Question 1

What is Mythrilite?

Accepted Answer

Mythrilite is an AI-powered engineering management platform that tracks the full progression of features and projects from inception to delivery. It backfills historical data to understand past velocity, forecasts future timelines, and helps engineering teams grow developers and place them on projects with precision.

Question 2

How does Mythrilite track feature and project progression?

Accepted Answer

Mythrilite connects to your GitHub or GitLab repositories to analyze the complete lifecycle of features and projects. It backfills historical data to establish baseline velocity metrics, tracks current progress against schedule (ahead, behind, or on track), and forecasts delivery timelines based on team capacity.

Question 3

What is historical data backfill and why is it important?

Accepted Answer

Historical data backfill means Mythrilite analyzes your past repository activity to understand how your team has performed over time. This establishes velocity baselines, identifies patterns in delivery, and provides context for forecasting future project timelines accurately.

Question 4

How does skills-based developer placement work?

Accepted Answer

Mythrilite analyzes each developer's code contribution patterns to identify their strengths in areas like architecture, debugging, or rapid feature delivery. When new projects come up, it recommends optimal developer-project matches based on skill fit, growth goals, and current capacity.

Question 5

Can Mythrilite forecast project delivery timelines?

Accepted Answer

Yes, Mythrilite uses historical velocity data and current team capacity to forecast when features and projects will be delivered. It shows which items are ahead, behind, or on schedule, and identifies potential bottlenecks before they impact delivery.

Question 6

Is my code safe with Mythrilite?

Accepted Answer

Yes, Mythrilite uses a privacy-first approach. We only analyze metadata and diffs - your proprietary logic stays safe. We never store your actual source code, only aggregated metrics and insights about project progression.

Question 7

What integrations does Mythrilite support?

Accepted Answer

Mythrilite integrates with GitHub and GitLab for code and project analysis. It analyzes commits, pull requests, code reviews, and project timelines from your repositories to track feature progression.

Question 8

How quickly can I get started with Mythrilite?

Accepted Answer

You can connect your GitHub organization and start seeing insights within minutes. Mythrilite automatically backfills your repository history to build comprehensive project progression views and engineering ROI dashboards.