Clerk
Features
Clerk is engineered for depth, durability, and data science — not AI guessing.
Hierarchical Multi-Agent Architecture
Commander → Worker → Analyst → Synthesizer. A map-reduce pattern that scales research to 100+ parallel instances.
Durable Execution Engine
Temporal.io keeps state for up to a week. Server restart? No lost progress. Rate-limited? Auto-retry without touching other workers.
Neural Search & Extraction
Exa.ai neural search surfaces cleaner results than keyword engines, and Firecrawl converts JavaScript-heavy sites into clean Markdown.
Statistical Analysis Engine
DuckDB OLAP over thousands of JSON files computes correlations, trend vectors, deduplication, and predictive odds.
Sentiment & Reliability Scoring
Every claim is scored 0.0–1.0 for source reliability and tagged Bullish / Bearish / Neutral.
Version-Controlled Output
Reports and data push to Git repositories (with Git LFS) so the full research evolution is auditable.