Playbooks

Short notes on how I currently approach technical work while learning and building.

Project Structure

• Start with a clear problem and constraints.
• Separate experiments from stable code.
• Keep folders, configurations, and naming simple.
• Document assumptions early.

Experiments & Evaluation

• Fix seeds and log configurations.
• Track failures, not just successes.
• Prefer fewer, well-understood experiments.

Automation & Security Mindset

• Automate only after understanding the manual workflow.
• Prefer small scripts over complex frameworks.
• Be explicit about trust boundaries and data exposure.