Topics
These are living threads — architecture tradeoffs, hiring signals, and production AI. Post a comment even if you disagree.
Open issue · Tue Jun 02 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
A discussion thread on using Model Context Protocol for live systems of record instead of stuffing case data into every prompt.
Open issue · Tue Apr 21 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
Open issue: when retrieval and citations beat fine-tuning, and when they do not, for regulated knowledge.
Open issue · Fri Jan 09 2026 00:00:00 GMT+0000 (Coordinated Universal Time)
A topic for engineers and hiring managers: which Oracle-era habits still matter on Spring Boot and AWS, and which should be left behind.