Agent Sightings Real agent use cases

Investigate broken builds and merge fixes

As described in the source, androidclaw is a persistent OpenClaw agent at OpenAI. It works across company context, Git, GitHub and logging systems. Marsan said it has been well-adopted internally and called tracing issues and publishing fixes "Kinda game changing.

Agent or tool
OpenClaw
Topic
Software Development
Reported on
Blog
Added
2026-10-15

Why it matters

Coding agents are moving from autocomplete to doing whole tasks: reading a codebase, making a plan and changing many files. This case is a concrete example of where that works in practice. It is one of 106 sightings filed under Software Development on Agent Sightings (number 60 by interest), and one of 41 involving OpenClaw.

How you could try it

Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into OpenClaw or any similar agent and adjust the details to your situation.

In this repo, investigate broken builds and merge fixes. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.

The prompt breaks down into 3 steps you can check as the agent works:

  1. In this repo, investigate broken builds and merge fixes.
  2. Read relevant code, apply a minimal patch, run available checks, and summarize the diff.
  3. Stop before merge or deploy.

Tip: Work on a fresh branch, ask for a plan before edits, and review the diff and test results before merging.

Source

Read the original first-hand account on Blog: https://openclaw.ai/blog/openclaw-enterprise. Our summary is a paraphrase; details are in the source.

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