Notes from the build, not the brochure.
Field notes on AI systems, intake workflows, and forward deployed engineering. Written from work on real stacks.
How Much Does It Cost to Build a Custom AI Agent
The cost of a custom AI agent depends far more on the workflow than on "AI" as a category. Here's what actually drives the price.
Where AI Agents Fail (and Where They Actually Work)
AI agents work extremely well in some situations and fail predictably in others. Here's an honest look at both, without the hype.
AI Chatbot vs AI Agent: What's the Real Difference
Chatbot" and "agent" get used interchangeably in most marketing, but they solve different problems. Here's the real distinction.
What Are AI Agents and What Can They Actually Do for a Business
AI agent" gets used to describe everything from a simple chatbot to something genuinely capable of multi-step work. Here's what the term actually means and what to expect.
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