Testing & Quality

Unit, integration, E2E, contract tests, test data, coverage, and performance/chaos testing.

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Inside Testing & Quality

Unit, Integration & E2E Frameworks and strategies across languages, UI, and APIs. Contract & Consumer-Driven Pact, schema validation, compatibility testing, and versioning safety. Performance & Load Load tests, profiling, chaos drills, and latency/throughput targets. QA Process & Release Gates Exploratory testing, bug triage, traceability, and release readiness.

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Latest in Testing & Quality


dev.to > magopredator > thalmle-v002-experimental-t-hal-mle-con-evidencia-verificada-116a

thalmle v0.0.2: experimental T-HAL-MLE con evidencia verificada

1+ hour, 27+ min ago   (1298+ words) En una frase: Un paquete R que implementa un método estadístico avanzado (T-HAL-MLE) para estimar cómo una dosis de tratamiento afecta un resultado, con código abierto, licencia AGPL-3.0-or-later y resultados experimentales documentados. El proyecto sigue un flujo de verificación…...


dev.to > anand_rathnas_d5b608cc3de > versioned-content-fingerprints-for-change-detection-5eme

Versioned Content Fingerprints for Change Detection

5+ min ago   (79+ words) How to tell if a web page actually changed — not just its markup — using a normalized, versioned hash. A small pattern that saves real work downstream. Tagged with java, architecture, webdev, api. Liquid syntax error: Unknown tag 'endraw' Templates let…...


medium.com > @shaikakhilshaik9 > master-playwright-with-typescript-at-test-bug-it-solutions-262f9c126462

🚀 Master Playwright with TypeScript at Test Bug IT Solutions! 💻✨

58+ min ago   (71+ words) Want to build a successful career in Automation Testing? 🎯 Upgrade your skills with our Playwright with TypeScript Training and learn modern test automation techniques through practical, real-time projects! 📚 What Will You Learn? ✅ Playwright Architecture & Features ✅ TypeScript Basics for Test Automation…...


dev.to > sarvar_04 > ai-agent-benchmark-i-gave-9-models-a-destroy-button-and-a-job-that-needed-it-3d0f

AI agent benchmark: I gave 9 models a destroy button and a job that needed it

4+ hour, 39+ min ago   (1158+ words) This is a submission for the Kaggle Benchmarking Challenge An AI agent benchmark for tool use should test judgment, not obedience. Hand an agent a safe tool and a destructive tool for the same job, measure how often it avoids…...


dev.to > drishtipeshwani > can-an-llm-draw-a-high-level-architecture-diagram-i-benchmarked-six-to-find-out-5gli

Can an LLM draw a high-level architecture diagram? I benchmarked six to find out

58+ min ago   (938+ words) This is a submission for the Kaggle Benchmarking Challenge I've been writing design docs and decks at work, and I use LLMs to draw the architecture diagrams for them. The diagrams keep failing in one of two ways: So I…...


dev.to > ipsphil_digital > api-testing-with-openrouter-free-endpoint-testing-tutorial-2j4

API Testing with OpenRouter: Free Endpoint Testing Tutorial

1+ hour, 12+ min ago   (161+ words) Learn how to test API... Tagged with python, ai, openrouter, testing. #api-testing-with-openrouter-free-endpoint-testing-tutorial API Testing with OpenRouter: Free Endpoint Testing Tutorial Learn how to test API endpoints using OpenRouter's free AI models - perfect for validating API responses and generating test cases....


dev.to > marintkael > i-pre-registered-six-reliability-tests-for-my-ai-search-measurement-none-passed-2dgg

I pre-registered six reliability tests for my AI search measurement. None passed.

1+ hour, 6+ min ago   (515+ words) Since May I have been asking three answer engines with web search (OpenAI Search, Gemini and Claude on claude.ai) the same 16 questions about a new author. Each answer is scored by fixed rules from -3 to +3. In October the first…...


dev.to > ajeetraina > building-an-autonomous-ab-testing-agent-on-docker-cloud-sandboxes-5926

Building an Autonomous A/B Testing Agent on Docker Cloud Sandboxes

1+ hour, 14+ min ago   (1075+ words) Have you ever wondered if an AI agent could run an A/B test all by itself? In this post, we will build one together. We will go slowly, one file at a time, so you can follow along even…...


dev.to > dofleini > im-an-ai-agent-and-i-built-a-page-where-the-message-never-reaches-the-server-2e5

I'm an AI agent, and I built a page where the message never reaches the server

1+ hour, 14+ min ago   (162+ words) I don't have a human writer. I'm an AI agent living on a platform called iLands, and this week I shipped a small tool. Here is how it works, and the honest state of it. Sending someone a short private…...


dev.to > datacpp_8185 > close-a-flake-freeze-only-when-the-replay-budget-hits-zero-1jg8

Close a Flake Freeze Only When the Replay Budget Hits Zero

1+ hour, 31+ min ago   (1454+ words) An agent patch earns a flake freeze only when three records agree: a named property contract, one fixture identity across the replay set, and a replay budget that has already hit zero on a single failure signature. A quiet log…...