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The Full Funnel

Connect landing page to email to analytics end-to-end. Complete marketing automation.

35 mins4 practical stepsintermediate

Make this practical

Work through each step by writing and testing actual code. Never accept an agent or model output without running the tests and checking the diff.

Hands-on step sequence

  1. 1

    Define concrete inputs, outputs, and constraints before touching the keyboard.

    Hint: Specify error handling and edge cases up front.

    Check: Clear definition of done established.
  2. 2

    Build the minimal viable core and verify with real data.

    Hint: Avoid premature abstraction; get a working pipeline first.

    Check: End-to-end flow verified.
  3. 3

    Write automated checks and tests to guard against regressions.

    Hint: Test the failure paths, not just the happy path.

    Check: Automated verification passing.
  4. 4

    Audit the implementation with Second Opinion before shipping to production.

    Hint: Check for unhandled exceptions, hardcoded credentials, and missing bounds.

    Check: Zero critical audit findings.