Prelint

Business Logic

Detects when AI changes pricing, discount, or billing rules without understanding financial impact, such as switching from vendor currency to customer currency.

Compliance

Identifies when AI stores data, skips consent flows, or breaks retention rules, like adding a user activity log with IP addresses but no retention policy.

Tooling & Infrastructure

Flags when AI introduces new vendors or dependencies (e.g., Twilio) that conflict with existing standards (e.g., AWS SNS), preventing duplicate spending.

Domain Language

Catches when AI uses generic industry terms ("seller," "vendor," "partner") instead of established internal language ("merchant"), splitting concepts and confusing teams.

Scope Creep

Prevents AI from building features nobody asked for, like adding a full i18n framework for 12 languages when the product only serves English-speaking users.

Strategic Drift

Stops AI from building off-roadmap features, such as creating a public REST API with versioning and OAuth for an internal dashboard.

Pull request spec review

Automatically checks every pull request against your product specifications to catch misalignment before it ships.

Business logic validation

Flags AI changes that alter pricing, discount, or billing rules without understanding financial impact, like FX exposure shifts.

Compliance enforcement

Detects when AI stores data, skips consent flows, or breaks retention rules, such as storing IP addresses without a retention policy.

Tooling consistency check

Identifies when AI introduces new vendors or dependencies that conflict with existing standards, preventing duplicate infrastructure costs.

Domain language alignment

Catches when AI uses generic industry terms instead of your established internal language, splitting concepts that should be unified.

Scope creep detection

Prevents AI from building features not requested, like adding internationalization for a US-only product.

Strategic drift prevention

Stops AI from building off-roadmap features, such as creating public APIs for internal tools.

Suggested fix generation

Provides specific fixes for detected issues, like storing fare in vendor currency instead of converting it at booking time.