Build an API Company Research Shortlist
Use an API company directory as a starting point for structured research. Separate companies from products, verify interface details, and turn uncertain claims into specific next steps.
NOTES FOR CURIOUS DEVELOPERS
Explore API Lab.
Ten practical reads. Plenty of useful next steps.
Make sense of APIs, models, agents, and the decisions around them.
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10 FIELD NOTES · LATEST FIRST
How to Evaluate AI API Providers for Your Product
Build an AI API evaluation around real product tasks and explicit acceptance criteria, then compare quality, delivery, data handling, and operational fit with traceable evidence.
API Security Testing: A Practical Permission Checklist
A practical, authorized testing workflow for checking who can access an API resource, what actions they can perform, and whether rejected requests leave data unchanged.
MCP and REST APIs: How the Pieces Fit Together
Map MCP responsibilities to an existing REST API, choose focused capabilities, and test a small integration before expanding it.
Django API QA: Build a Repeatable Test Plan
Design Django API tests around observable behavior, realistic identities, and meaningful failure cases, then add a focused deployment check for what the test client cannot cover.
AI Agent Tool Calling: Design Safe, Useful Actions
Make model-proposed actions useful by designing narrow tools, checking authority in code, and reporting exactly what execution accomplished.
LLM Prompts for Reliable Structured Output
Turn model output into useful application data with a precise contract, honest missing values, and validation beyond JSON syntax.
Your First AI API Request: A Practical Integration Guide
Move from a first model response to a dependable integration by defining the task, response contract, errors, and evaluation cases.
Website and WordPress REST API Integration
Turn WordPress content into a dependable website experience with a clear data contract, a sensible delivery model, and checks that reflect real editorial work.
GET vs PUT: Explore REST APIs with Repeatable Requests
Build a repeatable REST API workflow that separates retrieval, replacement, retries, and concurrent updates.