claude-code
7 articles
Karpathy Proved It — AI Agents Without a Validation Harness Will Fail Every Time
Karpathy's March of Nines math is brutal: 90% accuracy sounds great until you chain 10 steps and get 35% success. Here's how we built a 32-check Validation Harness to fix it.
Claude Channels + Telegram — Control Claude Code From Your Phone, No SSH Required
Anthropic released Claude Channels — an MCP plugin that connects Telegram to your Claude Code session. Deploy, fix code, transcribe voice messages, view images — all from your phone. No Tailscale, no tmux.
I Built an Entire AI Marketing Team — 11 Agents, 6 Real Clients, 6 Weeks
Agencies charge $5,000-$10,000/month for Website Audit + Copy Analysis + Competitor Research. I built an AI Marketing Team of 11 agents that works with real clients daily — using Claude Code.
Build a Website with AI in 1 Hour — No Coding, No Waiting
Clients used to wait 2-3 weeks for a landing page. Now I deliver a polished, responsive site with real content — ready to deploy — in under an hour.
11 AI Working Simultaneously — Agent Teams That Turn 3-Day Jobs into 2 Hours
Using Claude Code Agent Teams to run 11 AI instances in parallel — Strategy, Content, Media, Data, Design — they communicate, divide work, and we just approve.
Building a Blog with 7 AI Agents Working in Parallel — Behind INK by DopeLab
We used Claude Code Agent Teams to build INK by DopeLab from scratch — 7 AI agents working simultaneously to create an About page, CLI scripts, and a comments system in a single session.
Control AI from Your Phone — A Remote Dev Setup That Actually Works
How to set up Tailscale + Termius + tmux to run Claude Code AI from anywhere using just your iPhone. No laptop required.