Over the past year, weโve had a lot of conversations with developers and engineering leaders asking the same question: โIs AI going to replace software engineers?โ Itโs a fair concern. AI coding tools can now generate code, write tests, and handle implementation work that used to take hours. But thatโs not what weโre seeing in real enterprise software development environments …
AI Coding Tools in Enterprise Software Delivery: An Architectโs Workflow
AI coding tools are everywhere โ but most teams are still experimenting in isolated demos. In this architect-level walkthrough, Keyhole Software Chief Architect Zach Gardner shows how we use tools like Claude Code in real, production delivery: with planning mode, constraints-first prompting, multi-agent workflows, and the governance required for enterprise environments.


