Adversarial Agents: How AI Teams Build Better Creative Work
If you've ever used AI to build something — a landing page, a blog post, a piece of code — you've probably noticed the output is always almost good enough. It nails the copy but forgets the design. Gets the structure right but drifts off brand. Something always slips.
The fix isn't a better prompt. It's a better team.
I've been running multiple AI agents against the same deliverable, each one loaded with a different specialization — copywriting, CRO, brand compliance, design. They score the work independently, disagree with each other, and force revisions until every specialist gives it a 9 out of 10.
The result is work that feels like five people reviewed it. Because functionally, five people did.
I walked through exactly how to set this up (it's simpler than it sounds) in this week's deep dive:
Let's Talk About the Lobster in the Room
Everyone's talking about Openclaw — the tool that strips guardrails off Claude and lets it run autonomously. I ran it. The interface is complex and it skipped a few steps. But buried inside is an insight worth stealing.
AI agents have no heartbeat. They finish a task and pass out. They don't check in, follow up, or notice things between conversations. A simple daemon that pings your agent on a schedule — "anything new to do?" — turns a dead prompt into something that behaves like it's alive.
Give People What They Want: Entertainment
If you're creating content, you think you're in the education business. You're not. You're in the entertainment business. People don't open TikTok to learn. They open it to feel. The educational content that actually works is almost always wrapped in entertainment — a story, a surprise, a laugh.
Information is abundant. Entertainment is scarce. That's the gap worth filling.
Building a daily TikTok machine with AI-generated photos
This weeks automation - taking advantage of the Tiktok carousel feature. Ask your AI model of choice to create a 6 slide story with text overlays. Tell a story, provide value, give a lesson or inspiration.
Send the images to your phone to post manually, or use Postiz to automate creating a draft in the app ready to review.
Add trending music manually and post.
Quick tip: same brain, different books
When you set up multiple AI agents to review each other's work, they're fundamentally the same model. Claude is Claude. The difference is what you loaded into its context window before it started working.
Think of it like having the same person walk into the room, but each time they've just finished reading five different books. The copywriting agent absorbed every example and principle you could fit in. The brand agent just re-read your entire brand bible. They bring different perspectives because they're primed with different information, not because they're different intelligences.
Next time you need quality work from AI, don't ask one agent to do everything. Give the same agent three different reading lists and let them argue.
