Free Videos & Walkthroughs
Video walkthroughs, how-to guides, and live coding experiments for AI-augmented software engineering.
Why Agentic AI Isn't Paying Off | The Accountability Gap
Why do 40%+ of agentic AI pilots stall before production? Personal and coding agents work because a human absorbs the risk. In business processes, someone must answer for every irreversible action. Explore the four walls of enterprise agents, compounding error math, and the 3-question decision rule to make AI ROI work.
Will Science Become Wizardry? How AI & Robots Speed Up Discovery
AI screened 32 million materials in 80 hours, but physical validation took six months. Explore why prediction is not proof, how self-driving labs and AI agents close the verification gap, and the 3 signs the speed-up is real.
Redesign the Work Before You Reduce the Team
When individual coding speed jumps 50%, leaders ask why they need this many people. Follow a delivery workflow, see DORA's 2025 findings on AI amplification, and learn three management paths to redesign the work before cutting headcount.
Code Is Cheap. Judgment Is Scarce: Engineering Roles in the AI Era
When AI speeds up code drafting by 10x, the software delivery bottleneck doesn't disappear—it moves to review queues, verification gates, and trust. Watch how modern engineering teams automate routine checks, tier review by risk, and cultivate real engineering judgment.