Observe
Collect metrics, processes, logs, and events from the host and environment.
Product
OPRA Observe • Process • Reason • Act
Local-first modular agent for secure automation and intelligent operations.
OPRA turns raw system signals into trusted decisions and controlled actions — on your machine, using sandboxed plugins and a predictable execution pipeline.
What is OPRA?
A modular agent runtime for composable apps
Build apps by chaining plugins that observe, process, reason, and act.
Process
Transform, filter, enrich, and route signals through modular components.
Reason
Use rules and/or a local LLM to interpret what's happening.
Act
Generate reports, alerts, and workflow outputs within safe boundaries.
Why OPRA?
Privacy-first, modular, and built for real-world ops
Privacy by default
Your telemetry and prompts stay local-first with no mandatory cloud backend.
Modular instead of monolithic
Install or replace capabilities via plugins (WASM or Docker) without changing the core.
Designed for real-world ops
Repeatable automation with observable execution, auditable outcomes, and safe action boundaries.
Plugin model
Deliver capabilities as plugins
WASM plugins
Fast, sandboxed processors for parsing, ranking, and enrichment.
Docker plugins
Heavier services for local LLMs like Ollama, scanners, and specialized tooling.
Safety & security
Designed for privacy-sensitive environments
Local-first data boundary
No mandatory cloud dependency. Data stays on-device unless you enable outbound integrations.
Sandboxed execution
WASM and containers isolate runtime with a reduced blast radius for failures.
Controlled interfaces
Typed inputs/outputs, predictable lifecycle, health checks, and versioning for stability.
Safe action boundary
Reason produces recommendations; act executes only what's permitted by policy and allow-lists.
Example
Host triage pipeline
Observe host stats → Process with WASM plugin → Reason with local LLM → Act with structured report.
What you can build
Use OPRA for trusted local automation
Local & verifiable AI agents
Run AI workloads with full auditability on-device.
Monitoring & diagnostics
Continuous host and network health monitoring.
Incident triage
Automated anomaly detection and response workflows.
Privacy-preserving assistants
AI assistants that never phone home.
Domain-specific apps
Compose plugin chains for any operational workflow.