My 2026 Tech Stack for Building AI Applications
The actual tools I use to build AI agents and applications—what works, what I dropped, and how it all fits together.
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Blog
Thoughts on AI, automation, PPC, and building with LLMs.
5 Google Ads Metrics That Actually Matter (And 5 That Don't)
Stop drowning in vanity metrics. Here's how to focus on the Google Ads data that actually drives business results—and what to ignore.
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Teaching AI Agents to Clean Their Rooms
Five weeks into building Live_OS, I faced a new challenge: my AI agents are messy. Here's what I learned about organizational design for multi-agent systems.
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Why I'm Betting Everything on AI Agents
The moment AI agents clicked for me, what makes them different from chatbots and automation, and why I believe they're the biggest opportunity of the decade.
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How I Built an AI Agent System to Manage PPC Campaigns
A deep dive into ScaleSearch — the multi-agent AI system I built to manage millions in Google Ads spend. Architecture, lessons learned, and why agents beat automation rules.
ai-agentsppcgoogle-adsautomation
I Built an AI Agent That Runs My Google Ads — Here's What I Learned
Everyone talks about AI replacing marketers. I decided to actually build it. Here's what I learned creating ScaleSearch, a multi-agent system for PPC automation.
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Prefect vs Apache Airflow: Which Orchestrator Wins for LLM Applications?
A practical comparison of Prefect and Apache Airflow for LLM applications, with real examples from PPC automation and search marketing workflows.
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