Bug Hunting Mastery
Cross-cutting bug hunter track: write reports that move, triage P0–P3 messes, route ownership, RCA product bugs vs flakes, plus exploratory and AI-assisted hunting. Decision practice first — syntax second.
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Master the art of identifying, describing, and reporting software bugs like a pro. Learn bug types, severity levels, reproduction steps, and the exact structure that gets issues fixed fast — essential for any QA career.
1. Spotting Bugs: Know What to Look For
2. Writing Reports Developers Love to Fix
Learn the minimum viable report, impact language, and a developer-trusted structure. Compare weak vs strong reports on a real checkout CTA defect, build a personal rubric, and complete a full assessment — reports that move tickets, not diary entries. Lab format.
1. Report Craft Foundations
2. Compare and Upgrade
Practice severity vs priority, blast-radius triage, containment, and stakeholder-ready sequencing on a realistic Friday backlog. Case studies, frameworks, vocabulary, section checks, and a full assessment — defend P0–P3 calls like a trusted QA. Lab format.
1. Triage Foundations
2. Friday Backlog Lab
3. Habits and Communication
Learn to spend scarce QA time on real harm: impact, likelihood, detectability, and cost. Practice a half-time release lab, name residual risk, and defend conscious skips — the craft behind “decide what to test.” Lab-ready frameworks with vocabulary and assessments.
1. Risk Foundations
2. Half-Time Lab and Communication
Equivalence partitions, boundaries, decision tables, and pairwise — practical techniques to choose high-value cases. Lab on a coupon field, vocabulary, and assessment. The craft layer behind “decide what to test,” not random clicking or AI volume.
1. Design Foundations
2. Coupon Field Lab
Build a human verification rubric for AI-generated test plans: intent, coverage holes, oracles, flake bait, scope honesty, and environments. Critique a frozen checkout plan, practice rewrites, learn vocabulary, and complete a full assessment — AI drafts; you own the verdict. Lab format.
1. Verifier Foundations
2. Critique and Rewrite Lab
Practice priority under real capacity: enterprise SSO, PII containment, CI enabler work, irreversible admin actions, and stakeholder queue communication. Stories, frameworks, vocabulary, scenarios, and a full assessment — defend sequencing like a lead. Lab format.
1. Capacity and Risk Foundations
2. Sprint Capacity Lab
Build an ownership map, craft handoffs that prevent ping-pong, and route realistic backlogs across FE, BE, mobile, platform, security, and support. Stories, vocabulary, escalation practice, and a full assessment. Lab format.
1. Routing Foundations
2. Routing Lab and Escalation
Learn five-move RCA and distinguish product races from isolation flakes. Practice on two incident narratives, prevent recurrence, and communicate clearly. Stories, vocabulary, scenarios, and a full assessment — detectors are not root causes. Lab format.
1. RCA Foundations
2. Narratives Lab and Prevention
Master the complete defect lifecycle — classification, reporting, root cause analysis, tracking, verification, prevention, and metrics. The skills that turn QA into a proactive quality driver.
1. Defect Basics: Understand & Prioritize
2. Defect Tracking: Tools & Data
3. Advanced: Resolution & Prevention
Master the art of creative, unscripted testing — uncover hidden bugs, usability issues, and real user pain that automation and scripted tests overlook.
1. Intro to Exploratory: Testing Without Scripts
2. Techniques: Structured Ways to Explore
3. Application: Exploratory in Action
Learn how to use AI to supercharge exploratory testing — generate powerful charters, fresh angles, session ideas, risk hypotheses, and creative ways to break the product.
1. Why AI Is Extremely Powerful for Exploratory Testing
2. Application: Using AI Charters in Real Exploratory Sessions
Master the art of creating high-quality bug reports using AI — turn vague symptoms into precise, reproducible, prioritized reports that developers love and fix quickly.
1. Foundations: AI-Assisted Reporting
2. Precision Steps & Evidence
3. Auditing Your Reports with AI
Master manual API testing — REST principles, HTTP methods, response validation, positive/negative/boundary cases, basic security, Postman workflows, and real-world error handling.
1. API Principles: The Foundation of Backend Communication
2. Testing Methods: Positive, Negative & Boundaries
3. Application: Real-World API Testing
Become the guardian who catches vulnerabilities before hackers do. Master OWASP Top 10 automation, shift-left security in CI/CD, use ZAP/Burp programmatically, handle false positives like a pro, test APIs for broken auth & injection — and build pipelines that fail fast on critical risks. 2025-2026 SDET security standards included.
