Trade-offs in software systems design: microservices vs monoliths, cloud repatriation, database paradigms, and enterprise AI.
Microservices were hailed as the cure for monolithic codebases, but they introduced distributed tracing complexity and network latency. Discover when to adopt each paradigm.
Marcus Vance
Cloud hosting offers instant agility, but at scale, public cloud markups on compute, storage, and egress can erode margins. Learn the mathematics of cloud repatriation.
Marcus Vance
Ward Cunningham coined 'technical debt' as a metaphor for borrowing time. Discover how to categorize intentional vs reckless debt and allocate sprint budgets to pay it down.
Marcus Vance
Enterprises face huge choices in artificial intelligence: call proprietary commercial model APIs, fine-tune open-weights models, or train domain models from scratch.
Dr. Elena Rostova
Relational ACID consistency vs horizontal distributed scalability. Explore the real-world trade-offs between PostgreSQL, MySQL, MongoDB, Cassandra, and DynamoDB.
Marcus Vance
Open source software powers 90% of modern stacks, but copyleft licensing (GPL), maintainer burnout, and supply-chain vulnerabilities require enterprise risk governance.
Marcus Vance