All Before You Code After Code Gen Product Decisions Packs

Pre-Build Essentials

New to pushback prompting? Start here. These four prompts cover the most common gaps in AI-assisted development: unclear requirements, scope creep, hidden dependencies, and unassessed blast radius.

Run them in order on any non-trivial ticket before touching code.

Step 1 | v1.0

Question the Ticket

Finds gaps, ambiguities, and unstated assumptions in a ticket before you start implementation.

Step 2 | v1.0

Scope Boundary Check

Identifies where a proposed change might accidentally expand beyond its intended scope and recommends clear boundaries.

Step 3 | v1.0

Blast Radius Analyzer

Maps every system, service, and data store affected by a proposed change to surface hidden risks before writing code.

Step 4 | v1.0

Dependency Risk Audit

Audits proposed changes for dependency risks including new packages, version conflicts, license issues, and supply chain concerns.