0.86.0
microsoft/markitdown0.86.0Sep 25, 2026by takahirom
Upgrading?
AI Summary
When debug logging is enabled, the tool now prints the duration of each phase of a run, allowing users to break down non-AI time in CI logs.
Key Highlights
- Logs per-phase timings for steps and initializers
- Logs device call timings
- Helps analyze non-AI time in CI logs
New Features
- Per-phase timing debug logging
Full Release Notes
With `--log-level=debug`, each phase of a run now prints how long it took, so non-AI time can be broken down from a CI log. ## Per-Phase Timings in Debug Logs (#451) ``` D: [timing] agent.initializers 15879ms D: [timing] step.screenshot 105ms D: [timing] step.executeAction 2470ms D: [timing] device.waitForAppToSettle 5849ms ``` Covers connection, initializers, steps and their phases, and device calls. Default output does not change. ## What's Changed * Log per-phase timings for steps, initializers and device calls by @takahirom in https://github.com/takahirom/arbigent/pull/451 **Full Changelog**: https://github.com/takahirom/arbigent/compare/0.85.0...0.86.0
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