Foreword The previous series of articles was meant to quickly walk through the flow, giving everyone a conceptual understanding of REVM. Making source code reading less intimidating. Many details and Continue reading REVM Source Code – Frame Part 1
Introduction If you’ve spent any time in software development, cloud engineering, or microservices architecture, the name Docker needs no introduction. But for those newer to the ecosystem, here’s the short Continue reading Run Open Source AI Models with Docker Model Runner
Claude Code debugging: how to make AI find bugs you’ve been chasing for hours You’ve been staring at the same bug for 3 hours. Stack traces that go nowhere. Console Continue reading Claude Code debugging: how to make AI find bugs you’ve been chasing for hours
Every agent framework has the same problem with memory: it doesn’t forget. Context windows reset between sessions. RAG and vector DBs store everything with equal weight and grow until they’re Continue reading AI memory is broken. We built one that forgets.
Model Context Protocol (or MCP) makes it easier for AI agents to access your existing backend capabilities. It allows AI agents to have access to your system’s call services and Continue reading How to secure MCP tools on AWS for AI agents with authentication, authorization, and least privilege
“AI won’t replace you. But someone using AI might.” This quote hits especially hard if you’re a manual QA. With AI tools writing test cases, automating scripts, and even catching Continue reading Survive and Thrive: The Manual QA Roadmap for the AI Era
Claude keeps getting confused by Post For Me. Every time I ask it to schedule something, it forgets the flow. Mixes up steps. Makes the same mistakes on repeat. The Continue reading I Automated My Content Pipeline with Claude Code. Here’s Everything.
Every time someone asked what I’ve built, I’d start with GitHub. They’d see a wall of repos with no context. Half abandoned. None of them making sense to someone who Continue reading I got tired of explaining myself with 5 different links, so I built this
Lately i have been writing a lot of backend code and kept getting confuse when to use spread operator and when to use rest While searching the solution i realized Continue reading Spread vs Rest Operators in JavaScript
Welcome back to the AutoLearn development blog. Following our deep-dive into the “Seed Phase” research where we mapped the vulnerabilities of the gig economy, we have officially transitioned into Phase Continue reading Scaling the Safety Net: Our Journey into Phase 2 of Guidewire DevTrails 2026
A few months ago, I got tired of clicking through Subway’s website to figure out what I was actually eating. Their PDFs are fine if you want to look up Continue reading I Built a Subway Nutrition Calculator
Here’s a pattern you’ve probably seen: const results = items.map(async (item) => { return await fetchItem(item); }); Looks fine, right? Your AI assistant wrote it. Tests pass. Code review approves Continue reading I Analyzed 500 AI Coding Mistakes and Built an ESLint Plugin to Catch Them
Originally published at heyuan110.com In February 2026, ByteDance released Seedance 2.0. Within weeks, it hit #1 on the Artificial Analysis text-to-video leaderboard — beating Google Veo 3, OpenAI Sora 2, Continue reading Seedance 2.0 Deep Dive: ByteDance AI Video That Tops Sora and Veo
Originally published at heyuan110.com On March 19, Cursor shipped Composer 2 with a triumphant blog post. Three days later, a developer found kimi-k2p5-rl-0317-s515-fast in the API config. That single string Continue reading Cursor Composer 2: The Kimi K2.5 Controversy and What It Means
Originally published at heyuan110.com Claude Code has three distinct extension mechanisms: MCP (Model Context Protocol), Skills, and Hooks. They look related on the surface, but they operate at fundamentally different Continue reading MCP vs Skills vs Hooks in Claude Code: Which Extension Do You Need?
