Frequently Asked Questions

What is Modulo?

Modulo is the self-hosted AI-control system of record for agentic Software Development Lifecycle (SDLC) pipelines. You define the pipelines and policies; Modulo handles pipeline execution, immutable audit, and human-in-the-loop (HITL) governance — proving who approved what agent change across every tool. See What is Modulo?.

Is it self-hosted?

Modulo runs on your infrastructure via Docker Compose. No telemetry, no data leaves your network. Air-gap capable.

What do the community tiers include?

The Community tier (Personal) is free and self-hosted: unlimited pipelines, team collaboration, community support. Team is a paid feature-gate add-on ($8,000/yr) that adds SSO (Single Sign-On), SAML (Security Assertion Markup Language), RBAC (role-based access control), audit exports, and spend limits. Team is not Enterprise, not hosted, and comes with no SLA — by design.

How are credentials handled?

Modulo encrypts connector credentials at rest with Fernet and scopes them per run. See Connectors.

Which LLM providers are supported?

Anthropic (Claude), OpenAI (GPT-4o, o-series), and any OpenAI-compatible local endpoint (Ollama, vLLM, LocalAI). You can mix providers within the same pipeline. See Model Backends.

Which tools can I connect?

GitHub, GitLab, Notion, filesystem, and any REST API via the HTTP connector adapter. See Connectors.

Can I require human approval before agents act?

Yes. HITL checkpoints pause pipeline execution for human review. See Human-in-the-Loop.

Is there an audit trail?

Modulo immutably logs every agent action, human decision, and system event. Export for compliance reviews or replay for debugging.

What stage is this?

Pre-release alpha. The platform is functional and being used in development. Breaking changes may occur. Team tier is in development.

How do I get started?

See the Installation guide. The quick start takes about five minutes with Docker Compose.