Who Octrafic is for#
Backend developers exploring unfamiliar APIs
Octrafic helps developers turn docs and prompts into testable requests when they need quick coverage for an API they did not write.
Skip if:
You already maintain strict contract tests in code and do not need interactive exploration.
QA teams creating repeatable API checks
The export and headless modes help QA teams move from exploratory prompts to repeatable test assets.
Skip if:
Your team cannot use LLM providers in the test workflow.
The problem it solves#
API testing often starts as a pile of curl commands, Postman collections, and documentation pages that drift from the actual service. Teams know what behavior they want to verify, but turning that intent into repeatable tests takes time.
The gap grows when APIs use mixed documentation formats or multiple authentication methods. A developer may need to read OpenAPI, Swagger, Postman, GraphQL, and Markdown docs before they can create even basic coverage.
How it solves it#
Natural language test planning
Octrafic lets users describe what they want to test in plain English, then generates and executes an API test plan.
Broad spec input support
The README lists OpenAPI 3.x, Swagger 2.0, Postman Collections, GraphQL, and Markdown documentation as supported sources.
Multiple export targets
Test sessions can export to Postman collections, Python pytest files, or Bash curl scripts for reuse outside the interactive CLI.
Headless CI mode
Octrafic includes a non-interactive octrafic test command so API checks can run in pipelines.
Strengths and trade-offs#
Strengths
- Bridges docs and executable checksSupport for multiple spec formats helps teams turn existing API documentation into runnable tests without starting from a blank collection.
- Useful beyond the CLI sessionExports to Postman, pytest, curl, and PDF reports make Octrafic output portable for teams that need reviewable artifacts.
Trade-offs
- -AI-dependent test qualityNatural language generation still needs review. Teams should inspect generated tests, especially for auth behavior, destructive endpoints, and edge cases.
Install and self-host#
curl -fsSL https://octrafic.com/install.sh | bash
brew install octrafic/tap/octraficWhat it's built on#
- Languages
- GoPython
FAQ#
What does Octrafic test?
Octrafic tests APIs by reading specs or docs, generating requests, executing them, and reporting the result.
Can Octrafic run in CI?
Yes. The README lists a headless CI mode through octrafic test for non-interactive pipeline runs.
Which API formats does Octrafic support?
The README lists OpenAPI 3.x, Swagger 2.0, Postman Collections, GraphQL, and Markdown documentation.
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