developer-churn

Why developers leave and how to win them back — understanding, preventing, and recovering from churn.

What It Does

Helps you understand the real reasons developers churn, build early warning systems to identify at-risk users, conduct effective exit interviews, and run win-back campaigns that respect developer intelligence.

When to Use

Churn rate is higher than you'd like
Need to understand why developers are leaving
Building an at-risk user detection system
Creating win-back campaigns
When you say "why developers leave," "churn rate," "at-risk users," or "win-back"

Quick Start

/developer-churn

Help me understand why developers are churning from our API product.
We've had 15% churn last month and I need to figure out the causes.

The 6 Reasons Developers Churn

Reason	Actionable?	Your Move
DX Issues	Yes	Fix docs, SDKs, quickstarts
Pricing Friction	Yes	Adjust pricing, add free tier
Superior Alternatives	Partially	Compete on value, not FUD
Project Death	No	Accept it, move on
Integration Failure	Yes	Add integrations, improve guides
Involuntary (Payment)	Yes	Better dunning, card updater

Key Principles

Developers don't leave because of price — they leave because of friction
Support tickets are warning signs, not engagement
Don't try to win back project-death churners
Lead with value in win-back, not discounts
Fix involuntary churn first — it's often 20-40% of total

Files

File	Description
`SKILL.md`	Full skill instructions

At-Risk Detection

Build a health score from:

API call trends (30%)
Login frequency (20%)
Feature adoption (20%)
Support sentiment (15%)
Billing health (15%)

Templates Included

Exit survey email
Exit interview questions
Win-back sequence (3 emails)
Dunning sequence (4 emails)
At-risk alert format

Tools

Octolens — Monitor competitor switches and developer sentiment
Segment — Usage tracking for health scores
Amplitude — Cohort retention analysis
Stripe — Dunning management

developer-audience-context — Understand alternatives
developer-email-sequences — Re-engagement emails
competitor-tracking — Monitor competitive landscape
developer-onboarding — Prevent churn at the source

2.4 KiB Raw Blame History