Azure Integration Tools
Develop, monitor and trace Azure workflows locally
Four native desktop apps for teams running Azure Integration Services. Test Logic Apps without pushing to the cloud, see how your workflows actually connect, and follow a single correlation id from one end of a chain to the other.
The usual friction
Three things slow down every Azure Integration Services team we meet.
Every test is a deployment
Change a Logic App, push to Azure, wait, open the run history, read the error, repeat. A one-line fix costs minutes of cycle time — and you pay it every time.
Run the whole thing on your machine.
Nobody can see the whole chain
Workflows hand off to each other through Service Bus queues and Event Grid topics. The portal shows you one workflow at a time and never the map, so the shape of the system lives in someone's head.
See the chain as a graph.
A correlation id and nowhere to look
Something stopped halfway. The evidence is spread across Cosmos DB containers or Log Analytics tables, and the field that ties the steps together isn't the same one everywhere.
Follow the value on a timeline.
The Azure Integration Suite
Each tool covers one part of the loop. Use one on its own, or all four together.
AIS Runner
Azure Integration Services — local development desktop
Run and test Azure Logic Apps locally without pushing to Azure. One-click Azurite + func start, live run history, workflow analysis bar, Service Bus queue counts, CI/CD DevOps view, Liquid template tester, and workflow chain graph — all in one desktop app.
Rust · Dioxus · Azure CLI · Azurite · Azure Functions
AIS Monitor
Azure Logic Apps workflow chain explorer
Visualise how your Logic Apps connect to each other via Service Bus queues and Event Grid, inspect live run history per chain, trigger HTTP workflows with saved payloads, and monitor deployed workflow states — all from a single desktop view.
Rust · Dioxus · Azure CLI · ais-chain · D3.js
AIS Tracing
Correlation-id tracer for Azure Cosmos DB
Follow a single value — a correlation id, an order reference — through every container of an Azure Cosmos DB account, and see where it got to. Samples your containers, works out which field links documents together, then draws each step on a timeline. Empty rows matter as much as full ones: they show where the data hasn't arrived.
Rust · Dioxus · Azure Cosmos DB
AIS Analytics
Correlation-id tracer for Azure Log Analytics
The same tracer, aimed at a Log Analytics workspace instead of Cosmos DB. Paste a correlation id and see every step it touched — it works out which column ties the steps of one flow together straight from the data, then draws where that value got to and where it didn't. An empty lane is as meaningful as a full one.
Rust · Dioxus · Azure Log Analytics
Which tool do I need?
| I need to… | Tool | Status |
|---|---|---|
| Run and test Logic Apps on my own machine | AIS Runner | live |
| See how workflows connect through Service Bus and Event Grid | AIS Monitor | beta |
| Trace a correlation id through Cosmos DB containers | AIS Tracing | beta |
| Trace a correlation id through a Log Analytics workspace | AIS Analytics | beta |
Built in Rust, shipped as native desktop apps
Every tool is a single Rust binary with a Dioxus interface — no Electron, no runtime to install, nothing phoning home. They reach your subscription through the Azure CLI you have already authenticated, so no new credentials are stored. The source is public on GitHub and every release is published with checksums.
- Native binaries for macOS, Linux and Windows
- Uses your existing Azure CLI session — no extra credentials
- Public source, open releases with checksums
- Swiss-built, no telemetry
Need more than the tools?
Custom Azure integration work — tooling, workflow design, and secure bridges between your internal APIs and AI agents — built on the same Rust stack.