Agent Sightings Real agent use cases

Regrade assignments and update grades in Brightspace

One practitioner notes that the professor gave the already TA-graded assignment submissions to OpenAI's agent. The agent regraded every submission to find issues the TA missed, verified AI-generated answers by querying Claude, and directly revised all grades and feedback inside Brightspace. The process produced expanded feedback and adjusted grades that caught additional problems the TA had overlooked.

Agent or tool
Claude Code
Topic
Knowledge & Notes
Reported on
X
Added
2026-10-15

Why it matters

Notes are only useful if you can find and connect them later. Agents that organise, summarise and link information make a personal knowledge base far easier to keep up. It is one of 60 sightings filed under Knowledge & Notes on Agent Sightings (number 44 by interest), and one of 255 involving Claude Code.

How you could try it

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

Notes task: regrade assignments and update grades in Brightspace. Propose edits as a checklist, apply after approval, and finish with a short handover.

Saved

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 X: https://x.com/ipeirotis/status/2106416110211862646. Our summary is a paraphrase; details are in the source.

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