# AI-Assisted Software Delivery Guide

Version 1.0 | 10 October 2026

## Start with one workflow
Choose a bounded task such as drafting test cases or explaining existing code. Record a baseline for effort and quality.

## Protect information
Use approved tooling. Exclude credentials, private customer data and code you are not permitted to disclose.

## Keep quality controls
Review changes, run meaningful tests, scan dependencies and verify requirements. Treat generated code as untrusted until reviewed.

## Measure and improve
Track rework, defects, review effort and delivery time. Record limitations and teach the team how to challenge output. Expand only when evidence supports it.