Skip to content
Sign in
Artwork for Fast Hours
Fast Hours · August 2 · 1 hr 37 min

How to Build AI Workflows That Never Start From Zero

A good AI workflow remembers what worked last time, so you don’t have to rebuild the same process from scratch.Drew Brucker and Rory Flynn attempt to explain how advanced AI workflows actually work, then accidentally expose the mildly concerning machinery behind their own. The useful version of AI goes far beyond isolated prompts. It remembers prior decisions, pulls from real conversations, reuses approved skills, evaluates its own output, and saves the human from rebuilding the same process every Tuesday like a highly caffeinated goldfish.The episode breaks down context files, AI agents, evaluation loops, prompt amplifiers, reusable skills, call transcripts, sales data, and personal knowledge systems. Drew and Rory also examine Seedance 2.5, Midjourney V8.2, emerging AI-assisted 3D workflows, synthetic video detection from NVIDIA, LinkedIn’s AI slop button, and the growing gap between generating faster and building systems that improve with use.---⏱️ Fast Hour00:00 What is next for Fast Hours?05:39 Why criticize AI while using it?08:56 How can AI recover old creative work?10:46 Why did 90s sports design feel better?19:07 What is LinkedIn's AI slop button?22:37 Why did LinkedIn reward lower effort?29:10 How are creators gaming account reach?32:43 Why do large platforms ship so slowly?33:48 What changed in Seedance 2.5?39:57 What is new in Midjourney V8.2?43:48 How does texture improve AI prompting?49:25 Why is Midjourney regaining momentum?50:04 Why is AI entering its 3D moment?58:12 Can people still detect synthetic video?01:01:21 How does NVIDIA detect fake video?01:07:10 Why does speed devalue AI creative work?01:11:13 How do eval loops prevent AI slop?01:13:00 How can calls create original content?01:16:20 Why can't AI automate your opinion?01:21:54 What should AI content systems ingest?01:25:27 How can AI improve sales calls?01:29:41 Why should prompts stop starting at zero?01:31:08 How should AI skills be customized?01:33:29 When should AI workflows be deleted?01:35:12 How do you build an AI skill vault?01:38:23 What is Fast Hours' next milestone?

0:00-1:37:21
Play in

transcript

No transcript — this publisher did not publish one.

show notes

A good AI workflow remembers what worked last time, so you don’t have to rebuild the same process from scratch.Drew Brucker and Rory Flynn attempt to explain how advanced AI workflows actually work, then accidentally expose the mildly concerning machinery behind their own. The useful version of AI goes far beyond isolated prompts. It remembers prior decisions, pulls from real conversations, reuses approved skills, evaluates its own output, and saves the human from rebuilding the same process every Tuesday like a highly caffeinated goldfish.The episode breaks down context files, AI agents, evaluation loops, prompt amplifiers, reusable skills, call transcripts, sales data, and personal knowledge systems. Drew and Rory also examine Seedance 2.5, Midjourney V8.2, emerging AI-assisted 3D workflows, synthetic video detection from NVIDIA, LinkedIn’s AI slop button, and the growing gap between generating faster and building systems that improve with use.---⏱️ Fast Hour00:00 What is next for Fast Hours?05:39 Why criticize AI while using it?08:56 How can AI recover old creative work?10:46 Why did 90s sports design feel better?19:07 What is LinkedIn's AI slop button?22:37 Why did LinkedIn reward lower effort?29:10 How are creators gaming account reach?32:43 Why do large platforms ship so slowly?33:48 What changed in Seedance 2.5?39:57 What is new in Midjourney V8.2?43:48 How does texture improve AI prompting?49:25 Why is Midjourney regaining momentum?50:04 Why is AI entering its 3D moment?58:12 Can people still detect synthetic video?01:01:21 How does NVIDIA detect fake video?01:07:10 Why does speed devalue AI creative work?01:11:13 How do eval loops prevent AI slop?01:13:00 How can calls create original content?01:16:20 Why can't AI automate your opinion?01:21:54 What should AI content systems ingest?01:25:27 How can AI improve sales calls?01:29:41 Why should prompts stop starting at zero?01:31:08 How should AI skills be customized?01:33:29 When should AI workflows be deleted?01:35:12 How do you build an AI skill vault?01:38:23 What is Fast Hours' next milestone?

more episodes

All episodes