Welcome to my website, and my first post. Here I’ll write some blogs, and share some projects from Campa Labs.
n8n
This one’s about first experiences with n8n, a workflow automation platform. It highlights three MVP workflows with three integrations:
- Login Enterprise Continuous Test Diagnostics
- Login Enterprise Load Test Data Analyst
- Scheduled-Login Enterprise Continuous Test Diagnostics
Login Enterprise Continuous Test Diagnostics Agent
Tools can be intelligently used by AI Agent’s based on their description e.g. “Use this Tool when…” It’s actually pretty cool to see this happen with different inputs. The idea behind this example was for a higher level IT executive to have quick, accessible information on a Continuous Test. E.g. a test is used to monitor availability of critical remote desktop systems and teams could get diagnostics on uptime and perf.
Login Enterprise Load Test Data Analyst
For fun, an integration with Microsoft Teams was added to this Agent, which uses a Webhook to send similar reports into a Teams channel. Think: “How did our last test for Windows 11 look on those new Azure VMs?” The Agent is smart enough to get the dataset from the test’s latest execution, summarize it, and then send it to Teams.
Here’s a snippet from an example report into a Teams channel.
Scheduled-Login Enterprise Continuous Test Diagnostics
And here’s an example of a scheduled workflow. Every N hours this workflow sends a status report into a Teams channel for all actively running Continuous Tests. Similar to the first example, except fully-automated. (Thanks for noticing the sticky notes.)
Learnings
One learning was the importance of prompt engineering. This was evident from regular usage of ChatGPT, but even more so here when working with mainly numeric data. On the same lines, iterative testing showed it was also important to limit the data sent to the Chat Model; two reasons being token restrictions and the confusion. The Model was emphasizing irrelevant data returned from the API which called for cleaning.
Not sure what’ll be covered next, but see you there. Hope you enjoyed.
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