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Building Technical Evidence: From User to Builder

7 chapters · 34 lessons

1. 1. From Tool Use to Workflow Fluency

   4 lessons

   Understand the progression from using software to designing repeatable processes that handle real-world complexity.

2. 2. Designing Workflows That Survive Reality

   5 lessons

   Learn to model inputs, processing, outputs, exceptions, and users as a system rather than a linear script.

3. 3. Version Control and Readable Code

   5 lessons

   Master Git basics and code organization so your work can be reviewed, maintained, and trusted by teams.

4. 4. Testing, Validation, and Secure Practices

   5 lessons

   Build confidence in your work by adding test cases, input validation, and secure credential handling.

5. 5. Documentation That Communicates Trust

   4 lessons

   Write readme files, decision logs, and tradeoff explanations that show you understand the problem space.

6. 6. Building Project One: Data Cleanup Automation

   5 lessons

   Create a documented script that cleans messy data, handles errors, and produces an audit trail.

7. 7. Building Project Two: Workflow Dashboard or Report Generator

   6 lessons

   Design a second artifact that demonstrates workflow fluency, user-facing output, and maintainability.