Blog - JSON Tips and Tricks

Instant JSON Validation and Transformation

Recent Articles

Deep dives into schema design, payload optimization, and workflow automation from the JSONForge engineering team.

Schema Design

Eliminating Null Pointer Exceptions with Strict JSON Schema Draft 2020-12

Learn how to leverage unevaluatedProperties and prefixItems to catch malformed payloads before they hit your production API. Includes a 40% reduction in runtime errors at FinTech Corp.

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Performance

Reducing JSON Payload Size by 35% Using Custom Serializers

A step-by-step guide to implementing GZIP alternatives and numeric encoding strategies for high-throughput microservices. Tested against 10k QPS workloads.

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Developer Productivity

Automating Contract Testing with JSONForge CLI Hooks

Integrate schema validation directly into your CI/CD pipeline. We walk through setting up pre-commit hooks and GitHub Actions to enforce type safety across 12 microservices.

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API Integration

Webhook payloads, RESTful conventions, and GraphQL-to-JSON mapping strategies for distributed systems.

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Data Modeling

Normalization techniques, polymorphic type handling, and versioning strategies for long-lived datasets.

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Tooling & Automation

CLI workflows, IDE extensions, and batch transformation scripts for enterprise data pipelines.

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