Quick Context Analysis:

• Mission: "Find important problems fast enough to matter" (not "execute test cases")
• Risk: Safety-critical = high rigor; internal tool = lighter touch
• Constraints: Startup with tight timeline ≠ enterprise with compliance
• Skills: Novice needs structure; expert adapts intuitively

Critical Success Factors:

• No "best practices" work everywhere - only good practices in context
• Testing is investigation, not script execution
• Context changes; your approach should too

Quick Reference Card

When to Use

• Making testing decisions for new project
• Questioning "that's how it's done" dogma
• Adapting approach to specific constraints
• Exploratory testing sessions

Seven Context-Driven Principles

1. Value of any practice depends on its context
2. Good practices in context, no universal best practices
3. People working together are most important
4. Projects unfold in unpredictable ways
5. Product is a solution - if problem not solved, product fails
6. Good testing is challenging intellectual work
7. Judgment and skill determine right things at right times

Context Factors

RST Heuristics

Context-Driven Decisions

Example: Test Automation Level

Startup Context:

• Small team, rapid changes, unclear product-market fit
• Decision: Light automation on critical paths, heavy exploratory
• Rationale: Requirements change too fast for extensive automation

Enterprise Context:

• Stable features, regulatory requirements, large team
• Decision: Comprehensive automated regression suite
• Rationale: Stability allows automation investment to pay off

Example: Documentation

Regulated (FDA/medical):

• Decision: Detailed test protocols, traceability matrices
• Rationale: Regulatory compliance isn't optional

Fast-paced startup:

• Decision: Lightweight session notes, risk logs
• Rationale: Bureaucracy slows more than it helps

Investigation vs. Checking

Red Flags: Not Context-Driven

• Follow process "because that's how it's done"
• Can't explain why you're doing something
• Measure test cases executed, not problems found
• Test plan could apply to any project
• Stop thinking once you have a script

Agent-Assisted Context-Driven Testing

// Agent analyzes context and recommends approach
const context = await Task("Analyze Context", {
  project: 'e-commerce-platform',
  stage: 'startup',
  constraints: ['timeline: tight', 'budget: limited'],
  risks: ['payment-security', 'high-volume']
}, "qe-fleet-commander");

// Context-aware agent selection
// - qe-security-scanner (critical risk)
// - qe-performance-tester (high volume)
// - Skip: qe-visual-tester (low priority in startup context)

// Adaptive testing strategy
await Task("Generate Tests", {
  context: 'startup',
  focus: 'critical-paths-only',
  depth: 'smoke-tests',
  automation: 'minimal'
}, "qe-test-generator");

Agent Coordination Hints

Memory Namespace

aqe/context-driven/
├── context-analysis/*    - Project context snapshots
├── decisions/*           - Testing decisions with rationale
├── discoveries/*         - What was learned during testing
└── adaptations/*         - How approach changed over time

Fleet Coordination

const contextFleet = await FleetManager.coordinate({
  strategy: 'context-driven',
  context: {
    type: 'greenfield-saas',
    stage: 'growth',
    compliance: 'gdpr-only'
  },
  agents: ['qe-test-generator', 'qe-security-scanner', 'qe-performance-tester'],
  exclude: ['qe-visual-tester', 'qe-requirements-validator']  // Not priority
});

Practical Tips

1. Start with risk assessment - List features, ask: How likely to fail? How bad? How hard to test?
2. Time-box exploration - 2 hours checkout, 30 min error handling, 15 min per browser
3. Document discoveries - Not "Enter invalid email, verify error" but "Payment API returns 500 instead of 400, no user-visible error. Bug filed."
4. Talk to humans - Developers, users, support, product
5. Pair with others - Different perspectives = different bugs

Related Skills

• agentic-quality-engineering - Context-aware agent selection
• holistic-testing-pact - Adapt holistic model to context
• risk-based-testing - Context affects risk assessment
• exploratory-testing-advanced - RST techniques

Remember

Context drives decisions. No universal best practices. Skilled testers make informed decisions based on specific goals, constraints, and risks.

You're not a test script executor. You're a skilled investigator helping teams build better products.

With Agents: Agents analyze context, adapt strategies, and learn what works in your situation. Use agents to scale context-driven thinking while maintaining human judgment for critical decisions.