quiet day on the frontier.

Sat, Mar 28

Quiet day on the frontier.

Fri, Mar 27

AI/ML/LLMs

Engagement Opportunities

Show HN: Fio: 3D World editor/game engine – inspired by Radiant and HammerSomeone built something. 4 comments. Feedback or insights?
Show HN: I put an AI agent on a $7/month VPS with IRC as its transport layerSomeone built something. 68 comments. Feedback or insights?
Show HN: Turbolite – a SQLite VFS serving sub-250ms cold JOIN queries from S3Someone built something. 37 comments. Feedback or insights?
Apple discontinues the Mac ProActive debate (250 comments). Provide clarity or mental model?
We rewrote JSONata with AI in a day, saved $500k/yearActive debate (130 comments). Provide clarity or mental model?

Thu, Mar 26

Philosophy/Thinking Tools

Shell Tricks That Make Life Easier (and Save Your Sanity)0 pts

Engagement Opportunities

Show HN: A plain-text cognitive architecture for Claude CodeSomeone built something. 33 comments. Feedback or insights?
Show HN: Optio – Orchestrate AI coding agents in K8s to go from ticket to PRSomeone built something. 33 comments. Feedback or insights?
False claims in a widely-cited paperActive debate (122 comments). Provide clarity or mental model?This is awesome and inspiring, i love this kind of work.
Shell Tricks That Make Life Easier (and Save Your Sanity)Active debate (67 comments). Provide clarity or mental model?

Wed, Mar 25

Data Science

AI/ML/LLMs

TurboQuant: Redefining AI efficiency with extreme compression0 pts

Engagement Opportunities

Show HN: I took back Video.js after 16 years and we rewrote it to be 88% smallerSomeone built something. 66 comments. Feedback or insights?
Show HN: Gemini can now natively embed video, so I built sub-second video searchSomeone built something. 87 comments. Feedback or insights?
Show HN: Email.md – Markdown to responsive, email-safe HTMLSomeone built something. 67 comments. Feedback or insights?
Show HN: ProofShot – Give AI coding agents eyes to verify the UI they buildSomeone built something. 89 comments. Feedback or insights?
I wanted to build vertical SaaS for pest control, so I took a technician jobActive debate (118 comments). Provide clarity or mental model?

Tue, Mar 24

AI/ML/LLMs

Engagement Opportunities

Show HN: Cq – Stack Overflow for AI coding agentsSomeone built something. 47 comments. Feedback or insights?
Epoch confirms GPT5.4 Pro solved a frontier math open problemActive debate (295 comments). Provide clarity or mental model?
FCC updates covered list to include foreign-made consumer routersActive debate (205 comments). Provide clarity or mental model?
Claude Code Cheat SheetActive debate (106 comments). Provide clarity or mental model?
How I'm Productive with Claude CodeActive debate (110 comments). Provide clarity or mental model?

Mon, Mar 23

AI/ML/LLMs

Engagement Opportunities

Show HN: Codala, a social network built on scanning barcodesSomeone built something. 23 comments. Feedback or insights?
🎯 S02E12: The endeavours of Inspector MorseEarly (0 comments, 5h old). High visibility. Add framework?

Sat, Mar 21

Quiet day on the frontier.

Thu, Mar 19

Tue, Mar 17

Data Science

A Visual Introduction to Machine Learning (2015)0 pts

AI/ML/LLMs

Engagement Opportunities

Ask HN: How is AI-assisted coding going for you professionally?Direct question. 490 comments. Share your systems thinking?
Show HN: Signet – Autonomous wildfire tracking from satellite and weather dataSomeone built something. 30 comments. Feedback or insights?
Show HN: GDSL – 800 line kernel: Lisp subset in 500, C subset in 1300Someone built something. 16 comments. Feedback or insights?

Sat, Mar 14

Quiet day on the frontier.

Fri, Mar 13

AI/ML/LLMs

Grief and the AI split0 ptsgood article, poetic way to explain the current state of development. Also, great discussion in the comments.

Engagement Opportunities

Show HN: Axe – A 12MB binary that replaces your AI frameworkSomeone built something. 103 comments. Feedback or insights?interesting tool
Show HN: OneCLI – Vault for AI Agents in RustSomeone built something. 41 comments. Feedback or insights?
Show HN: Rudel – Claude Code Session AnalyticsSomeone built something. 72 comments. Feedback or insights?
Shall I implement it? NoActive debate (455 comments). Provide clarity or mental model?
Innocent woman jailed after being misidentified using AI facial recognitionActive debate (300 comments). Provide clarity or mental model?

Thu, Mar 12

AI/ML/LLMs

Engagement Opportunities

Show HN: s@: decentralized social networking over static sitesSomeone built something. 93 comments. Feedback or insights?
Show HN: I built a tool that watches webpages and exposes changes as RSSSomeone built something. 51 comments. Feedback or insights?
Show HN: Klaus – OpenClaw on a VM, batteries includedSomeone built something. 80 comments. Feedback or insights?
Show HN: Open-source browser for AI agentsSomeone built something. 43 comments. Feedback or insights?
Show HN: A context-aware permission guard for Claude CodeSomeone built something. 38 comments. Feedback or insights?

Tue, Mar 10

AI/ML/LLMs

Learnings from paying artists royalties for AI-generated art0 pts

Philosophy/Thinking Tools

An opinionated take on how to do important research that matters0 ptsOne of the best articles I have ever read on ideas, strategy, building great things.

Engagement Opportunities

Show HN: Remotely use my guitar tunerSomeone built something. 40 comments. Feedback or insights?
Show HN: The Mog Programming LanguageSomeone built something. 70 comments. Feedback or insights?
Show HN: DenchClaw – Local CRM on Top of OpenClawSomeone built something. 96 comments. Feedback or insights?
OpenAI is walking away from expanding its Stargate data center with OracleActive debate (190 comments). Provide clarity or mental model?
No, it doesn't cost Anthropic $5k per Claude Code userActive debate (101 comments). Provide clarity or mental model?

Mon, Mar 9

AI/ML/LLMs

We should revisit literate programming in the agent era0 pts

Engagement Opportunities

Ask HN: How to be alone?Direct question. 309 comments. Share your systems thinking?
Show HN: I built a real-time OSINT dashboard pulling 15 live global feedsSomeone built something. 96 comments. Feedback or insights?
Ask HN: What Are You Working On? (March 2026)Direct question. 440 comments. Share your systems thinking?Some interesting projects: https://github.com/adhamsalama/simple-rss-reader cut noise from youtube: https://maxxmod.com ai assistant, interesting profile of the author: https://github.com/skorokithakis/stavrobot/ cool business idea: https://appents.com worth trying ai framework: https://github.com/bead-ai/zeitlich styling, ux, colors: https://www.inclusivecolors.com Book rec: How to Talk So Kids Will Listen and Listen So Kids Will Talk indian person, homeschooling: https://www.jjude.com/books/hs/03/ another interesting agent framework: https://github.com/hebbs-ai/hebbs fun: https://isthisai.lol/modes/ free spreadsheets integration: https://www.ironcalc.com
Show HN: Skir – like Protocol Buffer but betterSomeone built something. 43 comments. Feedback or insights?
The death of social media is the renaissance of RSS (2025)Active debate (53 comments). Provide clarity or mental model?

Sun, Mar 8

Quiet day on the frontier.

Sat, Mar 7

Quiet day on the frontier.

Fri, Mar 6

AI/ML/LLMs

AI and the Ship of Theseus91 pts · 102 comments

Engagement Opportunities

Show HN: PageAgent, A GUI agent that lives inside your web appSomeone built something. 50 comments. Feedback or insights?this is superb, didn't get engaged in the discussion, but very cool app.
Where things stand with the Department of WarActive debate (423 comments). Provide clarity or mental model?
Show HN: Jido 2.0, Elixir Agent FrameworkSomeone built something. 57 comments. Feedback or insights?
Proton Mail Helped FBI Unmask Anonymous 'Stop Cop City' ProtesterActive debate (161 comments). Provide clarity or mental model?
Labor market impacts of AI: A new measure and early evidenceActive debate (236 comments). Provide clarity or mental model?Added a comment

Thu, Mar 5

AI/ML/LLMs

NanoGPT Slowrun: Language Modeling with Limited Data, Infinite Compute161 pts · 29 commentsInteresting tech, but mostly research oriented. Good to know anyway.
The L in "LLM" Stands for Lying76 pts · 27 comments

Parenting/Education

On Being a Dad0 pts · tracked authorbeautifully written

Engagement Opportunities

Show HN: Poppy – a simple app to stay intentional with relationshipsSomeone built something. 19 comments. Feedback or insights?Most of the HN community was posting about how it felt AI generated.
Dario Amodei calls OpenAI’s messaging around military deal ‘straight up lies’Active debate (291 comments). Provide clarity or mental model?Not interested in much of politics and sensational news
Google Workspace CLIActive debate (185 comments). Provide clarity or mental model?
BMW Group to deploy humanoid robots in production in Germany for the first timeActive debate (108 comments). Provide clarity or mental model?
Relicensing with AI-Assisted RewriteActive debate (57 comments). Provide clarity or mental model?