SMScott McMahaninaitransformeronline.hashnode.dev00AI System Design Interviews Are Not What You Think14h ago · 2 min read · Most candidates approach AI system design interviews the wrong way, and it shows quickly. They try to memorize architectures, stack together tools they have seen before, and rely on buzzwords to soundJoin discussion
SMScott McMahaninaitransformeronline.hashnode.dev00AI Without Ethics Will Break at Scale2d ago · 2 min read · AI is being pushed into production faster than most teams can govern it. Models are making decisions. Pipelines are automating workflows. Data is driving outcomes across entire organizations. But one Join discussion
SMScott McMahaninaitransformeronline.hashnode.dev00AI Project Governance Is the Missing Layer in Most AI Systems5d ago · 3 min read · Most AI projects do not fail because of weak models or poor data quality. They fail because governance was never established in the first place. Teams often move quickly from experimentation to deployJoin discussion
SMScott McMahaninaitransformeronline.hashnode.dev00Microservices Without Workflows Are Just Distributed ChaosApr 22 · 2 min read · Microservices promise scalability, flexibility, and faster delivery. But many teams end up with something very different. More services, more moving parts, and less clarity on how anything actually geJoin discussion
SMScott McMahaninaitransformeronline.hashnode.dev00AI Documentation Metrics Are the Missing Layer in Most SystemsApr 21 · 3 min read · AI has removed the bottleneck from documentation. Teams can now generate massive amounts of content in a fraction of the time it used to take. On the surface, that looks like progress. But speed is noJoin discussion
