Code-First AI Systems: Why the Model Should Not Run the Workflow
The model should classify, extract, summarize, judge, or propose. Code should own routing, state, validation, retries, evidence, review, and evaluation.
Read ->Segment
Workflow Automation
Projects, deep-dives, and implementation notes in this AI engineering domain.
Segment library
Projects and posts
Read this lane as a mini-curriculum: start with the project, then use the supporting posts to understand the engineering choices.