DriftlessAF is an agentic framework that enables bots to use traditional and agentic AI eval approaches for reconciliation automation at massive scale.
DriftlessAF consists of Terraform modules for the event-driven reconciliation infrastructure and Go packages for the agentic foundation.
The Terraform modules include the generic core reconciler, a multi-regional work queue, and a reconciler for resources at specific paths in GitHub repositories.
The Go packages include executors for Google Gemini and Anthropic Claude, evaluators for tracing and metrics, and Go libraries to facilitate reconciliation across GitHub repositories, OCI containers, and APK packages.
Using DriftlessAF you can configure the desired state, configure reconciler bots, and affected system, such as source code in GitHub repositories. The framework can then monitor state and the traditional and agentic AI reconciler bots can queue work items and the automated processing will avoid any drift off the desired state.
Chainguard uses DriftlessAF as the foundation for numerous custom reconciler bots in Chainguard Factory. The factory is used to build and maintain over 2000 unique containers, hundreds of thousands of package versions, and hundreds of CVE patch backports. DriftlessAF replaces a legacy event-driven architecture and is critical to achieve the necessary efficiency and reliability at scale.
The work queue is fed by events and tackled by a large number of bots. They constantly reconcile the discovered state changes from code repositories, security feeds, and other sources to the desired state - up to date containers with zero known CVEs.
- terraform-infra-reconcilers provides Terraform modules for the reconciler infrastructure
- go-driftlessaf provides Go implementations for LLM execution and evaluation in the framework and libraries to facilitate reconciliation across GitHub repositories, OCI containers, and APK packages.
The DriftlessAF open source project provides a production-grade framework for your own use. Note that the project is primarily offered for read-only access, inspection, and expansion with your own bots for your specific use cases.
We currently do not have plans for community calls or active community development. Contact us if you use DriftlessAF or are interested in further collaboration and contribution.
- Find us to chat live on the
questionschannel in the Chainguard Community on Slack - Ask questions and discuss related topics such as bug fixes or feature proposals on GitHub discussions