Repositories

AgentOps is composed of eight repositories, each with a focused responsibility. All container images are published to ghcr.io/samyn92/ and Helm charts to ghcr.io/samyn92/charts/.

agentops

Purpose: Central documentation hub (this site).

• Hugo site with the Docsy theme
• Architecture docs, CRD reference, guides, and project information
• No runtime artifacts

Repository: github.com/samyn92/agentops

agentops-core

Purpose: Kubernetes operator that manages the full lifecycle of AI agent workloads.

• 6 CRDs: Agent, AgentRun, AgentTool, AgentResource, Channel, Provider
• Reconciles Agent CRs into Deployments (daemon) or Job templates (task) with sidecars, storage, networking, and MCP tool injection
• Handles delegation orchestration, concurrency control, and schedule-based runs
• Built with kubebuilder

Key tech: Go, kubebuilder, controller-runtime Image: ghcr.io/samyn92/agentops-operator Current version: v0.8.1 (~70 commits) Repository: github.com/samyn92/agentops-core

agentops-runtime

Purpose: Standalone Go binary that powers AI agent pods.

• Built on the Charm Fantasy SDK
• Three-layer memory system (working, short-term, long-term) backed by agentops-memory
• MCP tool integration via stdio transport
• Fantasy Event Protocol (FEP) streaming for the console
• Kubernetes-native agent orchestration and delegation

Key tech: Go, Charm Fantasy SDK, MCP stdio, FEP/SSE Image: ghcr.io/samyn92/agentops-runtime-fantasy Current version: v0.8.2 (~56 commits) Repository: github.com/samyn92/agentops-runtime

agentops-console

Purpose: Web console for interacting with agents, viewing traces, and managing memories.

• Go Backend-for-Frontend (BFF) proxying Kubernetes API, agent runtime, memory, and Tempo APIs
• SolidJS Progressive Web App with 12 tool card renderers
• Connects to agents via FEP over Server-Sent Events for real-time streaming
• Memory panel for browsing, searching, and managing observations

Key tech: Go (BFF), SolidJS, TypeScript, TailwindCSS, SSE Image: ghcr.io/samyn92/agentops-console Current version: v0.9.4 (~75 commits) Repository: github.com/samyn92/agentops-console

agentops-memory

Purpose: Purpose-built memory service replacing Engram.

• ~1,300 lines of Go
• SQLite + FTS5 for BM25 relevance-ranked full-text search
• Three-tier write dedup: topic_key upsert, hash dedup (15-minute window), new insert
• Deterministic session summaries (no LLM call)
• Full OTEL tracing with per-observation injection audit trails
• REST API compatible with the console BFF proxy

Key tech: Go, SQLite, FTS5, OpenTelemetry Image: ghcr.io/samyn92/agentops-memory Current version: v0.2.0 (~4 commits) Repository: github.com/samyn92/agentops-memory

agent-tools

Purpose: MCP tool servers that AI agents consume at runtime, plus a CLI for packaging and pushing them as OCI artifacts.

• 6 tool servers: kube-explore, kubectl, git, github, gitlab, flux
• 73 total tools (43 read-only, 30 read-write)
• All servers are compiled Go binaries implementing MCP stdio transport
• agent-tools push CLI for building and pushing OCI artifacts to container registries

Key tech: Go, MCP stdio, OCI artifacts, crane Image: OCI artifacts at ghcr.io/samyn92/agent-tools/<server>:<version> Current version: v0.5.1 (~29 commits) Repository: github.com/samyn92/agent-tools

agentops-platform

Purpose: Umbrella Helm chart for deploying the full AgentOps platform.

• Sub-charts: agentops-operator, agentops-console
• Bundled: agentops-memory, Grafana Tempo
• Configurable namespace separation (agent-system for infrastructure, agents for workloads)
• Single helm install for the complete stack

Key tech: Helm 3, OCI chart registry Chart: oci://ghcr.io/samyn92/charts/agentops-platform Current version: v0.9.6 (~22 commits) Repository: github.com/samyn92/agentops-platform

agent-channels

Purpose: Channel bridge images for connecting external platforms to agents.

• Bridges for Telegram, Slack, Discord, GitLab webhooks, GitHub webhooks, and generic webhooks
• Each bridge runs as a Deployment managed by the Channel CRD
• Converts platform events into AgentRun CRs

Key tech: Go Images: ghcr.io/samyn92/agent-channel-<type> Current version: v0.1.0 Repository: github.com/samyn92/agent-channels

Version matrix