Single-page Claude writes beautifully. At 5 pages it drifts. Here's the harness I built.
TL;DR I gave Claude / Codex a Figma file + a PRD and asked for 5-10 React pages of a working app. Single-page output is great. Multi-page output drift…
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How to Actually Set Up Claude Projects That Most Users Don't Know
Most people treat Claude Projects like a folder with a label on it. They create a project. They give it a name. Maybe they write a sentence or two in …
Beyond Account Switchers: Wrapping CLI Agents into a Fully Autonomous Factory
Here is the detailed, deep-dive article tailored for DEV.to, written in a natural, highly technical style, completely free of icons, and designed to r…
Stop Dumping Your Entire Repository Into AI
One of the strangest workflows in modern software development looks like this: Ask ChatGPT a question. Realize it doesn't have enough context. Copy a …
Building Production Multi-Agent Systems with Claude
Building Production Multi-Agent Systems with Claude Meta: Learn how to architect production-grade multi-agent systems using Claude API. Covers orchest…
Fable 5 or Feeble 5? Claude's New Safety Filters are Funny
Do you know Pulled Pork recipes and snakes games are being blocked by Claude Fable’s safety features? We will discuss this later in the article. Claud…
When to Move Beyond LiteLLM (And When Not To)
LiteLLM is one of the most useful tools in the modern AI stack, and I want to say that clearly before anything else. If you're building an AI applicat…
What I learned building a Claude Code plugin for MV3 Chrome extensions
Claude Code writes extension code fine. That was never the problem. Ask it for a content script that highlights matched text, or a background service …
I stopped trusting Claude's code reviews, so I built a skill that puts my code on trial
Every time I asked Claude to review my branch, I got one of two answers: a cheerful "Looks good! 👍" or a vague list where I couldn't tell a real bug f…
The claude -p playbook for June 15 — rebuilding your AI workflows inside interactive sessions
On June 15, Claude's claude -p (headless mode) and the Agent SDK stop drawing from your subscription and move to a separate metered credit. If you've …
HTML/CSS Animation to Video (MP4): the Headless, Deterministic Way (incl. Claude)
So you asked Claude to animate something. Maybe a logo, a loading screen, a data viz. It spat out a neat HTML file with CSS keyframes, everything look…
Stop explaining yourself to Claude
You're wasting tokens. Not a little -a lot. Here's a prompt I see constantly: "I have a React app and I'm using the useState hook. My component re-ren…
AgentForge – 28 production grade skills that make AI agents ship reliable code
AgentForge is a control system for AI coding agents. Instead of hoping your agent "writes good code," you give it structured engineering workflows — t…
How I Ship 10x Faster with Claude Code: The 5-Layer Workflow System
After 8 months of daily Claude Code use, I've distilled my workflow into a 5-layer system. Each layer builds on the previous one. Skip one, and the wh…
Why everyone is talking about loop-engineering and how is it changing agentic ai workflows? Claude Code and Web Scraping examples
A couple of weeks ago I published a walkthrough of my agentic coding setup , the plan-first discipline, the four-agent team, the model routing, the CL…
How I Fixed the Infinite Feedback Loop When Auditing Project Plans with Claude
I always enjoy AI programming. My usual workflow is to create a plan, have it audited, and then proceed with the implementation. However, I felt that …
Use Claude long enough and you'll end up with Karpathy's LLM Wiki without doing much.
If you work with Claude day after day, it builds up a memory of your work - and it turns out to be nothing fancy: a pile of plain markdown files. One …
Two agent skills hit GitHub trending the same week. Skills are becoming the new packages, and the dependency graph nobody is managing will bite by Q4.
The signal hidden in this week's GitHub trending Two agent-shaped repositories cracked the daily GitHub trending board this week. The first is mvanhor…
Hire a Code Watchdog: Building a Claude Code Auto-Review Bot as a Quality Gate for Solo Projects (with Real Ops Logs)
When you ship alone, nobody catches your 2 AM mistakes. This article gives you a working Claude-powered review bot that runs on every pull request via…
AI Slop Is Becoming a Software Engineering Problem
AI coding tools have changed how software gets written. Developers are now using Cursor, Claude Code, Codex, Copilot, Windsurf, Cline, Lovable, Bolt a…
Why MCP servers and Claude Code skills die quiet deaths
The MCP ecosystem is moving fast. New servers ship every week, get posted once to Discord or X, collect a handful of stars, then disappear from everyo…
What Anthropic Actually Said About AI Building Itself
In June 2026, Anthropic released a report called "When AI builds itself." The headlines made it sound like AI was on the verge of superintelligence in…
Anthropic told you how they use Claude Code skills. The buried line: your skills/ directory is now a hiring signal.
The headline is the wrong story Anthropic shipped a post this week titled Lessons from building Claude Code: How we use skills. You probably read it i…
Your CLAUDE.md is too long. The 200-line ceiling that actually works.
Most CLAUDE.md files we see are too long. Five thousand lines, six thousand. Every team rule, every legacy comment, every "I once tried this and it di…
Your Company Banned Claude Code the Week Workflows Shipped. The Gap Is Now 1,000 Agents Wide.
Your company banned Claude Code the week Anthropic shipped Workflows. The timing is worth documenting. While Microsoft's Experiences and Devices divis…
The Death of the God Model: Why True AGI Requires a Split Brain Architecture
TL;DR: The AI industry's pursuit of a single, omnipotent "God Model" is a dead end. Due to the mathematical paradoxes of RLHF and alignment, models ar…
Claude Opus 4.8 shipped today. Here is what the launch post does not say about why your agents will feel different tomorrow.
Claude Opus 4.8 shipped today. The benchmarks are a distraction — here is what actually changes about how your agents run tomorrow. Anthropic announce…
How to write a Claude Code skill (and the gotchas the docs skip)
I put off Claude Code skills for six months because the docs made them sound like a framework. Then I opened one and it was a markdown file. One file,…
Debloating The AI-Grown Codebase
The use of AI Agents creates a distinctive smell... One can tell the GH Repo owner was high on Claude just by looking at verbose and hard to follow RE…
Prompting Is Not Enough: Code-Enforced Research Workflows for AI Agents
Most AI workflow failures do not happen because the prompt is too short. They happen because the prompt is the only thing holding the process together…