Category: API Testing

API Testing

API Testing using Postman, Newman, REST, GraphQL, API frameworks

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Self-healing load test dashboard using k6 and AI auto-tuning thresholds for performance regressions
API Testing
The Self-Healing Load Test: How k6 + AI Auto-Tunes Thresholds & Fixes Performance Regressions

Build a self-healing load test with k6 and AI that auto-tunes thresholds and fixes regressions automatically. Real SDET implementation guide.

Shahnawaz Khan May 11, 2026 4 min read
Load testing microservices with k6 and LLM-generated AI user personas behaving like real customers
API Testing
Load Testing Microservices with AI Personas: k6 + LLM-Generated User Journeys

Load test microservices with k6 and LLM-generated AI personas that behave like real users. Replace static payloads with intelligent dynamic test data.

Shahnawaz Khan May 11, 2026 4 min read
Postman automation outdated comparison showing manual collections vs AI-powered API test automation
API Testing
How I Built a Postman Bot That Detects Breaking API Changes Before Deployment (Using LLM)

Build a Postman bot that detects breaking API changes before deployment using an LLM. Prevent silent failures with schema validation and AI…

Shahnawaz Khan Apr 30, 2026 4 min read
Static API assertions dying diagram showing AI reasoning replacing hardcoded test validation
API Testing
From Pytest Scripts to Test Agents: Building Autonomous API Testing Systems with Autogen

From Pytest scripts to autonomous API test agents — building intelligent testing systems with Autogen. How AI transforms repetitive API automation.

Shahnawaz Khan Apr 30, 2026 4 min read
Playwright supercharged with Claude MCP auto-generating UI API and database tests for SDETs
API Testing
Why 80% of Postman Automation Is Outdated — And How AI Fixes It in 2026

Why 80% of Postman automation is outdated — and how AI fixes it in 2026. The gap between manual Postman collections and…

Shahnawaz Khan Apr 29, 2026 3 min read
Python data types strings integers floats booleans visual diagram for QA engineering beginners
API Testing
Why Static Assertions Are Dying — And How AI Reasoning Is Redefining API Testing

Why static API assertions are dying and how AI reasoning is redefining API testing in 2026. Dynamic validation, intelligent assertions and real…

Shahnawaz Khan Apr 29, 2026 4 min read
How I Used GPT-5 to Auto-Generate Pytest API Tests from a Swagger File — QA Pulse by SK
API Testing
How I Used GPT-5 to Auto-Generate Pytest API Tests from a Swagger File

How I used GPT-5 to auto-generate Pytest API tests from a Swagger file. Build self-healing scalable API test automation from your existing…

Shahnawaz Khan Apr 29, 2026 4 min read
Pytest AI in 2026: The Rise of Autonomous, Self-Healing Test Runners — QA Pulse by SK
API Testing
Pytest AI in 2026: The Rise of Autonomous, Self-Healing Test Runners

Pytest AI in 2026 — the rise of autonomous self-healing test runners. Auto-generated test cases, intelligent failure analysis and the future of…

Shahnawaz Khan Apr 29, 2026 4 min read
How Postman’s AI Evolution Is Turning API Collections into Autonomous Testing Systems — QA Pulse by SK
API Testing
How Postman’s AI Evolution Is Turning API Collections into Autonomous Testing Systems

How Postman AI is turning API collections into autonomous testing systems — test generation, self-healing workflows and intelligent API validation.

Shahnawaz Khan Apr 29, 2026 4 min read