Engineering practice articles cover the craft of building and operating production software. Topics include refactoring strategies, code review culture, and the day-to-day engineering habits that compound into reliable, maintainable systems over time.
2 posts tagged with engineering. ← All posts
I built memory, communication, security, governance, and evals from scratch first. Then I deleted most of it and used the Microsoft Agent Framework-native packages. Here is the audit table and what survived.
An agent that doesn't declare a tier defaults to Prototype, not Production. The flag is the code; the culture is what enforces "new code is not production until someone says so."
All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.