AI Is Rewriting The Engineering Job Description
AI is rearranging every engineering role around a machine that now writes the code. Here is what each role becomes, and what the studies say.
Loredana Moanga
Senior engineer at re:cinq. Loredana builds production-grade AI and agentic systems for enterprise clients, including the seabo AI-native proof-of-concept built with HelixML. She writes about agent reliability, context engineering, and how AI is reshaping engineering roles.
3 Articles • AI • Engineering • Transformation
When Prompts Are Not Enough: A Field Guide to Reliability
What makes an AI agent reliable when the outcome depends on a past decision? A 35 turn campaign shows why memory lives outside the model.
Claude Certified Architect (Foundations) Exam: A Study Guide and How I Passed
How I passed the Claude Certified Architect (Foundations) exam: the official docs, community study guides, ProctorFree setup, and quick tips
12 min
28 Jul 2026Showing 3 of 3 articles