// career-activity-pipeline
An automated pipeline that captures engineering activity — commits, meeting notes, papers — and drafts LinkedIn-ready content from it. Every draft passes through a human review step before anything is published; nothing goes out automatically.
// architecture
A staged pipeline: capture pulls activity from several sources into an event store, distillation extracts structured facts from each event, synthesis drafts content from clusters of related events, and a proposer stage reconciles structured facts into a separate profile document. Content generation runs on a multi-provider LLM fallback chain so no single provider outage stalls the pipeline.
// pipeline stages