
AI Without Memory Is Just an Expensive Chatbot
I built 9 AI agents that forgot everything between conversations—wasting users 20-45 minutes weekly re-explaining their business. Here's how I made them share memory.
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I built 9 AI agents that forgot everything between conversations—wasting users 20-45 minutes weekly re-explaining their business. Here's how I made them share memory.

I shipped team collaboration features in alpha with <50 users because my customers were already working in teams—just through painful screenshots and copy-paste workarounds that cost 80+ hours per year.

I discovered my Postgres database had 89 foreign keys but zero indexes on them—turning millisecond queries into 843ms nightmares and nearly killing my alpha launch.

I fed my own landing page to my AI strategy agent and rebuilt it in 24 hours—conversion messaging transformed by dogfooding the product I'm selling.

I built a 9-agent marketing platform in 75 days that learns from every conversation—tell one agent about your business, and all nine get smarter together.