The archive.

AI-enhanced project delivery is great: it gives you a ~1.5× speedup almost for free. But making your team AI-native — and reaching a 3-5× organization-wide speedup — requires real mastery of orchestration on top of a well-designed AI strategy.

AI writes code, makes presentations, and analyzes data — scary for white-collar workers like me. So let's set the existential crisis aside: an optimistic mid-to-short-term AI roadmap where we don't just keep our jobs, but find ourselves doing more fulfilling work.

LLMs don't think; they predict the next token. A walkthrough of the engineering tricks — from prompting and RAG to tool use and Tree of Thoughts — that force a simple autocomplete to behave intelligently.

Let's say your "super-intelligent" agentic chatbot — the one with access to sensitive customer data — is hijacked. You've effectively welcomed a genius-level saboteur behind your own defense lines.