Tag: data-quality

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Apr 02, 20266 min readAgent PlaybookIntermediate

Vesper: an MCP-native engine that discovers, validates, cleans and exports agent-ready Parquet/Arrow/JSONL

Vesper is an MCP-native autonomous data engine that discovers web, API and file sources, validates and cleans schemas, fuses data, and exports agent-ready Parquet/Arrow/JSONL.

vesper MCP autonomous-data-engine datasets agents

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TutorialsUnited States

Open

Mar 07, 20268 min readSecurity BoundaryIntermediate180 min build

Commit-gated validation pipeline to prevent AI-generated schema errors

A commit-gated pipeline (Prompt→LLM→Validation→Normalizer→Retry→Commit) keeps AI-generated structured files off disk until they pass schema checks, revealing schema gaps.

validation LLM schema pipeline CI

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devops data-quality automation