Insights
Practical analysis on AI and software engineering.
Original analysis on AI agents, automation, and software engineering, written for people evaluating where AI can genuinely help, not to chase keywords.
Where AI Automation Actually Saves Small Businesses Time
Small businesses don't need an enterprise AI platform. They need one or two workflows automated well. Here's how to find the right one to start with.
Reliable AI Systems Need Engineering, Not Just Prompting
A good prompt gets you a good demo. A production AI system also needs data access, guardrails, testing, escalation paths, and monitoring, the parts that rarely make it into the demo.
AI Agents vs. Simple Automation: What's Actually Different
Not every automated workflow needs an AI agent, and not every AI agent needs to be autonomous. A practical way to tell the two apart before you commit to building either.
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