ai-workspace-services/qmd
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
7c17c8bcce
qmd/test/eval-docs/product-launch-retrospective.md
Tobi Lutke 945d4b4572
Add 6 synthetic evaluation documents 
Topics covered:
- API design principles
- Startup fundraising memo
- Distributed systems overview
- Product launch retrospective
- Machine learning primer
- Remote work policy

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2025-12-21 13:10:35 -04:00

2.5 KiB
Raw Blame History

Product Launch Retrospective: Project Phoenix

Date: November 2024 Facilitator: Product Team Attendees: Engineering, Design, Marketing, Sales

Context

Project Phoenix was our Q3 initiative to launch a new analytics dashboard. The feature shipped on September 15th after a 4-month development cycle.

What Went Well

1. Cross-functional Collaboration

The weekly sync between engineering, design, and product prevented misalignment. Design reviews caught issues early, saving significant rework.

2. Beta Program

Our 20-customer beta program identified 47 bugs before launch. Customer feedback directly shaped the final UI.

3. Documentation

Engineering wrote comprehensive API docs. The developer portal received positive feedback from partners.

4. Launch Metrics

  • Day 1 adoption: 34% of active users
  • Week 1 retention: 67%
  • NPS from early users: +42

What Could Have Gone Better

1. Timeline Pressure

The original June deadline was unrealistic. We cut corners on test coverage (only 62% vs. our 80% target).

2. Performance Issues

Initial load time was 4.2 seconds. We had to hotfix performance optimizations in week 2.

3. Mobile Experience

Mobile was deprioritized. The responsive design has usability issues on smaller screens.

4. Sales Enablement

Sales team wasn't trained until launch day. Early deals had inconsistent positioning.

Key Metrics Post-Launch

Metric Target Actual Status
MAU 10,000 12,400 Exceeded
Avg Session Duration 5 min 7.2 min Exceeded
Error Rate <0.1% 0.3% Missed
Support Tickets <50/week 73/week Missed

Action Items

  1. Testing: Establish minimum 75% coverage for all new features

    • Owner: Engineering Lead
    • Due: December 1st

  2. Performance Budget: Add performance gates to CI/CD

    • Owner: Platform Team
    • Due: December 15th

  3. Mobile-First: Require mobile designs before development starts

    • Owner: Design Lead
    • Due: Immediate

  4. Sales Training: Build 2-week lead time for enablement

    • Owner: Product Marketing
    • Due: Next launch

Lessons Learned

  1. Beta programs are invaluable - expand to 30+ customers
  2. Performance testing should be part of definition of done
  3. Cross-functional alignment works - keep the weekly syncs
  4. Documentation pays off - developers loved the API docs

Follow-up

Schedule 30-day post-launch review for October 15th to assess long-term adoption patterns.