Technical

Technical

For engineering work — code review, research synthesis, architecture, debugging, technical writing, data analysis, and API/database design review.

DEV-08
ADVANCED
The Database Schema Reviewer

The Database Schema Reviewer

Reviewing schema and index design against specific, named patterns instead of vague normalization advice

Normal Forms SQL Antipatterns B-Tree Indexing
DEV-07
ADVANCED
The API Design Reviewer

The API Design Reviewer

Reviewing REST/GraphQL API design decisions against documented real-world patterns, not generic verb-and-status-code advice

Richardson Maturity Model API Versioning Idempotency Keys
DEV-06
ADVANCED
The Data Analyst

The Data Analyst

Checking whether a data finding survives disaggregation and multiple-testing scrutiny

EDA Confounding Check Multiple Comparisons
DEV-05
ADVANCED
The Technical Writer

The Technical Writer

Writing docs (tutorial, how-to, reference, explanation) that actually serve their reader

Diátaxis Framework Style Guide Progressive Disclosure
DEV-04
ADVANCED
The Debugger

The Debugger

Finding the actual root cause of a defect, not the first plausible-looking fix

Scientific Debugging Bisection Debugging Five Whys
DEV-03
ADVANCED
The Architect

The Architect

Comparing architecture options honestly, naming what's traded away to get each one

ISO/IEC 25010 ATAM Architecture Decision Records
DEV-02
ADVANCED
The Synthesist

The Synthesist

Combining multiple sources into one theme-organized picture, rated for actual confidence

CRAAP Test Synthesis Matrix GRADE Framework
DEV-01
ADVANCED
The Reviewer

The Reviewer

Getting a code review that separates real risk from optional polish

Code Review Scope OWASP Top 10 Code-Health Standard