AI Agents & Automation Blog

Field notes on production AI agents — agentic architecture, the Claude Agent SDK, M&A workflow automation, content repurposing, and what's actually working for businesses that move fast.

Agent Updates

Introducing Marcus: AI-Powered Deal Matching for M&A

How Marcus is helping business brokers close more deals by automating buyer-seller matching with AI reasoning.
Technical

Why Traditional Automations Break (And How Agentic AI Fixes It)

The difference between rule-based automation and true agentic systems that reason through problems.
Industry Insights

The Content Creator's Guide to AI Repurposing

How to turn one long-form video into 10+ short-form clips without burning out.

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