Test management examples and tips, test plans, and manual and automated testing strategies. Best-practice guides for QA teams and developers.
LatestAgentic Execution
Requirements traceability is the practice of linking high-level business goals and acceptance criteria directly to the code commits, test suites, and execution histories that verify them. In…
Mike Swindell · · 10 min read
Automation Testing
Playwright and Cucumber is a BDD testing combination that pairs Gherkin feature files with Playwright’s browser automation engine, letting teams write behavior in plain language while…
Jose Amoros · · 17 min read
Agentic QA
A Gauntlet Loop is an agentic AI workflow in which a lead agent breaks a broad goal into small, independently judgeable pieces, assigns them to specialist builder agents, and routes every…
Jose Amoros · · 21 min read
Test Case Design
Test case management is the workflow modern QA teams use to organize, version, and scale test cases far beyond anything a spreadsheet can handle. If your test suite has outgrown its…
Jose Amoros · · 10 min read
Agentic QA
An agentic Playwright framework is a Playwright test suite extended with AI agents that handle bounded work around execution: generating schema-controlled test data, analyzing failure…
Jose Amoros · · 21 min read
Software Testing
The right mix of test case types turns testing from busywork into real coverage. Start with a template to standardize your format, then let AI handle the volume so your team can spend its…
Jose Amoros · · 9 min read
AI Testing
Evaluating an AI test case builder is less about how flashy the AI looks in a demo and more about how cleanly it drops into the stack your team already runs. Score every candidate on…
Jose Amoros · · 9 min read
Gherkin Language
Well-written Gherkin test cases are the foundation of successful BDD, but sloppy scenarios wreck team collaboration and break your automation suite. The gap between good and bad Gherkin…
Jose Amoros · · 14 min read
Test Management
The right test management software connects your test plans, dev tools, and results into one system that actually keeps up with how you ship. If your tests still live in spreadsheets or a…
Jose Amoros · · 16 min read
Gherkin Language
Gherkin API testing turns REST endpoints into plain-language Given-When-Then scenarios that work as both living documentation and automated checks. Start with one feature file for your…
Jose Amoros · · 11 min read
Automation Testing
Test automation software runs your tests automatically so teams catch bugs sooner and ship faster. Start by mapping which tests actually deserve automation, then choose the tool that fits…
Jose Amoros · · 9 min read
Gherkin Language
The gap between good Gherkin examples and bad ones comes down to one thing: behavior over button-clicks. Treat each scenario as a contract for one behavior, and your feature files turn into…
Jose Amoros · · 9 min read
Agentic QA
Custom AI agents via MCP (Model Context Protocol) let an autonomous QA system reach beyond its built-in skills by connecting to external tools such as GitHub and browser automation services.…
Jose Amoros · · 17 min read
AI Testing
At a Glance CLI Coding Agents for QA: What You Actually Get Terminal-resident, repo-aware, and capable of running your entire test loop autonomously. Scope advantage: CLI agents operate…
Jose Amoros · · 17 min read
Agentic QA
At a Glance Generative AI for QA: Where Generation Ends and Orchestration Begins The real shift is not better prompts. It is better workflow design. The verification gap: According to the…
Mike Swindell · · 19 min read
Agentic QA
At a Glance Human in the Loop Testing: Where AI Ends and QA Judgment Begins The question isn’t whether to use AI in QA. It’s knowing exactly where to keep a human in control. The core risk:…
Jose Amoros · · 17 min read
Agentic QA
Pi Coding Agent is a minimal terminal coding harness built by Earendil Inc. that gives large language models direct read, write, edit, and bash access to a local codebase. It runs locally,…
Jose Amoros · · 20 min read
Agentic QA
Defect management is the end-to-end process of capturing, triaging, routing, retesting, and closing software defects before they block a release. Most teams discover bugs fast enough — the…
Jose Amoros · · 11 min read
Agentic QA
MCP server testing is the practice of validating that a Model Context Protocol server exposes the right tools, passes the right context, preserves session state across turns, and returns…
Jose Amoros · · 20 min read
Agentic QA
Gemma 4 QAT refers to Google’s quantization-aware versions of Gemma 4, designed to reduce memory use and improve local inference speed on developer machines. In a direct head-to-head…
Jose Amoros · · 18 min read
Agentic QA
Claude Code with Playwright MCP is an agentic QA workflow where Claude Code uses the Playwright Model Context Protocol server to connect a coding agent to a live browser. The agent navigates…
Jose Amoros · · 21 min read
AI Testing
AI trust in testing is the problem of deciding whether an AI system’s output is reliable enough to support release decisions, test creation, coverage analysis, or production workflows. For…
Jose Amoros · · 17 min read
Agentic QA
At a Glance Agentic Testing in CI/CD: Where the Boundary Is and How to Cross It Cleanly AI drafts the tests. Playwright runs them. The CLI governs both. The boundary is strict: Agentic tools…
Jose Amoros · · 21 min read
Agentic QA
Agentic Testing and QA is a practice in which AI agents operate directly on a project — reading files, planning tasks, generating framework code, and interacting with a browser — rather than…
Jose Amoros · · 14 min read
Agentic QA
Agentic Testing and QA describes a testing workflow where an AI coding assistant does more than answer one-off prompts. It can inspect a project directory, reason over multiple files,…
Jose Amoros · · 18 min read
Test Management
Agile teams need test case management tools that move at sprint speed, not enterprise crawl. If your current tool feels like it’s slowing your sprints down, it’s time to upgrade. Agile QA…
Jose Amoros · · 9 min read
AI Testing
Effective test automation in CI/CD pipelines blends strategy, smart tooling, and AI-assisted workflows to ship faster without breaking quality. Pick a strategy that matches your delivery…
Jose Amoros · · 12 min read
Behavior-Driven Development (BDD)
Gherkin software testing turns plain-English specifications into executable tests your whole team can read, but only when you stop treating it like a scripting language. If your feature…
Jose Amoros · · 10 min read
QA Strategy
The right QA test management system features turn QA from a bottleneck into a release-accelerator. Evaluate platforms against your actual workflow, not a generic feature checklist. Free…
Jose Amoros · · 10 min read
Integration Testing
You can write a working Gherkin test in the next ten minutes, even if you’ve never opened a .feature file before. If you’re new to behavior-driven development and want a working example…
Jose Amoros · · 10 min read
Agentic QA
AI-driven test creation cuts the most time-consuming parts of QA, freeing engineers to focus on strategy, exploration, and edge cases instead of typing the same scenarios over and over. If…
Jose Amoros · · 9 min read
New articles, testing tips and guides, once a week.
