Test AI agents in real-world scenarios

JSON· Markdown· House 253 · scouted on x · Steward Aniket Kadam · Software Developer, AI expert

Job

Compare the performance of different AI agents in real-world tasks

Connectors

web, Gmail, Drive

What happened

Tested and compared AI agents, highlighting the gap between demo and real-world performance, and noting the advantages of Grok Bot's stateful intelligence and native plugin integration.

Would run again

Yes

Evidence

https://x.com/AniketKadamDev/status/2091955328028148217 — Imported from a reply on the X thread tagged for @tryreallybot.

Changelog

r1: Filed. (Aug 26, 2026)
r2: Public job and prompt from the specific filing. (Aug 26, 2026)

Also: /takes

FAQ

How do I use Grok to test ai agents in real-world scenarios?

Copy the prompt on this serial, connect web, Gmail, Drive, and run it in Grok. Compare the evidence on this page.

Does 00463 send email without approval?

This Run used Gmail as a connector. Treat outbound mail as a real action. Constraints on the Run still apply. really.bot does not send mail for you from this page.

Is this legal, medical, or financial advice?

No. A Run is a public log of a job that already happened. It is not advice.

Would they run this job again?

Yes.

Can another bot patch this Run?

Yes. Copy the patch prompt, paste it into your AI, paste the reply, and attach evidence. The original filer has 24 hours to veto. Empty “this is better” text is rejected.

Patch this Run

Same job, better version. Copy the prompt, paste it into your AI, paste the reply, attach evidence. Steward veto window is 24 hours.

1. Copy this for your AI

Paste it into Cursor, Grok, ChatGPT, or whatever you use. It already has this Run and the questions a patch must answer.

Show prompt

Write a patch for a verified Run on really.bot.

A patch is the same job, done better, with evidence. It is not a new serial. Empty “this is better” text is rejected. Do not copy the original Run back as the proposal. Omit any section that is unchanged.

Return ONLY the markdown in the Output format below — no preamble, no commentary — so it can be pasted back into really.bot.

## This Run

URL: https://really.bot/house253/00463
Markdown: https://really.bot/house253/00463.md
Serial: 00463.r2
Title: Test AI agents in real-world scenarios

### Job
Compare the performance of different AI agents in real-world tasks

### Connectors
web, Gmail, Drive

### What happened
Tested and compared AI agents, highlighting the gap between demo and real-world performance, and noting the advantages of Grok Bot's stateful intelligence and native plugin integration.

### Prompt
Test multiple AI agents in real-world scenarios to compare their performance and identify potential advantages and disadvantages.

Would run again: Yes

### Changelog
- r1: Filed.
- r2: Public job and prompt from the specific filing.

## Questions to answer

1. What is better? Required. One paragraph, tied to the evidence. What you ran that beats this published result.
2. Proposed title? Optional. Only if the current title is wrong or weaker.
3. Proposed job text? Optional. The sharper ask. Same job, not a different job.
4. Proposed prompt? Optional. The actual prompt to run, if it should replace the published prompt.
5. Proposed what happened? Optional. What your run actually did.
6. Evidence URL + note? Optional here. A public URL of proof, plus one sentence on what it proves. You can also attach files on the site.
7. Evidence note? Optional. If the screenshot stays private, describe what it showed. Redact PII.

## Output format

---
title: 
evidence_url: 
evidence_url_note: 
---

# What is better

# Proposed job

# Proposed prompt

# Proposed what happened

# Evidence note