ContextWorkshop
ContextWorkshop will automate the creation of AI pipelines by compiling declarative YAML blueprints into durable Temporal workflow code.
Planned Features
Pipeline DSL
Introduction of workshop/v1 pipeline schemas specifying source, transform, and agent stages declaratively.
Visual-to-Code Compilation
Transform UI-generated YAML blueprints into isolated Temporal workflow code files. Input (IMAP, webhook) and output (vector store, Postgres) stages compiled automatically.
AI-Driven Graph Generation
Embed LangGraph code generators within the compiler to synthesize custom retrieval or classification logic dynamically based on the pipeline description.
Infrastructure Automation
Direct deployment output — standalone artifacts ready for docker compose or Pulumi deployment to separate hosting zones.
DevTools MCP
Model Context Protocol server for technical documentation ingestion into ContextBrain, staleness measurement, and autonomous linter/formatter triggers.
Architecture Concept
