FOR OPEN SOURCE

Architecture Intelligence

Maintain clarity across thousands of contributors.
Always free.

Try: Backstage, Kubernetes, OpenTelemetry, React

Start small, scale confidently

rkito isn't just for massive projects. Start documenting your architecture from day one—even as a solo developer.

Solo Developer / New Project

Design as you build

You're the only developer today. Document your architectural decisions as you make them. When your second contributor arrives—whether that's in a week or a year—they'll understand your design choices immediately.

The benefit: Your future self (and future contributors) won't have to reverse-engineer your thinking. Your architecture is documented from commit one.

"I wish I had documented why I chose this pattern six months ago. Now I have three contributors and we're all confused."

— Every developer who waited

Small Team (2-10 Contributors)

Align before you drift

Your team is small enough to communicate verbally. But verbal decisions disappear. New contributors don't hear the conversations. Patterns diverge quietly.

The benefit: Capture those verbal decisions as lenses. Now everyone—current and future—follows the same patterns. Your small team builds with the consistency of a large one.

"We're only five people, but we already have three different ways of handling state. It's getting messy."

— Teams at the inflection point

The rkito philosophy

We're not opinionated about whether you're agile, waterfall, or something else. But we are opinionated about this:

Design

Steer

Iterate

Design your architecture. Make intentional decisions. Steer as code evolves to keep it aligned. Iterate and improve. Repeat.

This works whether you ship daily or monthly, work solo or with hundreds. The cycle matters. The methodology doesn't.

Built for projects like these

Complex architectures that need structured governance

Spotify / CNCF
Pilot Initiative

Backstage

Open platform for building developer portals

Architectural Challenge

"Plugins built in that ecosystem are less consistent, which is bad for people using them" - making plugin architecture standards consistent across 200+ community plugins

24.5k stars
View on GitHub
CNCF
Planned Engagement

Kubernetes

Production-grade container orchestration

Architectural Challenge

"Sheer size of the codebase" and coordinating architectural decisions across 100+ repos, multiple SIGs, and ensuring standards are followed across massive contributor base

105k stars
View on GitHub
CNCF
Planned Engagement

OpenTelemetry

Vendor-neutral observability framework

Architectural Challenge

"The maturity of documentation, specification, libraries, and collector varies" - coordinating architectural standards and semantic conventions across 15+ independent language SDK implementations

15k stars
View on GitHub

The challenge

Common architectural problems in large open source projects

Architecture drift at scale

With hundreds of contributors, maintaining consistent architectural patterns becomes impossible. Each PR introduces subtle deviations that compound over time.

Projects with 100+ contributors, multiple repos, plugin architectures

Maintainer burden

Core maintainers spend hours reviewing PRs for architectural compliance. Feedback is often verbal or scattered across issues, not systematized.

Review time increases linearly with contributors

Lost institutional knowledge

When maintainers leave, architectural decisions go with them. New maintainers struggle to understand "why" behind patterns.

Documentation quickly becomes outdated

Slow contributor onboarding

New contributors don't know architectural patterns. They submit PRs that require extensive rework, frustrating everyone.

First-time contributors need weeks to learn patterns

How it works

Structured architectural review. Zero friction. Humans always in control.

01

Define architecture

Map components. Create lenses from your design principles and best practices.

02

PR created

Developer creates PR. rkito identifies affected components automatically.

03

Human review

Maintainer reviews against architectural checklists. Manual today, AI-assisted soon.

04

Merge or track

Approve cleanly, or accept with tracked exceptions. Debt managed transparently.

Manual review today, AI-assisted tomorrow

Currently, maintainers review architectural changes manually using structured checklists. Soon, AI will help pre-analyze code and suggest answers—but humans always make the final decision. Our philosophy: Architecture requires human judgment. AI assists, humans govern.

Setup takes 30 minutes • Always free for open source

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Maintain architectural clarity at any scale