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.
In this video, I break down four dimensions that separate codebases where agents produce consistent, high-quality output from ones where they drift. These are the patterns I see repeatedly when working with engineering teams adopting AI tools like Claude Code and Codex.
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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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