How It Works
From Markdown to Machine-Executable Workflows
The Spry Execution Flow
Write Markdown
Create Markdown files with fenced code blocks. Each block can be SQL, Bash, JSON, prompts, or any executable code.
Spry Runtime Executes
The Spry CLI reads your Markdown, parses fenced blocks, validates them with TypeScript and Zod, then executes each cell in order.
Structured Outputs
Results are captured as structured artifacts: SQL tables, JSON files, embeddings, or vector stores. Everything is versioned and traceable.
Deploy & Compose
Use outputs in SQLPage applications, LLM context graphs, or as evidence for compliance. Every step is reproducible and auditable.
Architecture
Spry unifies documentation, data pipelines, and AI orchestration into one transparent system.
TypeScript-native, dependency-light, and plugin-friendly. Perfect for reproducible intelligence engineering.
Key Principles
Simple
Just Markdown. No complex DSLs or configuration files. Write what you know.
Deterministic
Type-safe execution with Zod validation. Every run produces the same results.
Reproducible
Version everything. Trace lineage. Audit with confidence. Evidence by default.