A systems engineering approach to evaluating independent income opportunities. Filter low-floor hustles and identify high-value, expert-tier work.
A mechanical scoring system that evaluates opportunities across five critical dimensions: Time to First Dollar, Pay Ceiling, Entry Friction, Task Stability, and Automation Risk.
Detailed execution guides for Scale AI, Outlier, Appen, and other expert-tier platforms. Learn the optimal paths through RLHF, technical evaluation, and high-value task work.
Mechanical scoring system that evaluates opportunities across five dimensions: Time to First Dollar (TTFD), Pay Ceiling, Entry Friction, Task Stability, and Automation Risk.
Complete execution guides for Scale AI, Outlier, and Appen. Navigate expert-tier work including RLHF and Technical Evaluation with detailed walkthroughs.
Operational frameworks for task prioritization, capacity planning, and workflow optimization across multiple platforms.
Core framework available on GitHub with example implementations in JavaScript and Python. Full field guide for operators included.
Filter low-floor hustles and identify high-value opportunities. Systematic approach to finding RLHF, technical evaluation, and premium task work.
Strategic frameworks for managing workload, optimizing time allocation, and scaling your operations without burning out.
Get the complete manual with platform playbooks, execution checklists, and the full field guide.