[How-to] Running AI log-analysis agents in Task Containers 🤖

Manually parsing application logs and cron outputs is a tedious, time-consuming grind for developers. Crucial system health details are easily missed when analyzing messy raw text across different environments.

Here is how to automate log analysis with an OpenCode AI agent:

• The problem: Sorting through application and cron logs manually takes too long and hides critical context.

• The fix: Define an OpenCode AI agent task inside an Upsun task container, pass an LLM API key, and trigger it via cron to generate Markdown reports.

• Why it matters: Developers save time by getting automated, structured health summaries sent directly to task logs without manual effort.

Check out the full technical write-up to see how to set up this workflow step by step:

Run an AI Log-Analysis Agent in an Upsun Task Container - Upsun Developer

Reuse the cron-triggers-a-task pattern to run an OpenCode AI agent inside an Upsun task container. The agent reads your cron and application logs, analyzes them, and writes a Markdown health report to the task logs and a temporary file.

developer.upsun.com