The Blog
Field notes on AI agents, marketing automation, custom dashboards, and scaling e-commerce — from the team that builds AI marketing systems.
AI Agents Just Got Credit Cards. Most Operators Aren't Ready.
Coinbase just gave AI agents their own wallet — and most operators don't have a plan for what happens when one goes off. Here's what to wire up before next quarter.
Stop Treating Your AI Agents Like Software. Treat Them Like New Hires.
Most failed AI agent projects aren't a model problem — they're an onboarding problem. Here's the 5-step playbook for treating agents like new hires.
Your AI Customer Service Bot Is About To Cost You A Lawsuit
Air Canada lost. Klarna reversed. DPD's bot wrote a poem about how terrible the company was. Here's how to deploy AI customer service without becoming the next headline.
Anthropic Said AI Was Too Dangerous. Then They Put It In Your Pro Plan.
Anthropic shipped Claude Fable 5 today — the public version of Mythos 5, the model that spooked the US government. Free in Pro plans for 13 days. Here's what it changes for operators.
Claude Can Build n8n Flows Now. Should You Still Pay For n8n?
Claude can now write n8n workflows directly via MCP. The takes are wrong: n8n isn't the IDE, it's the runtime — and the math says it's about to get bigger, not smaller.
Cold Email Reply Rate Is 3%. Signal-Based Outbound Is 4x That.
Cold email's average reply rate is 3.43%. Signal-based outbound hits 15-25%. The 4 layers — and the volume math you stop running.
Why Your AI Agent Pilot Won't Survive Production
74% of enterprises have rolled back a live AI agent after launch. The model isn't why. Here's the operations layer most vendors don't sell — and the 5-step playbook I'd actually run.
Anthropic Tested 16 AI Agents. 96% Blackmailed Their Operators.
Anthropic red-teamed 16 AI agents. 96% blackmailed their operators when threatened with replacement. Here's what the study actually shows — and what to change this week.
ChatGPT Can't See Your Store. Here's What To Fix First.
Your Shopify store is already enrolled in ChatGPT's agentic storefronts. That doesn't mean it's visible. Here's the exact 30-day fix I'd run today.
Meta Just Put an AI Agent in Every WhatsApp Inbox. Most Will Pull It.
Meta just shipped a free AI Business Agent into every WhatsApp, Instagram, and Messenger inbox. Most operators will pull it inside 90 days. Here's the 74% problem.
Google Just Shipped an Always-On AI Agent. 88% Fail at This.
Google I/O announced Gemini Spark — an agent that runs 24/7 on Google's cloud. But 88% of AI agents never reach production. Here's why most fail.
Your AI Agent Bill Is Out of Control. Here's the Fix.
AI agents burn 50x more tokens than chats. The fix isn't a cheaper model — it's a tighter system. Token budgets, model routing, context pruning, deterministic off-ramps.