I Asked Seven Questions About Our AI Agent. We Failed Five.
What's really happening inside the AI agent stack as agents move into production? The common story is that OpenAI and Anthropic decide whether your agent ships — but the reality is more complicated.In...
20 Touko 20min
Six protocols emerged. Three decide which agents survive.
What's really happening inside the agent protocol stack as Google I/O kicks off? The common story is that every new protocol is a must-have standard — but the reality is more complicated.In this postc...
19 Touko 20min
Marketing for Humans and AI Agents in 2026
What's really happening inside the AI-driven shift in marketing?The common story is that AI makes marketing faster — but the reality is that the entire internet economy is moving from attention to int...
18 Touko 22min
AI Build Buy Hire Wait Decision Matrix for Teams
What's really happening inside AI investment decisions at most companies? The common story is that you need an AI strategy — but the reality is more complicated.In this video, I share the inside scoop...
17 Touko 27min
Claude Recovered $400K in Bitcoin. That's Not Even the Big Story.
What's really happening inside the AI agent ecosystem this week? The common story is that the model launches are the main event — but the reality is more complicated.In this video, I share the inside ...
16 Touko 24min
SaaS Agent Licensing: What Your 2026 Renewal Will Look Like
What's really happening inside SaaS pricing as AI agents take over the work? The common story is that agents will just replace seats — but the reality is more complicated.In this video, I share the in...
15 Touko 16min
The Enterprise AI Deployment Layer: Why Model Access Isn't Enough
What's really happening inside the AI agent implementation war?The common story is that the AI agent battle is between OpenAI and Anthropic on raw model quality — but the reality is that private equit...
14 Touko 25min
RAG for AI Agents: Knowledge Layer Architecture Guide
What's really happening inside the AI agent memory infrastructure war?The common story is that bigger context windows and better vector search will solve it — but the reality is every serious infrastr...
13 Touko 20min
