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You Need AI That Reduces Maintenance Costs

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🚀 Read this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: I’ll get straight to the point: your AI coding agent, the one you use to write code, needs to reduce your maintenance costs. Not by a little bit, either. You write code twice as quick now? Better hope you’ve halved your maintenance costs. Three times as productive? One third the maintenance costs. Otherwise, you’re screwed. You’re trading a temporary speed boost for permanent indenture. Oh, you want to know why? Sure. Let’s go for a drive. On a dark desert highway... Productivity is Determined by…

7 lines of code, 3 minutes: Implement a programming language

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🚀 Read this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: A small (yet Turing-equivalent) language The easiest programming language to implement is a minimalist, higher-order functional programming language known as the lambda calculus. The lambda calculus actually lives at the core of all the major functional languages--Haskell, Scheme and ML--but it also lives inside JavaScript, Python and Ruby. It's even hiding inside Java, if you know where to find it. A brief history Alonzo Church developed the lambda calculus in 1929. Back then, it wasn't called a programming language because there were no computers; there…

adamjgmiller/adamsreview: Multi-lens code review pipeline for Claude Code: deep review (Claude or Codex), auto-fix loop, interactive walkthrough, external-finding injection. · GitHub

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🚀 Discover this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Multi-stage code review for Claude Code — parallel sub-agent detection, validation passes, persistent JSON state, and an automated fix loop that re-reviews and reverts regressions before committing. On my own PRs, it's been catching dramatically more real bugs than Claude Code's built-in /review, /ultrareview, CodeRabbit, Greptile, and Codex's built-in review — while producing fewer false positives. (Anecdotal, n=me.) Modeled after the built-in /review and extended into a six-command pipeline. Runs against your regular Claude Code subscription (Max plan recommended) — unlike /ultrareview, which charges against…

The Greatest Shot in Television: Science Historian James Burke Had One Chance to Nail This Scene … and Nailed It

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🚀 Check out this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: The 80-second clip above captures a rocket launch, something of which we’ve all seen footage at one time or another. What makes its viewers call it “the greatest shot in television” still today, 45 years after it first aired, may take more than one viewing to notice. In it, science historian James Burke speaks about how “certain gases ignite, and that the thermos flask permits you to store vast quantities of those gases safely, in their frozen liquid form, until you want to ignite…

Im going back to writing code by hand

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💥 Read this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: 09 May, 2026 Here is k10s: https://github.com/shvbsle/k10s/tree/archive/go-v0.4.0 234 commits. ~30 weekends. Built entirely on vibe-coded sessions with Claude, whenever my tokens lasted long enough to ship something. I'm archiving my TUI tool and rewriting it from scratch. k10s started as a GPU-aware Kubernetes dashboard (and my first foray into building something serious with AI). Think k9s but built for the people running NVIDIA clusters, people who actually care about GPU utilization, DCGM metrics, and which nodes are sitting idle burning $32/hr. I built it in…

Make America AI Ready: Strengths, Weaknesses, and Recommendations

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🚀 Discover this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Analysis by: Jane Castleman, Sam Hafferty, Steven Kelts, Arvind Narayanan, Francesco Salvi, Hilke SchellmannEdited by: Sam Hafferty, Steven Kelts, Arvind Narayanan, Hilke Schellmann The Trump administration has made artificial intelligence a centerpiece of its economic agenda, promising to retrain a workforce it says must be ready to compete in an AI-driven future. One early piece of that effort: a free text-message course from the Department of Labor (DOL) and private partner Arist called, “Make America AI-Ready”, is a useful start on the journey to AI…

PlayStation Emulator Devs Beg People To Stop Spamming AI Code

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💥 Discover this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: The team behind RPCS3, the open-source PlayStation 3 emulator, took to X today to very kindly and civilly request that users “stop submitting AI slop code pull requests” to its GitHub page. Then they immediately proceeded to tell the AI-brain-rotted tech bros attempting to justify their vibe-coding nonsense to kick rocks in the replies, which is somewhat less civil but far more entertaining to read. RPCS3 has been around since 2011, and it’s remained the go-to PS3 emulator of choice for the majority of users…

Running local models on an M4 with 24GB memory

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🚀 Explore this trending post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: I’ve been experimenting with running local models on and off for a bit and I’ve finally found a setup that seems to work reasonably. It’s nothing like the output of a SOTA model, but the excitement of being able to have a local model do basic tasks, research, and planning, more than makes up for it! No internet connection required! Not to mention that it’s a way of reducing your dependence on big US tech, even if just a tiny bit. I gotta say though,…

Maryland citizens slapped with $2 billion power grid upgrade bill for out-of-state AI data centers — state complains to federal energy regulators, says additional cost breaks ‘ratepayer protection pledge’ promises

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🔥 Discover this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: The Maryland Office of People’s Counsel (OPC), a state agency that represents its utility consumers, filed a complaint before the Federal Energy Regulatory Commission (FERC) regarding PJM Interconnection, LLC’s plans to charge it $2 billion of the $22 billion it spent to upgrade its grid to accommodate increasing demand from data centers. According to the OPC’s press release, this $2 billion bill will cost the state’s consumers an extra $1.6 billion in the next ten years alone — that means an extra $823 million for…

Ask HN: What are you working on? (May 2026)

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✨ Check out this trending post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Been working on an open source, free, Heroku alternative at https://canine.sh for about two years.I feel like even after all these years we’re still missing the devex that Heroku provided.It’s been super fun to experiment & integrate MCP into it.We just passed 2000 developers last month actively deploying with canine.I'm working on https://engine.buildIt's a durable orchestration system for AI code generation which solves the problem of not being able to trust LLMs to complete long running (and high quality) implementations without having to babysit…