Uploaded August 2026 | Updated September 2026, 3 hours ago
Craig built the Slop Doctor to give websites an editorial second opinion on the writing, visual patterns, and generated images that can make a project feel like “AI slop.” It doesn’t try to prove whether AI made something. It finds recognizable patterns, explains the evidence, and writes a practical prescription for cleaning them up.
In this video, Craig puts the fictional Taco Yell website through an exam, walk through the diagnosis, and show how he composed several durable agents with Flue. The commercial at the beginning was also made with AI using ByteDance Seedance 2.5 through Cloudflare’s AI Gateway.
Try it and tell us your educational slop score in the comments. And if you build something with Flue, we’d love to see it.
RESOURCES
Slop Doctor: https://slop-doctor.craigsdemos.workers.dev/
Slop Doctor About page: https://slop-doctor.craigsdemos.workers.dev/about
Taco Yell demo site: https://tacoyell.craigsdemos.workers.dev/
Flue framework: flueframework.com
Flue skills guide: flueframework.com/docs/guide/skills
Pi agent harness: github.com/badlogic/pi-mono
Peter Yang’s no-ai-slop skill: github.com/petergyang/no-ai-slop
ByteDance Seedance 2.5: seed.bytedance.com/en/blog/one-take-creation-flexible-referencing-introducing-seedance-2-5
Cloudflare AI Gateway: developers.cloudflare.com/ai-gateway
Cloudflare Agents SDK: developers.cloudflare.com/agents
Model Context Protocol (MCP): modelcontextprotocol.io
CHAPTERS
00:00 The Slop Doctor commercial
00:46 Why AI slop gets spotted
01:32 Testing the Slop Doctor
02:18 When design patterns become dated
02:39 Running a website exam
02:46 How the app works
03:00 Building agents with Flue
03:51 Reviewing the diagnosis
05:32 Prescriptions and monthly checkups
06:27 What should I build next?
#AI #AIAgents #Cloudflare #WebDevelopment #Flue
Craig built the Slop Doctor to give websites an editorial second opinion on the writing, visual patterns, and generated images that can make a project feel like “AI slop.” It doesn’t try to prove whether AI made something. It finds recognizable patterns, explains the evidence, and writes a practical prescription for cleaning them up.
In this video, Craig puts the fictional Taco Yell website through an exam, walk through the diagnosis, and show how he composed several durable agents with Flue. The commercial at the beginning was also made with AI using ByteDance Seedance 2.5 through Cloudflare’s AI Gateway.
Try it and tell us your educational slop score in the comments. And if you build something with Flue, we’d love to see it.
RESOURCES
Slop Doctor: https://slop-doctor.craigsdemos.workers.dev/
Slop Doctor About page: https://slop-doctor.craigsdemos.workers.dev/about
Taco Yell demo site: https://tacoyell.craigsdemos.workers.dev/
Flue framework: flueframework.com
Flue skills guide: flueframework.com/docs/guide/skills
Pi agent harness: github.com/badlogic/pi-mono
Peter Yang’s no-ai-slop skill: github.com/petergyang/no-ai-slop
ByteDance Seedance 2.5: seed.bytedance.com/en/blog/one-take-creation-flexible-referencing-introducing-seedance-2-5
Cloudflare AI Gateway: developers.cloudflare.com/ai-gateway
Cloudflare Agents SDK: developers.cloudflare.com/agents
Model Context Protocol (MCP): modelcontextprotocol.io
CHAPTERS
00:00 The Slop Doctor commercial
00:46 Why AI slop gets spotted
01:32 Testing the Slop Doctor
02:18 When design patterns become dated
02:39 Running a website exam
02:46 How the app works
03:00 Building agents with Flue
03:51 Reviewing the diagnosis
05:32 Prescriptions and monthly checkups
06:27 What should I build next?
#AI #AIAgents #Cloudflare #WebDevelopment #Flue
