Writing System Prompts That Actually Hold Up in Production
Most system prompts work in testing and fall apart in production. Here's how I write prompts that stay reliable across thousands of real runs.
Why Every AI Builder Needs a Personal Site (Not Just LinkedIn)
LinkedIn is rented land. A personal site is owned infrastructure. Here is why every AI builder needs both and which one matters more.
The Newsletter Stack: How I Nurture 0 to Subscriber in 14 Days
The complete email nurture system that turns new subscribers into engaged readers who buy, built on Fluent CRM and automation.
Selling AI to Non-Technical Clients: The Language That Works
How to explain and sell AI solutions to clients who do not have a technical background, using language that closes deals.
When AI Automation Fails: 5 Patterns That Always Break
Five automation patterns that consistently fail in production AI systems, and how to fix or avoid each one.
Semantic Memory vs. Keyword Search: What Agents Actually Need
When to use vector-based semantic search vs. keyword matching in AI agent memory systems, with real performance comparisons.
Ayla OS at 100 Days: Architecture Decisions I'd Make Again
After 100 days running 50 AI agents in production, these are the architecture choices that held up and the ones I would repeat.
Automating Meeting Prep with AI: Never Walk In Cold Again
How I use AI agents to prepare briefings before every meeting so I always know the context, history, and next steps.
The AI Pricing Calculator I Wish I Had Two Years Ago
A practical framework for pricing AI services and info products based on value delivered, not hours spent.
