class: center ##Rapid Software Testing Part II ### Shing Lyu ??? top, middle, bottom left, center, right --- ###Agenda * How to execute tests * How to plan a test strategy for coverage * How to document the test process * How to report --- ##How to execute tests * Exploratory * Heuristics: applied, not followed --- 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) --- ##The Testing Story The backbone of Explorary Testing --- ##The Testing Story * Level 1: status of the product * Level 2: How you test it * Level 3: The value of the testing * Level 3+: Value of the stories --- If you are frustrated ## De-Focus * Find recent test patterns * Break that pattern * MFAT (multiple factors at a time) --- If you are Confused ##Focus * Simplify * Conserve States * Repeat * Return to known state * OFAT (one factor at a time) --- ##Disposable time * Learning * Thinking * Refine approaches --- ##Plunge in and Quit help you find a plan for a complex test job --- ## Test procedures * Test activity * Test cases * Test procedures * Configure * Operate * Observe * Evaluate --- ### To reach test _integrity_: Focus * known clean state * simple, deterministic * specified model * established and consisten lab procedures * specific perdictions and records * easy to reproduce --- ### To find _unexpected bug_: De-Focus * start from different states * complex actions * a variety of models * Question your procedure and tools * Open expectations * Tough test --- ###How do you test a whole product ### Use a diversified risk-based strategy --- ##Test Plan = Strategy + Logistics * Strategy: Test desin, choice of tests * Logistics: Resources allocation --- ## Making a strategy * Learn the product * Important potential problems * How to find those problem * How to find problem in general --- ##Heurisic Testing Model --- ##Diverse Half-Measures --- ## Value / Risk as a simplifying factor ###Find problems that mater --- ##Testing itself is #__risk analysis__ --- ## Cost as a Simplyfying Factor ### Quick and cheap tests --- ### Quick and Cheap tests * Clcik on Help * Monkey Test * Shoe Test * Blink Test * Resource Starvation * Crappy Configs * Multiple Instances * etc. --- ##Exactly repeat a test is impossible --- ### Should I repeat a test? * Cost vs. value * What can I gain from test I haven't performed * Try this: * Why ask the same question again? * Why ask the same question again? * Why ask the same question again? * Why ask the same question again? * Why ask the same question again? * Why ask the same question again? * Why ask the same question again? --- ##Exploiting Variation To Find More Bugs --- ###How do you record your work? ###Use concise, modular documents that help tell the testing story --- ##This should be documented... --- ##..._if_ and _when_ and _how_ it serves our purpose --- ###Problems of test documents * Distract us from real testing * Beuracratic format * Mixed information for different people in one report * No one reads it * etc. --- ####Concoise Documentation Minimizes Waste 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) --- ### Documenting Exploratory Tests * Automatic Logging (Recording) * Take Notes * Coverage * Oracles * Key procedures * Test Ideas * Bugs/Risks * Issues/Questions/Anomalies --- ### SBTM * Charter * Time Box; .footnote[60, 90*, 120 min] * Reviewable Result: .footnote[session sheet] * Debriefing: .footnote[coaching] --- ###Effective Reporting ### Learn to tell a compelling story that provokes the right questions --- ###Reporting Considerations * Reporter safety * Client * Rules * Significance of report * Subject of report * Other agents reporting * Medium * Precision and confindence level --- ### The Dashboard * Always visiable * "Do Not Erase" * Up-to-date --- 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) --- ###Areas * 15~30 top-level areas * Roughly equal value * Minimize overlap --- ### Test Effort * None * Start * Low * High * Pause * Blocked * Ship --- ### Test Coverage * 0 * 1: Sanity * 1+ * 2: Common & Critical * 2+ * 3: Complex Cases --- ### Quality Assessment * :-) * :-| * :-( * Comments: bug ID, reason for pause or blocking --- ###Time * Update 2-5 times/week or at each build * Progress & Reset --- ###Rapid testing is a personal discipline, it requires practive, but no one's permission --- ###Conclusion * Focus on the tester's mind * Deal with complexity * Tell a compelling testing story * Test skill through practice * Use heuristics * Be a service * Consider cost vs. value * Diversify the team and tatics * Manage the focus of your work * Conext driven