18 minutesAWS re:Invent 2025 - Implementing Human-in-the-Loop Controls for Multi-Agent AI Systems (CNS428)
See how approval gates can be implemented as explicit workflow checkpoints rather than informal manual review after something goes wrong.
Tech With Tim. Tim is one of the steadier educators in this space, and this is the most complete "open Cursor, build something, ship it" walkthrough for a non-developer audience — setup, prompting, debugging, basic Git and even a touch of MCPs. Watch it once and you'll know what the article means by "build a small internal tool."
Tool interfaces, pricing and product names may have changed. Focus on the workflow pattern, then verify the current UI and settings before using it in real work.
See the full beginner workflow for building a small Cursor project, including setup, prompting, debugging, basic Git and the limits of AI-assisted coding.
None — no prior coding experience assumed; just install Cursor before you start.
Last reviewed: May 18, 2026
Continue through the same learning path with the next curated companion videos.
18 minutesSee how approval gates can be implemented as explicit workflow checkpoints rather than informal manual review after something goes wrong.
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