Migrating from GitHub to Amplitude
GitHub scores 4.7/5 on G2 — 0.2 points ahead of Amplitude (4.5/5). If you're making the switch, here's how to migrate your team from GitHub to Amplitude step by step.
At a Glance
- Dominant platform for source control and collaboration — used by 100M+ developers, making it the de facto standard for open-source and most commercial software teams
- GitHub Copilot is the leading AI coding assistant, deeply integrated into the platform with code completion, PR summaries, chat, and workspace planning
- GitHub Actions provides powerful, flexible CI/CD built directly into the repository with a massive ecosystem of community-authored actions
- Best-in-class behavioral analytics with powerful event segmentation, funnel analysis, and retention charts that go far deeper than Google Analytics
- Generous free Starter plan with up to 50,000 MTUs — enough for many early-stage startups to use without paying
- AI-powered natural language querying (Ask Amplitude) enables non-technical PMs and stakeholders to get insights without writing queries
You leave behind
- −roadmapping
- −sprint planning
- −backlog management
Migration Steps
Audit and export your current workspace
Before touching Amplitude, document what lives in GitHub: projects and tasks, custom fields, automations, integrations, and team permissions. Export a full CSV backup — most tools support this from Settings → Export. Pay particular attention to any custom fields and workflow automations that your team relies on daily.
Set up your Amplitude workspace
Create your Amplitude workspace and replicate your project structure using tasks and projects. Start with the free tier — it covers the core workflow before you commit to a paid plan. Run with a single pilot team before migrating everyone.
Map your workflow equivalents
Find the closest Amplitude equivalent for each GitHub feature your team relies on. projects and tasks in GitHub maps to tasks and projects in Amplitude. Amplitude supports custom fields — recreate your GitHub field schema here first. Prioritise the critical path: task creation, status tracking, and assignment.
Import your data
Amplitude supports CSV import for tasks and projects and has 35+ native integrations. After importing, rebuild your key automations — Amplitude's automation engine can replicate most rules you had in GitHub. Start with your most active project rather than importing everything at once.
Onboard your team
Run a 30-minute walkthrough covering the daily workflow: how to create tasks and projects, update status, and find your board. Expect a moderate ramp — most engineers and PMs hit their stride within a week. The biggest adjustment is usually the project hierarchy.
Run GitHub in parallel for two weeks
Keep GitHub read-only while your team works primarily in Amplitude. This reduces risk and lets people reference historical context — old decisions, archived tickets, past sprint data — without slowing the migration. After two weeks with no new work going into GitHub, archive the workspace and make Amplitude the official home.
Ready to switch?
Read the full Amplitude review for pricing, integrations, and team fit details.