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Checklist · Code Generation

Code Generation Launch Checklist for 2026

Code generation launches succeed with intentional planning, not just engineering effort. This checklist walks you through three phases—Foundation, Execution, and Launch & Review—so your team ships with clear direction and measurable results. [launch guides](/resources/launch-guides)

9 checklist items Updated from migrated LaunchTry SEO content

Phase 01

Foundation

3 tasks
  • c1
    medium1 week

    Define goals and KPIs (Code Generation)

    Set SMART goals early: target adoption rate, code quality metrics, team velocity gains and how you'll measure success weekly.

  • c2
    high2-3 days

    Identify target audience (Code Generation)

    Identify which teams, roles or project types will use your code generation tool first—API backends, frontend scaffolding, test generation.

  • c3
    medium1 week

    Audit current state (Code Generation)

    Document your current code workflow, pain points where manual boilerplate slows you down, and where AI-assisted generation could save the most time.

Phase 02

Execution

3 tasks
  • c4
    critical1 day

    Prioritize high-impact tasks (Code Generation)

    Rank tasks by impact on time-to-first-output: model selection, prompt templates, safety guardrails for generated code.

  • c5
    critical1 day

    Assign owners and deadlines (Code Generation)

    Assign code generation pilot owners, set weekly check-ins and define the point person for API integration and model updates.

  • c6
    medium1 week

    Set up tracking (Code Generation)

    Wire up logging to track generated vs. manual code, debugging time saved and code quality drift over time.

Phase 03

Launch & Review

3 tasks
  • c7
    high2-3 days

    Ship and verify (Code Generation)

    Ship to a pilot group, watch for code quality issues and gather feedback on the generated output before rolling out to everyone.

  • c8
    medium1 week

    Measure against KPIs (Code Generation)

    Measure velocity lift, time saved per developer and whether generated code reduced bugs or added technical debt.

  • c9
    critical1 day

    Iterate on results (Code Generation)

    Collect feedback loops—what prompt templates worked best, which generation patterns failed, what missing features came up.

Pro tips

  • Tackle critical items first
  • Review the checklist weekly
  • Adapt phases to your code generation context