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Enforce an API style guide in CI with Spectral: custom rules that stop bad OpenAPI before it merges

Enforce an API style guide in CI with Spectral: custom rules that stop bad OpenAPI before it merges

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5 min read
Higgsfield API in Practice: Prompt to Editorial Photo, and the Defaults That Bite

Higgsfield API in Practice: Prompt to Editorial Photo, and the Defaults That Bite

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13 min read
Multiple security schemes in OpenAPI: AND vs OR, optional auth, and per-operation overrides

Multiple security schemes in OpenAPI: AND vs OR, optional auth, and per-operation overrides

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5 min read
Modeling money and big integers in OpenAPI: int64 precision, decimal amounts, and why number fails for currency

Modeling money and big integers in OpenAPI: int64 precision, decimal amounts, and why number fails for currency

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5 min read
Bulk and batch API endpoints: modeling create-many, partial success, and 207 Multi-Status in OpenAPI

Bulk and batch API endpoints: modeling create-many, partial success, and 207 Multi-Status in OpenAPI

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5 min read
OpenAPI docs renderers compared: Swagger UI, Redoc, Scalar, Stoplight Elements, and RapiDoc on one spec

OpenAPI docs renderers compared: Swagger UI, Redoc, Scalar, Stoplight Elements, and RapiDoc on one spec

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6 min read
Designing a search endpoint in OpenAPI: q, filters, sorting, sparse fieldsets, and pagination codegen understands

Designing a search endpoint in OpenAPI: q, filters, sorting, sparse fieldsets, and pagination codegen understands

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5 min read
OpenAPI enums vs const: closed lists, open-ended strings, and how to add a value without breaking clients

OpenAPI enums vs const: closed lists, open-ended strings, and how to add a value without breaking clients

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5 min read
Convert a bank statement PDF to CSV with every row checked against the balance

Convert a bank statement PDF to CSV with every row checked against the balance

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2 min read
Building an OpenAPI Quality Audit Endpoint in Flask — 12-Dimension Spec Scoring

Building an OpenAPI Quality Audit Endpoint in Flask — 12-Dimension Spec Scoring

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3 min read
One bad row failed a paying customer's whole run đź§Ż

One bad row failed a paying customer's whole run đź§Ż

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6 min read
Why two tracking pages disagree about the same parcel (and what it means for your integration)

Why two tracking pages disagree about the same parcel (and what it means for your integration)

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4 min read
Perspective API shuts down Dec 31: what breaks on January 1

Perspective API shuts down Dec 31: what breaks on January 1

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5 min read
I reverse-engineered 8 TikTok Shop videos with one API call. Here's what the data says

I reverse-engineered 8 TikTok Shop videos with one API call. Here's what the data says

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4 min read
Case Study: Freeze Leaderboard Tie-Breaks Before an Agent Writes the Ranker

Case Study: Freeze Leaderboard Tie-Breaks Before an Agent Writes the Ranker

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8 min read
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