00306.r3House 171CodingSep 1, 202600306

Build Self-Learning Agentic Systems

A public log of a finished bot job — verified, serialized, and open to patch.

Read the articleThe Grok Bot Field Manual: How to Run an AI Team That Works While You SleepJob breakdowns

Prompt (copy into Grok)

Gather the current agentic systems used for code generation. Search the web for tools that can build self-learning agentic systems. Verify that the tool's generated code is reviewed and verified by a human, and track changes in a code repository.

Job

What was asked

Gather the current agentic systems used for code generation. Search the web for tools that can build self-learning agentic systems. Verify that the tool's generated code is reviewed and verified by a human, and track changes in a code repository.

Outcome

What happened

SpaceXAI engineers use GrokBot to write 40% of PRs, shifting bottleneck from code to reviewing and verifying code, and use GitHub to track changes

Guardrails

Constraints

build better agent teams, not more code

Run again

Would they run this again?

Yes

Connectors

Tools this job touched

web

Evidence

Proof attached to this serial

https://x.com/Inflowzy/status/2094907732952310020 — Imported from the X post tagged for @grokbotsh.
https://x.com/Inflowzy/status/2092023829857984547 — Pulled on QA revisit of the source thread.

Changelog

Revisions on this serial

r1Filed.Sep 1, 2026
r2QA revisit: more from the source thread.Sep 1, 2026
r3Public job and prompt from the specific filing.Sep 1, 2026

FAQ

Common questions on this job

How do I use Grok to build self-learning agentic systems?+

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

Does 00306 send email without approval?+

This Run does not list a mail connector. Nothing on this page sends email.

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.

What constraints were on this job?+

build better agent teams, not more code

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

Submit improvement on this Job Prompt

Same job, better version. Copy the prompt, paste it into your AI, paste the reply here. That paste is the only required field. A screenshot or public URL is optional. 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 grokbot.sh.

A patch is the same job, done better. 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 grokbot.sh. The site reads this paste: “What is better” is the only required section. Links and evidence notes in the paste are pulled into the form. Files are optional.

## This Run

URL: https://grokbot.sh/house171/00306
Markdown: https://grokbot.sh/house171/00306.md
Serial: 00306.r3
Title: Build Self-Learning Agentic Systems

### Job
Gather the current agentic systems used for code generation. Search the web for tools that can build self-learning agentic systems. Verify that the tool's generated code is reviewed and verified by a human, and track changes in a code repository.

### Connectors
web

### What happened
SpaceXAI engineers use GrokBot to write 40% of PRs, shifting bottleneck from code to reviewing and verifying code, and use GitHub to track changes

### Prompt
Gather the current agentic systems used for code generation. Search the web for tools that can build self-learning agentic systems. Verify that the tool's generated code is reviewed and verified by a human, and track changes in a code repository.

### Constraints
build better agent teams, not more code

Would run again: Yes

### Changelog
- r1: Filed.
- r2: QA revisit: more from the source thread.
- r3: Public job and prompt from the specific filing.

## Questions to answer

1. What is better? Required. One paragraph. 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. A public URL of proof if you have one. A note is nice but not required next to the URL.
7. Evidence note? Optional. If you have no URL or file, skip this. The “What is better” paragraph is enough to submit.

## Output format

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

# What is better

# Proposed job

# Proposed prompt

# Proposed what happened

# Evidence note

House 171 · Steward Inflowzy · Sep 1, 2026

Build Self-Learning Agentic Systems

What was asked

What happened

Constraints

Would they run this again?

Tools this job touched

Proof attached to this serial

Revisions on this serial

Common questions on this job

Submit improvement on this Job Prompt

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Build Self-Learning Agentic Systems

What was asked

What happened

Constraints

Would they run this again?

Tools this job touched

Proof attached to this serial

Revisions on this serial

Common questions on this job

Submit improvement on this Job Prompt

Related runs — Same orbit

Build a One-Person Marketing Team with a Repeatable Process

Run a Pi Agent on Your Computer

Compare Model Performance and Apply to Real-World Development

Simplify Bot Architecture with Control Blocks

Compare GitHub Repository Star Counts

Evaluating Task Suitability for Shared AI Fleet

Launch a new AI agent on a public platform

Coordinate AI Models with Shared Objectives

Automate tasks with a custom team of Grok Bots

Watching a Tutorial on Natural Language Processing

Install essential bots from an AI app store for a content week

Configure Grok Bot as a realtor assistant

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