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If it's here, it's because I used it, tested it, or watched it fail and wanted to write down why.
VideoWatch the video6 min watchYour 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.
codebase-readinessteam-adoptionai-workflow- ArticleRead more11 min read
What Claude Code Does in Your Terminal
Claude Code runs terminal commands and asks you to approve them. This explains what those commands mean and when to pause before saying yes.
claude-codeterminalbeginners - ArticleRead more6 min read
Ruby LSP Now Has Official Claude Code Support
Ruby LSP now has official Claude Code support. Install the plugin to give Claude go to definition, find references, and call hierarchy across your Ruby project.
rubyrailsclaude-code 
ArticleRead more9 min readExtending Claude Code Worktrees for True Database Isolation
Claude Code's native worktree support handles file isolation, but Rails apps need database isolation too. Here's how to extend it with the WorktreeCreate hook.
claude-codegit-worktreesrails
ArticleRead more9 min readHow I Built a Personal AI Assistant with Mastra
A practical guide to building an AI agent with Mastra that researches contacts, schedules follow-ups, integrates with Slack, and uses layered memory.
aiagentsmastra
VideoWatch the video1 min watch3. 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
livestreamrefactoringcode-review
VideoWatch the video12 min watchI 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-mdcontext-managementconfiguration
VideoWatch the video13 min watchHow 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
memory-systemsragsemantic-search
ArticleRead more12 min readHow AI Agents Remember Things
AI agents are stateless by default. Here's how memory systems actually work, covering the storage patterns, lifecycle triggers, and architecture behind agents that remember you.
ai-agentsagent-memorycontext-engineering
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