Stop Feeding Agents Raw Data
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Best practices for feeding data to AI agents, directly relevant to AI/ML agent orchestration and data engineering.
Summary
Vajra, a Rust CLI and library, pre-processes raw structured data (JSON, YAML, CSV, source code) into stable measurements before feeding it to AI agents. By separating measurement from reasoning, it avoids common agent pitfalls like hallucinating patterns or over-indexing on irrelevant fields. The tool produces deterministic outputs—path types, entropy, outliers, schema drift—that agents can reliably use for interpretation and planning.