Video · Tech With Tim ·
Codex has changed a lot over the past few months, and most people open it, type a prompt, and never touch the features that actually make it good.
VideoTech With Tim
Google says about 75% of its new code is AI-generated. Anthropic says more than 90% of its code is written by Claude Code. So why are US software engineering job postings up about 18% compared to this time last year? Because the job itself has changed, and writing code is now a very small part of it.
VideoTech With Tim
Normally, creating an ad campaign means bouncing between chat, image generation tools, video editors, and downloads. But by connecting Runway directly to Claude, I can generate product images, turn them into video clips, and refine the results through a single conversation.
VideoTech With Tim
The context window is the single most important thing in how well your AI agent works. It decides how much you pay, how fast it runs, and how accurate your answers are, and most people have no idea what’s inside it or how to look.
VideoTech With Tim
The tutorial shows how to call Jev from Python to make structured AI decisions instead of generating text. It demonstrates classification, scoring, and multi-question support-ticket routing, useful for inexpensive, high-volume automation with confidence-based human review.