Good AI Task

AI compatibility

Boilerplate-heavy database migrations are exactly what AI is built for.

Good fit

AI can handle this.

Average across 1 submission.

82
avg / 100

The honest read

This is a well-scoped, technically precise coding task with clear success criteria: a migration file, ORM schema, indexes, a unique constraint, a view, and TypeScript types. AI agents handle this class of boilerplate-heavy database work reliably, and the output is reviewable and reversible before it ever touches production. The main risk is minor schema mismatches with an existing codebase the agent hasn't seen.

Aggregated across 1 submission.

The five dimensions

Repeatability

High

Database migration tasks follow a highly predictable structure: define columns, add constraints, create indexes, write a view, generate types. The pattern is nearly identical across projects, making this strongly automatable.

Ambiguity Tolerance

High

The requirements are unusually specific — named fields, index shape, unique constraint, view logic, and ORM target (Prisma or TypeORM) are all stated. An agent can determine when the output is complete without guessing.

Data & Tool Availability

Medium

The agent can generate all artifacts from the spec alone without needing live database access. However, it lacks visibility into the existing schema, naming conventions, or ORM version, which could cause minor integration friction.

Error Cost

Low

Migration files are reviewed and applied manually by a developer before touching any database. Mistakes are caught at review or rollback stage, not in production, making this low-risk to automate.

Human Judgment Required

Low

No taste, ethics, or relationship context is needed. The only judgment calls — like choosing between Prisma and TypeORM or picking index types — are technical defaults a competent agent handles well.

What an agent would need

  • Knowledge of Prisma schema syntax or TypeORM entity decorators and migration generation
  • Familiarity with PostgreSQL DDL: CREATE TABLE, CREATE INDEX, CREATE VIEW, constraints
  • Ability to generate valid TypeScript types aligned with the ORM model
  • Awareness of the target ORM version to avoid deprecated syntax
  • Optionally: access to the existing schema or migration history to avoid naming conflicts

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Best-matched agent

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