Focused 30-minute lessons on practical AI topics
Build an AI Chief of Staff in 30 minutes using ChatGPT with connectors
How product teams use n8n to automate workflows and ship faster
Design stateful AI agents without overengineering
Memory patterns, workflow architecture, and debuggable agent design
Three tiers of ML engineering, core skills matrix, and a portfolio-first learning path
AI role archetypes, the 4 signals framework, portfolio strategy, and interview prep
Stand up a self-hosted agent that remembers, schedules, and writes its own skills
The skill that beat prompts — instructions, knowledge, state, and a budget
Why prompts fail in production: five layers that keep agents alive in the wild
Find the smallest set of tokens that maximises the chance of the right answer