Agent Sightings Real agent use cases

Audit hundreds of pull requests

Case study takeaway: meta Muse covered audit hundreds of pull requests. as described in the source: muse Code conducted an independent test by auditing 222 pull requests in less than five minutes for approximately ten cents, as also developing a plan on a non-existent Google project.

Agent or tool
Meta Muse
Topic
Productivity
Reported on
Blog
Added
2026-10-15

Why it matters

Small, repetitive tasks eat more of the week than anyone likes to admit. Cases like this show an agent taking a chore off someone's plate end to end, not just suggesting what to do. It is one of 196 sightings filed under Productivity on Agent Sightings (number 194 by interest), and one of 34 involving Meta Muse.

How you could try it

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

Help me audit hundreds of pull requests. Break it into steps, show your work, and wait for confirmation before anything irreversible, paid, or outbound.

Tip: Start small: run it once on a low-stakes example, read what the agent did, and only then let it run on real work.

Source

Read the original first-hand account on Blog: https://codersera.com/blog/muse-code-complete-guide-2026/. Our summary is a paraphrase; details are in the source.

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