500 agents at Edge Esmeralda — the missing layer is discovery and mediation
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Tag: #ai-tech
When to fix AI's work by hand vs fix the system that produced it
The short version: When an AI agent gets a task 80% right, you can patch the last 20% by hand and ship today, or fix the instruction behind it and never touch that task again. The patch is faster now. The fix compounds. Most people, me included, pick the patch too often, because the economics that should govern the choice have changed and our instincts haven't caught up.
My AI Stack — Running Work Through a Terminal
My goal: run my entire work life through a terminal. I'm about 60% there. Here's what the setup looks like.
Why Most DTC Brands Are Invisible to Agents
91% of online stores are invisible to AI agents. The gap isn't traffic and it isn't brand. It's that the data isn't structured correctly.