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AI reviews have a memory problem. They can catch a bug, flag a weak plan, or point out a vague call to action. But in the next run, the system often starts from zero again. The same issue gets redisc
Google released Gemma 4 on April 2nd — four models, Apache 2.0 licensed, running locally on your phone, your Raspberry Pi, your laptop. The 26B MoE model hits 88.3% on AIME 2026 with only 3.8B active
You open a seemingly simple file in your codebase: // src/api/user-profile.ts (52 lines) import { validateUser } from './validators'; import { formatResponse } from './formatters'; import { logRequ
Recently, I began learning Docker from scratch. I found that most tutorials only explain how to set up everything in a single container since it’s simpler, but they rarely teach you how to set up a st
You have built your game. It runs well, the QA pass is clean, and you are ready to ship. Then you submit to the App Store and get rejected for a missing privacy manifest. Or your PlayStation build fai
Here I am comparing speed of several LLMs running on GPU with 16GB of VRAM, and choosing the best one for self-hosting. I have run these LLMs on llama.cpp with 19K, 32K, and 64K tokens context window
Running one AI coding agent on a task works great. You give it a focused problem, it writes code, you review it. Simple. Now try running three in parallel on the same repo. What Goes Wrong
The Silent Deal-Breaker Nobody Was Talking About. Every Android developer using AI assistance had a hidden problem sitting quietly in their workflow — the cloud dependency. Token quotas. API keys. Cod
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 a
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 So
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 singl
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 funda
Originally published at heyuan110.com Your single OpenClaw agent worked great for two weeks. Then it started hallucinating project context into unrelated conversations, confusing coding tasks with wr
The strangest thing about Esquire Singapore’s Mackenyu piece is not the sentence, “The following interview was produced with Claude, Copilot, and edited by humans.” It’s the calm, workmanlike tone of
Originally published at heyuan110.com This is Part 2 of the Harness Engineering series. Most CLAUDE.md files are bad — not because people don't try, but because they optimize for the wrong thing. ET
We are living in the golden age of personal telemetry. Our watches track our heart rates, our phones log our steps, and apps record every calorie. However, most of this data sits in "silos"—disconnect
Recently, a riddle was posted by @francistrdev on 1st April on dev.to that presented a unique challenge: a multi-line poem obscured by Caesar shifts. Riddle me this DEV and MLH Community [April
"You Keep Using That Word" Dispelling Container Misconceptions at the OS Level Before we write a single line of code, we need to kill the buzzword fog. What a Container
You read the onboarding wiki. You join your first few meetings. You nod along, follow the process — and still feel like you’re missing something. Everyone else seems to know how things really work, bu
AgentBond makes agent delegation trust by contract, not trust by accident. The Problem Nobody Is Talking About Every on-call engineer who has handed off an investigation to an AI agen