AI Technical Strategy Office Distribution: Engineering, Product, Legal, Compliance Next review: Upon publication of a revised edition or Q3 2026.

Agentic AI introduces systemic risk. A misaligned agent with API access can:

The PDF will walk you through the Reasoning + Acting cycle.

The spins up a virtual environment, runs automated tests, and ensures the patch doesn't break other features.

Agents can handle end-to-end processes, such as invoice processing, customer onboarding, or complex data analysis.

Find processes that require reasoning and data manipulation but follow a logical pattern (e.g., monthly financial reporting, inbound lead enrichment).

What specific (e.g., HR, engineering, marketing) are you looking to deploy agents in?

The bible recommends an —test multiple agents against the same task and rank their outputs.