INDEPENDENT DEVOPS CONSULTING
Automate recurring work across your tools
Copying data, downloading reports and repeating the same operational steps can get in the way of engineering work. I help software teams connect their tools and turn recurring tasks into dependable workflows.
Remote collaboration with international software teams.
Discuss workflow automationIs this the help your team needs?
For teams with a repeatable task spread across several tools, manual reporting steps, or small operational jobs that are easy to forget and difficult to hand over.
Choose a recurring task with a clear outcome
A useful automation starts with a task that can be described. What starts the work? Which data or systems does it need? What should happen when it finishes? Which exceptions still need a person?
Writing down the current process exposes the steps that are stable enough to automate and the decisions that should stay with the team. It also provides a way to check whether the resulting workflow does what is needed.
Connect the steps and account for failure
Inputs and integrations
Identify how the workflow reads and writes data: an API, a webhook, an export or an existing command. Keep the data format and the source of each input understandable.
Errors and retries
Consider missing inputs, unavailable systems and partial completion. Repeating a job should not accidentally duplicate an operation that already succeeded.
Visibility and ownership
Make it possible to tell whether a job ran and what it produced. The person maintaining it needs a place to start when a system or data format changes.
Use tooling the team can maintain
My toolkit includes Go, Bash, Python, webhooks, n8n and Node-RED. A small script may be enough for one task; an integration spanning several systems may benefit from a workflow tool. The choice depends on the task and who will maintain it.
A handover should cover the trigger, inputs, configuration, expected output and recovery steps. Useful acceptance checks include a normal run, a missing input and a repeat run, rather than only demonstrating that the happy path works once.
RELEVANT BACKGROUND
Experience behind the work
A recent automation example involved generating and downloading reports, parsing the data and visualizing the results to make recurring reporting easier.
Reporting automation example
About Aleksandre GhvineriaTell me about your setup
I work on scoped implementation projects and ongoing engineering support. A description of the problem is a useful starting point.
- What steps do you repeat, and how often?
- Which tools and data sources are involved?
- What should a successful run produce?
- Who will use and maintain the workflow?