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Large Language Models

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VISION-LANGUAGE MODELS IN QA
AI & Agentic Engineering
Vision-Language Models in QA: 5 Best Multimodal Testing Secrets

A comprehensive SDET guide to Vision-Language Models in QA. Learn how multimodal VLMs, visual grounding, Canvas automation, and semantic visual assertions eliminate…

Shahnawaz Khan Aug 27, 2026 18 min read
Self-Healing Test Automation LLM Recovery Architecture Diagram
Test Automation
Self-Healing Test Automation: 5 Best LLM Recovery Secrets

A comprehensive SDET guide to self-healing test automation with LLMs. Learn how runtime error interception, semantic DOM extraction, and AST code patching…

Shahnawaz Khan Aug 26, 2026 16 min read
Agentic QA Architecture Autonomous Testing Loop Diagram
AI & Agentic Engineering
Agentic QA Architecture: 5 Best AI-Driven Testing Patterns

A comprehensive SDET guide to agentic QA architecture. Discover the 5 best patterns behind autonomous test agents, accessibility perception, self-healing, and LLM…

Shahnawaz Khan Aug 26, 2026 17 min read
Durable AI Agents Workflow
AI & Agentic Engineering
Build Durable AI Agents That Never Restart From Zero: 7 Proven Ways

Build durable AI agents using step checkpointing, strict tool schemas, and persistent memory systems. These seven proven steps ensure instant automated crash…

Shahnawaz Khan Aug 22, 2026 18 min read
Graph engineering architecture showing connected system paths beyond loop-based programming
AI & Agentic Engineering
Graph Engineering: The Powerful Layer After Loop Engineering

Graph engineering extends traditional loop-based thinking by modeling relationships, states, transitions, dependencies, retries, and execution paths across complex software systems.

Shahnawaz Khan Aug 17, 2026 31 min read
Graph testing behavioral states and transitions compared with linear test automation for QA
AI in Testing & QA
Graph Testing: The Critical QA Layer After Loop-Based Test Automation

Traditional test automation validates individual scenarios, but complex systems require more than isolated scripts. Graph testing adds a behavioral layer that models…

Shahnawaz Khan Aug 17, 2026 40 min read
Gemini CLI 0.55.1 QA Testing Workflow
Tool News
Gemini CLI 0.55.1 Released: What QA Engineers Should Test Before Upgrading

Gemini CLI 0.55.1 introduces tool registry discovery alongside security, CI, release verification, and filesystem-related changes. Here's what QA engineers and SDETs should…

Shahnawaz Khan Aug 14, 2026 23 min read
OPEN TELEMETRY 0.158.0
Tool News
OpenTelemetry v0.158.0: Queueing, Memory Safety and QA Observability Improvements

OpenTelemetry 0.158.0 introduces queuebatchprocessor, improves Collector configuration schemas, and promotes the memory limiter to beta. Here is what QA engineers and SDETs…

Shahnawaz Khan Aug 14, 2026 26 min read
API Testing GraphQL Strategy
AI & Agentic Engineering
API Testing GraphQL: A Practical Guide to Testing Queries, Mutations, and Errors

API testing GraphQL requires more than checking response status codes. Learn how to validate schemas, operations, authorization, business rules, performance, errors, and…

Shahnawaz Khan Aug 13, 2026 51 min read
LangGraph Durable Execution Workflow
AI & Agentic Engineering
LangGraph Durable Execution: Build Reliable Agents with Human-in-the-Loop

LangGraph durable execution helps AI workflows survive interruptions, human decisions, worker failures, and external API problems. Learn how checkpoints, interrupts, idempotency, recovery…

Shahnawaz Khan Aug 13, 2026 63 min read