Thinking on AI strategy, execution, and the new operating model. Direct, opinionated, no fluff.
If something is dragging past two weeks, the scope is wrong, the team is thinking in the old world, or they are not using the tools aggressively enough. Here's how to implement the two-week rule.
Start with revenue, not cost. Run the bottleneck audit. Layer AI into intake, decision support, and execution — without replacing your existing systems.
The cost of building software dropped by an order of magnitude. Before you auto-renew that SaaS contract, run the four-question build-vs-buy framework.
Vibe coding can produce working software in an afternoon. But the line between prototype and production is where things get dangerous. Here's the minimum production bar.
When your AI feature can take actions, it needs a security model before launch. Threat modeling, access controls, prompt injection defense, and post-launch monitoring.
AI amplifies the ambitious, the curious, and the autonomous. It exposes everyone else. How to evaluate your team through the 10x lens and build for AI-native leverage.