Developer Tools · Azure AI Foundry

API integrations that write themselves.

Accelerates API integration development — automatically generates OpenAPI documentation, diagnoses errors in plain English, and tests new endpoints against your Azure API Management gateway.

70%
faster integration dev
85%
APIs auto-documented
4x
faster error diagnosis
Zero
manual spec writing

How It Works

From API gateway to automated documentation and diagnostics.

01

API Gateway Analysis

We connect to your Azure API Management gateway to analyse existing APIs, traffic patterns, and policy configurations — establishing the baseline for automation.

  • Azure APIM traffic analysis completed
  • Existing policy audit performed
  • API inventory and dependency map created
02

Documentation & Test Generation

The agent generates OpenAPI specifications, test suites, and developer documentation from live traffic and code analysis — no manual input required.

  • OpenAPI 3.0 specs generated from traffic
  • Test suites created for all endpoints
  • Developer docs published to portal
03

Error Diagnosis Pipeline

A real-time error analysis pipeline monitors API failures and surfaces natural language root cause explanations — integrated into your alerting and ticketing workflow.

  • Real-time failure monitoring configured
  • Natural language diagnostics in Teams/Slack
  • Integration with Azure DevOps for ticket creation

Capabilities

What this agent can do.

OpenAPI Spec Auto-Generation

Analyses live traffic through Azure API Management and generates accurate OpenAPI 3.0 specifications automatically — eliminating manual spec writing.

Natural Language Error Explanations

When an integration fails, the agent explains the root cause in plain English — including which service failed, why, and the exact fix — reducing diagnosis time from hours to minutes.

Integration Test Case Generation

Automatically generates test suites for new endpoints based on the OpenAPI spec — covering happy paths, edge cases, and error scenarios your team would likely miss.

Azure APIM Policy Analysis

Reads your Azure API Management policies and flags conflicts, security gaps, and performance issues — with specific remediation recommendations.

Breaking Change Detection

Compares new API versions against existing contracts and flags any breaking changes before deployment — preventing downstream consumer breakage.

Developer Self-Service Portal

Auto-generated developer portal content: endpoint descriptions, request/response examples, authentication guides, and rate limit documentation — always current.

Built With

Azure technology stack

Azure OpenAIAzure API ManagementSemantic KernelAzure DevOpsAzure Application InsightsPrompt Flow

Stop writing API docs manually. Let the agent do it.

Fixed-price build. Deployed against your Azure APIM gateway in 2 weeks.