https://www.youtube.com/watch?v=1sd26pWhfmg is the presentation itself. The prompts are trivial; the bug (and others) looks real and well-explained - I'm still skeptical but this looks a lot more real/useful than anything a year ago even suggested was possible...

Tokens are insanely cheap at the moment. Through OpenRouter a message to Sonnet costs about $0.001 cents or using Devstral 2512 it's about $0.0001. An extended coding session/feature expansion will cost me about $5 in credits. Split up your codebase so you don't have to feed all of it into the LLM at once and it's a very reasonable.