JSON Schema Validation & Error Detection
Format, Validate, and Transform JSON Data
Precision validation engine built for modern API contracts, data pipelines, and configuration management. Ship with confidence using draft-compliant rule enforcement.
Full JSON Schema Draft 2020-12 Support
JSONFlow implements the complete Draft 2020-12 vocabulary, including $dynamicRef, prefixItems, and unevaluatedProperties. Our parser validates complex nested objects, recursive references, and conditional schemas without external dependencies.
We maintain backward compatibility with Draft 7 and 2019-09 while enforcing strict type coercion rules. Schema compilation caches results across 10,000+ concurrent requests, reducing validation latency to under 4ms per cycle.
Granular Error Reporting & Node Highlighting
When validation fails, JSONFlow pinpoints the exact failing node, reports the violated constraint, and provides actionable remediation steps. Errors are structured according to the JSON Schema output format specification.
Path Tracing
Returns absolute JSON Pointer paths (e.g., /users/3/address/postalCode) with zero-based indexing. Eliminates guesswork when debugging large payload structures.
Constraint Mapping
Maps failures to specific keywords like minimum, pattern, or required. Includes the actual received value versus the expected schema definition.
Severity Grading
Categorizes violations as fatal (type mismatches), warning (deprecated fields), or info (additionalProperties). Integrates directly with CI/CD linting pipelines.
Strict vs. Loose Validation Modes
Toggle between enforcement levels based on your deployment environment. Strict mode blocks invalid payloads entirely, while loose mode accepts data with annotated warnings for legacy migration paths.
Configure validation thresholds, set custom error limits, and export reports in JSON, YAML, or HTML diff formats. Perfect for staging environment testing and production gatekeeping.
Strict Mode
Enforces all schema keywords. Returns HTTP 400 on first violation. Ideal for production APIs and immutable data stores.
Loose Mode
Ignores additionalProperties and nullable type mismatches. Returns full payload with attached diagnostic metadata. Designed for legacy system onboarding.