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0.86.0

KalyanKS-NLP/llm-engineer-toolkit0.86.0Sep 25, 2026by takahirom

Upgrading?

What changed from v1.817.0 → 0.86.0?What's new in 0.87.0 after 0.86.0?

AI Summary

Adds per-phase timing logs in debug mode to help break down non-AI time in CI logs.

Key Highlights

  • Per-phase timing logs in debug mode
  • Detailed non-AI time breakdown

New Features

  • Logs timing for agent.initializers, steps, and device calls in debug mode

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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