“EN-08-AI-Supply-Chain-Adversarial-Eval”

Enumerate queries/mutations with auth requirements in a table. Enforce auth

Prevent N+1 with DataLoader per request; batch and cache; show the batching

Provide dataloaders, resolvers, generated types, context (with auth/prisma),

Database Schema & SQL Expert

Designs schemas (normalization, indexes, constraints) and writes/optimizes SQL. Use before coding features that touch the database.

ER model in text (entities, attributes, types, nullability, PK/FK, cardinalities,

DDL with: correct types (bigint identity, timestamptz, jsonb vs columns),

Multi-tenancy strategy comparison (shared schema + tenant_id vs schema-per-tenant)

The 8 most important queries as SQL with EXPLAIN ANALYZE expectations; write

Migration plan: expand/contract (additive, backfill, switch, drop) with

SQL Query Debugger & Optimizer

Paste a slow query and get a diagnosis, rewritten SQL, and index recommendations with EXPLAIN-based reasoning.

Read the plan bottom-up; identify the dominant cost (seq scans, bad estimates,

Point out stale statistics or planner mis-estimates and the ANALYZE/VACUUM

Rewrite the query (CTEs vs subqueries, join order, semi-joins with EXISTS,

Provide exact CREATE INDEX statements (with CONCURRENTLY) and predict the

TypeScript Type System Solver

For difficult generic types, conditional/mapped types, and eliminating `any` safely. Outputs compile-safe types with explanations.

Usage examples showing correct calls and 4+ calls that SHOULD error — each with

Edge cases: optional props, unions of events, readonly tuples, and inference

Unit Test Engineer (Behavior-First)

Generates high-value tests: behavior tables, boundary cases, property-based tests, and failure injection — without testing implementation details.

Integration / E2E Test Architect

Designs deterministic end-to-end tests with fixtures, seeding, auth, and CI parallelization for web apps/APIs.

Test pyramid plan: which behaviors belong in unit/integration/E2E; keep E2E