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Why AI Keeps Making the Same Coding Mistakes—And How Teaching It Pain Gives It Wisdom
Frontier LLMs excel at textbook code but fail in production. Here is how Synthetic Scars and biological pain give autonomous coding agents real wisdom.
How to Get Your First 10 Paying Users: A Step-by-Step Playbo...
Why the first ten matter more than the next ten thousand — and exactly how to find them. .....
Most AI "Reasoning" Traces Are Just the Answer, Written Back...
You've probably watched an AI think through a problem step by step, nod along with the logic, and...
AI Agent vs Agentic AI: The Distinction That Changes Your Ar...
One is a component you build. The other is how you wire many together. Confusing them costs months....
7 Lessons from Building a Non-Custodial Crypto Checkout
The easy version of a crypto checkout generates an address, displays a QR code and waits for a...
AI-Generated Tests Can Make Coding Agents Worse. Here's How...
ExecCritic found that weak generated tests reduced repair success. A runnable Python example shows h...
How to Test an AI Feature When There Is More Than One Correc...
Traditional QA assumes a single right output. AI features break that assumption, and most...
Autoscaling Docker Containers Without Kubernetes: How Gubern...
Discover how Gubernator delivers declarative Horizontal Pod Autoscaling (HPA) for plain Docker Compo...
Cold Storage vs On-Chain Public Verification: Two Different...
Hey dev.to 👋 Cold storage and on-chain public verification both get pitched as "how we keep your.....
My Agents Never Get Tired. I Do: On Satisficing
I approved a prompt on a Tuesday morning and went to make a cup of Irish Afternoon tea. By the time...
The Symmetry of State: Why Flutter Deserves context.value an...
Eliminating the widget builder tax, closure fatigue, and the context.watch trap in Flutter: how 1:1...
Beyond LLMs: How World Models Are Changing Generative Media
If I give my daughter milk or water, I can almost guarantee she will spit it out. She’s 21 months...
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artwist-polyakov/polyakov-claude-skills: Набор скиллов для Claude
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OpenCCU/OpenCCU: :house: Buildroot-based, cloud-free smart-home p...
getsentry/SnapshotPreviews: 📸 Automatic snapshots from Xcode pre...
recurly/recurly-js: Simple subscription billing in the browser
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Rushsheboost/DLSS5-Universal: DLSS5-Universal — one-click DLSS 5...
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pengzhanbo/vuepress-theme-plume: A vuepress theme. Simple, featu...
lukevella/rallly: Rallly is an open-source scheduling and collabo...
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CVEProject/cve-services: This repo contains the source for the CV...
deepcoldy/botmux: Bridge Feishu/Lark to AI coding CLIs — Claude C...
AdguardTeam/KnowledgeBaseDNS: AdGuard DNS knowledge base
stylelint-scss/stylelint-scss: A collection of SCSS specific lint...