Independent notes on the machine age

Nate’s Software Editorial

Links worth reading, page 6

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  1. INFRA & SYSTEMS

    33 Timeless Kubernetes Concepts to Master 🧠 ≫ The Core Foundation: • Pod: The atomic unit. One or more containers sharing network/storage. • Node: The worker machine (VM or physical) running your Pods. • Cluster: The whole system. Nodes + Control Plane working together. • x.com

    via Ayaan 🐧 @twtayaan

  2. AI & AGENTS

    New iOS apps have exploded in the last six months due to AI coding. Number of new apps people have recommended to me: 0. Number of new apps people have mentioned to me that they’re using: 0. Number of new apps that I’ve downloaded: 1. x.com

    via staysaasy @staysaasy

  3. CULTURE & OTHER

    Your Dockerfile is not "simple". It's incomplete. Most devs only use 5 Dockerfile instructions in their whole life. FROM, COPY, RUN, EXPOSE, CMD, and maybe ENV if they’re fancy. That’s why your Ops team and your users hate you silently. Here are some instructions that you don't x.com

    via Akhilesh Mishra @livingdevops

  4. AI & AGENTS

    Spotify's co-CEO revealed that the company's best developers haven't written a single line of code since December, thanks to an internal AI system called "Honk" powered by Claude Code. The company shipped 50+ new features in 2025. Engineers now fix bugs and deploy features x.com

    via Dr Milan Milanović @milan_milanovic

  5. INFRA & SYSTEMS

    As a backend engineer. Please learn: - System Design (scalability, microservices) -APIs (REST, GraphQL, gRPC) -Database Systems (SQL, NoSQL) -Distributed Systems (consistency, replication) -Caching (Redis, Memcached) -Security (OAuth2, JWT, encryption) -DevOps (CI/CD, x.com

    via SumitM @SumitM_X

  6. CULTURE & OTHER

    Google just dropped another banger 🤯 It’s called PaperBanana, a new tool that generates publication-ready academic illustrations directly from your methodology text. 100% Free. x.com

    via Oliver Prompts @oliviscusAI

  7. PROGRAMMING

    thank god programming is solved, I hated writing code... anyway, off to issue statements to a computer in a way it can interpret x.com

    via I Am Devloper @iamdevloper

  8. CULTURE & OTHER

    wild how a fast CI/CD pipeline with good test coverage is basically a competitive advantage now x.com

    via Max Rozen @RozenMD

  9. CULTURE & OTHER

    POV: You entered the wrong tech room. What are they doing? 😂😭 x.com

    via JNS @_devJNS

  10. AI & AGENTS

    There's an insane arbitrage opportunity right now with OpenClaw. You can have it spawn sub-agents to go out and apply to proposals on Upwork with the fully finished, complete project already built out for you. This can happen all at once in parallel if you give OpenClaw the x.com

    via Nick Vasilescu @nickvasiles

  11. CULTURE & OTHER

    Google just killed the document extraction industry. LangExtract: Open-source. Free. Better than $50K enterprise tools. What it does: → Extracts structured data from unstructured text → Maps EVERY entity to its exact source location → Handles 100+ page documents with high x.com

    via Tech with Mak @techNmak

  12. PROGRAMMING

    Dear @paramountplus please let your dev team setup the play in background and Picture in Picture on iOS - I shouldn’t lose the feed if I switch apps, trying to watch UFC developer.apple.com

    via nate @natemcguire

  13. AI & AGENTS

    Can I code? No Can I design? No But I have 15 agents running in the background with 10 different claude code instances on my screen and I have no clue what half of them are doing x.com

    via gaut @0xgaut

  14. AI & AGENTS

    R.I.P. basic prompting. MIT just dropped a technique that makes ChatGPT reason like a team of experts instead of one overconfident intern. It’s called “Recursive Meta-Cognition” and it outperforms standard prompts by 110%. Here’s the prompt (and why this changes everything) 👇 x.com

    via Alex Prompter @alex_prompter

  15. PROGRAMMING

    I call this localhost syndrome it's only when they finally try to ship that they realize it's not secure, the API key is leaking, their Stripe webhook won't work, all the data they thought is real is actually simulated it's more dunning-kruger than psychosis x.com

    via bone @boneGPT

  16. CULTURE & OTHER

    holy shit - Ben built a UI for Ralph loops with droid, hooked into github issues to automatically fix and create PRs for issues ben is "non-technical" btw and figured this out by chatting, forking repos, and copying images from x there's no such thing as non-technical any more x.com

    via Ian Nuttall @iannuttall

  17. AI & AGENTS

    Ralph Loop TUI IS INCREDIBLE! Makes Claude Code 100x More Powerful and Autonomous!: youtube.com

    via WorldofAI @intheworldofai

  18. AI & AGENTS

    "claude can't handle big codebases" WRONG‼️ YOU JUST NEVER GAVE IT A MAP 😤 INTRODUCING THE CARTOGRAPHER 🗺️ This skill deploys parallel Sonnet subagents to analyze your ENTIRE codebase and generate a complete architecture doc! Git Link In Replies 👇 x.com

    via BOOTOSHI 👑 @KingBootoshi

  19. AI & AGENTS

    Here are my CLAUDE​.md additions for making plan mode 10x better Before: unreadably long plans After: concise, useful plans with followup questions aihero.dev

    via Matt Pocock @mattpocockuk

  20. AI & AGENTS

    Utah has become the first state to allow AI to renew medical prescriptions with no doctor involved. The company, Doctronic, also secured a malpractice insurance policy for their AI. Their data also shows that their system matches doctors treatment plans 99.2% of the time. x.com

    via Andrew Curran @AndrewCurran_

  21. AI & AGENTS

    It's still a bit shaky and bleeding-edge, but the "Ralph Wiggum" plugin in Claude Code is the first version of what's to come with autonomous, agentic loops. It's a "we learn from failure"-centric approach. You define your goal condition and let the agent loop over and over x.com

    via Arvid Kahl @arvidkahl

  22. CULTURE & OTHER

    Munrolive's BMW i3 teardown should be required reading for anyone in mechanical engineering. It consists of 23,793 pages, split across 10 PDFs each for one sub-assembly of the car and is a complete teardown all the way down to individual sheet metal parts and rivets. They even x.com

    via Fang @FangSystems

  23. AI & AGENTS

    don’t struggle with good design bro just use these Claude skills x.com

    via Paulius 🏴‍☠️ @0xPaulius

  24. AI & AGENTS

    This is the coolest thing I seen about LLMs in long time. This guy is trying to train a model with only data from 1800s creating an llm that behaves like that society... So damn cool reddit.com

    via Jon Hernandez @JonhernandezIA

  25. CULTURE & OTHER

    Post by naiive x.com

    via naiive @naiivememe

  26. CULTURE & OTHER

    it's a saturday in 2026. you spent the afternoon getting wine-drunk in napa, and now you're tucked into a waymo heading back to sf. the sun is setting over the golden gate bridge. this is what the future was supposed to feel like. life is good. x.com

    via “paula” @paularambles

  27. CULTURE & OTHER

    cloudflare (and X) are down x.com

    via nate @natemcguire

  28. CULTURE & OTHER

    The new bar for software: "can I vibecode this?" We’re heading into a world of personal software — built for one person and their needs — and premium software, designed with such depth that you’re buying a solution, not a tool. Most software today sits in the middle. And the x.com

    via Carl Rivera @carlrivera

  29. CULTURE & OTHER

    Imagine that. When the total supply of places to live increases, the cost per person goes down! We need to be building in our urban cores as much and as fast as possible. Much of the stops from this come from Byzantine permit departments, often with employees on the take x.com

    via nate @natemcguire

  30. STARTUPS & MONEY

    Here's something fascinating happening in the apartment market right now. The cheapest, oldest apartments (Class C) are getting crushed right now. But ONLY in cities that just delivered tons of new apartments. Let me show you the numbers: Denver: Class C rents down 13.9% x.com

    via Barrett Linburg @DallasAptGP

  31. CULTURE & OTHER

    Texas is moving so fast, EIA can't keep up. According to S&P, at the end of Q2, ERCOT had 14,000 megawatts of batteries. According to ERCOT, we're now at 15,712 megawatts. Texas has added more batteries in the last quarter than PJM has added in its entire history. x.com

    via Doug Lewin @douglewinenergy

  32. CULTURE & OTHER

    The evolution of video game consoles x.com

    via Massimo @Rainmaker1973

  33. AI & AGENTS

    The population in these areas will be the primary driver of future housing demand. These megaregions are the central thesis for our Urban Town House workforce housing model. x.com

    via Scott Choppin | RE Development: Workforce Housing @ScottChoppin

  34. CULTURE & OTHER

    I’ve never met anyone with a clean desk capable of original thought x.com

    via Jason Yuan @jasonyuan

  35. CULTURE & OTHER

    Which of these super efficient pens would you get if you could? x.com

    via Ifeoma C. N @__iffff

  36. AI & AGENTS

    Ben Horowitz says a famous Hollywood friend told him half the movie they’re making is AI. It’s collapsing the cost of filmmaking, and when creation gets cheap enough, entirely new mediums could emerge. Source: @bhorowitz at Columbia Business School x.com

    via a16z @a16z

  37. STARTUPS & MONEY

    Andreessen Horowitz Co-founder on a hard truth: "Nobody Cares" x.com

    via Z Fellows @zfellows

  38. STARTUPS & MONEY

    Nvidia just committed $110B in vendor financing—85% of annual revenue. Lucent's playbook in 2000? 20%. Is this the telecom bubble all over again? I analyzed the numbers. Thread 🧵 x.com

    via Tomasz Tunguz @ttunguz

  39. STARTUPS & MONEY

    everyone doing the same launch videos to announce their startup when all you really need is to have natural aura like this. x.com

    via Cree @creebeauvoir

  40. AI & AGENTS

    Austin is a music incubator. The creative collisions between art and AI will birth new breakthroughs. x.com

    via Jason Scharf @Jason_A_Scharf

  41. AI & AGENTS

    ✅ You can now use Kling 2.5 on Photo AI to create videos First video model with very realistic body movements x.com

    via @levelsio @levelsio

  42. CULTURE & OTHER

    Naval Ravikant: “The smart and leveraged are getting richer” “I’ve been saying this for a while, but the leverage in the system is insane,” Naval begins. “Leverage is a force-multiplier for your work. The oldest form of leverage is labor (you have people working with you or for x.com

    via Startup Archive @StartupArchive_

  43. INFRA & SYSTEMS

    legendary infra dev pulling up to the office once every 3 years x.com

    via jordi @jordienr

  44. CULTURE & OTHER

    San Francisco is like a giant adult preschool for well-meaning autists with a childlike whimsy who happen to be building the technocapital Antichrist it’s honestly extremely amusing x.com

    via CHLOÉ HAPPE @bronzeageshawty

  45. CULTURE & OTHER

    Phones from the 2000s used to have personality x.com

    via Nostalgia @NostalgiaFolder

  46. CULTURE & OTHER

    Ancient tech wisdom says a failed live demo is a good omen for a killer product 🧘 x.com

    via Olivia Moore @omooretweets

  47. CULTURE & OTHER

    It's still glasses But Meta's new glasses are probably the first real step towards a non-intrusive AR/XR interface Microsoft Hololens and Google Glass from a decade ago were too chunky and the display too small inside the glasses You can see where this is headed, computing x.com

    via @levelsio @levelsio

  48. CULTURE & OTHER

    Respect to Meta for being first to actually ship this x.com

    via Beff (e/acc) @beffjezos

  49. CULTURE & OTHER

    Robotics companies are getting a lot of attention, and capital. We have industrial robots, warehouse robots, robotic arms and dogs, humanoids, undersea robots and more. Who’s building the parts and components supply chain for robotics in the USA? I am interested. Ping me. x.com

    via Bilal Zuberi // Red Glass Ventures @bznotes

  50. AI & AGENTS

    So many crazy applications that wouldn't work just a few days ago but now do work with Nano Banana Upload any flat lay "get the look" type pic Prompt: "show woman wearing the outfit" It outputs highly accurate pics with a woman wearing the exact outfit It's really a wow x.com

    via @levelsio @levelsio