Videos
Weekly videos on Claude Code, AI agent architecture, and production AI engineering — from someone who ships this daily.
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The Observability Layer Your AI Agent Is Missing
Logs tell you what happened. Traces tell you why. The three layers of agent observability, and where silent failures actually live.
AI Agent Evals: The 4 Layers Most Teams Skip
Most teams evaluate AI agents by vibes. Here are the four layers of evals you actually need to ship agents with confidence.
I Gave My AI Agent Access to My Second Brain
What happens when you wire an AI agent directly into your Obsidian vault? Here's the setup I use to turn notes into real leverage.
Automate Everything With Claude Code Channels and Webhooks
Claude Code Channels let you connect your coding sessions to Telegram, Discord, webhooks, or any custom UI — here's how they work.
Automate Everything With Claude Code Channels and Webhooks
Claude Code Channels let you connect your coding sessions to Telegram, Discord, webhooks, or any custom UI — here's how they work.
Claude Code Worktrees Just Got Native Support (Here's What Changed)
Native Git WorkTree support just landed in Claude Code — but it doesn't give you database isolation. Here's how to extend it for real Rails projects.
I Audited My Claude Code Config and Found 32% Was Wasted
I ran a new skill called Claudit on my Claude Code configuration and discovered that roughly 32% of my CLAUDE.md was doing nothing. Duplicate instructions,
Claude Code Git Worktree Setup: Run Multiple Agents in Parallel
Git worktrees + Claude Code = parallel AI agent workflows without conflicts.
Claude Code Tutorial: Build Your First Skill in 10 Minutes
Claude Code tutorial: Learn how to build your first Claude Code skill—a reusable workflow that automates test-driven development. One markdown file, and Claude
MCPs vs Skills: The Framework That Ends the Confusion
MCPs and Skills both extend Claude Code—but when do you use each?
Debug Production Errors in 5 Minutes with Claude AI
Today I'm showing you exactly how I debug production errors using Claude Code and the Sentry MCP—in a real Rails application.
Getting Started with Claude Code
Learn how to set up Claude Code and start using it on your existing projects in under 15 minutes. No more vibe coding - get real AI-assisted development that
The Observability Layer Your AI Agent Is Missing
Logs tell you what happened. Traces tell you why. The three layers of agent observability, and where silent failures actually live.
AI Agent Evals: The 4 Layers Most Teams Skip
Most teams evaluate AI agents by vibes. Here are the four layers of evals you actually need to ship agents with confidence.
I Gave My AI Agent Access to My Second Brain
What happens when you wire an AI agent directly into your Obsidian vault? Here's the setup I use to turn notes into real leverage.
Build Your Own AI Agent from Scratch (Mastra + TypeScript)
Learn to build your own AI agent that actually does work for you, not just answers questions.
How AI Agents Search Their Memory
In my last video, I covered how AI agents store memory. But storing it is only half the problem. In this one, we dig into how agents retrieve the right memory
2. Building CreatorSignal: AI Agent Teams Build Features in Parallel (LIVE)
I used Claude Code's new Agent Teams to have multiple AI agents build features for my Rails app in parallel -- live and unedited.
How AI Agents Remember Things
How do AI agents remember things between sessions? Every agent forgets everything when a conversation ends, so how do the best ones seem to know you?
How OpenClaw Works: The Architecture Behind the 'Magic'
OpenClaw agent architecture explained: How autonomous AI agents like ClawdBot create the illusion of sentience using just inputs, queues, and a loop.
Your Codebase Is the Problem, Not the AI Model
When AI agents don't follow your team's conventions, the instinct is to fix the prompt or switch models. The real bottleneck is usually the codebase itself.
3. Building CreatorSignal: From Report to Refinement (LIVE)
This stream picks up where the last one left off. CreatorSignal is an idea validation tool for YouTube creators: you submit a video concept, a research agent
You're Not Behind on AI. You're Just Overcomplicating It.
Get started with AI coding tools today, even if you feel behind. This is the practical guide for experienced developers who are overwhelmed by AI news and
1. Building CreatorSignal: Rails Auth & Deploy from Scratch (LIVE)
I built a Rails app from scratch using only Claude Code as my AI coding partner. Here's the full, unedited session showing my real workflow for AI-augmented
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