thecatfix

Johnbot Profile — John Shelburne (extensive narrative)

This document is an intentionally “thick” profile meant for John’s evaluation of Johnbot’s understanding. It is written from the content in:

/home/clawdbot/clawd/external/GetJob/profile/Profile_Content/

I’m treating this as an internal working artifact, not a public bio: it focuses on the through-line of your career, the skills you’ve accumulated, and the pattern of how you approach problems. I’m also deliberately avoiding copying large chunks of source text, and I’m omitting personal contact details and sensitive legal/contract specifics even when they appear in the source folder.

0) Task breakdown (showing my work)

thecatfix

KatanaEquities Trading Signals Report - V2

Generated: January 26, 2026
Models: V2 (fixed training: BatchNorm, Dropout, proper 'both' spread)
Universe: S&P 500 stock pairs

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V2 Model Improvements

thecatfix

The dipstick guide to downloading and installing Neovim Nightly

Are you a halfwit like me and have to spend alot of time figuring out wtf the difference is between arm64 and x86 when brew install isn't available?

Welcome to my world!!!

This is my copy paste session of conversation with ChatGPT. If you have any comments, please leave them. I won't read them.

Download Nightly

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# train_grpo.py
import re
import torch
from datasets import load_dataset, Dataset
from transformers import AutoTokenizer, AutoModelForCausalLM
from peft import LoraConfig
from trl import GRPOConfig, GRPOTrainer

# Load and prep dataset

thecatfix

Exploring the World of Automated Pipelines: A Rapid-Fire Analogy Session

Sometimes, the best ideas come from throwing thoughts against the wall and seeing what sticks. Today, I want to try something new--an approach I've never taken before--to spark creativity and explore a topic from fresh angles.

Here's the plan: I'll throw a few phrases your way. These phrases will act as starting points, and I'd like you to respond with quick, sharp analogies or short descriptions that pop into your mind. Think of it as a brainstorming session but focused and fast-paced--a spitball session, if you will.

You	ChatGPT

thecatfix

Extreme Programming

Extreme Programming (XP) is an agile software development methodology that emphasizes customer satisfaction, flexibility, and high-quality software delivery. It was introduced by Kent Beck in the late 1990s and is designed to improve software development practices through a set of core values, principles, and practices. Here are some key aspects of Extreme Programming:

Core Values

1. Communication: Encourages open communication among team members, stakeholders, and customers to ensure that everyone is on the same page.
2. Simplicity: Focuses on delivering the simplest solution that meets the customer's needs, avoiding unnecessary complexity.
3. Feedback: Regular feedback from stakeholders and continuous testing help ensure that the software meets requirements and can adapt to changes.
4. Courage: Encourages team members to take bold decisions, make changes, and try new approaches, even when it may be uncomfortable.
5. Respect: Promotes a respectful and collaborat

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Google Cloud Platform APIs

https://developers.google.com/apis-explorer This is a comprehensive list of Google Cloud Platform (GCP) APIs and their descriptions. Each entry includes:

• Name: The official name of the API service
• Description: A brief explanation of the API's functionality and purpose

The list encompasses various categories of APIs including but not limited to:

• Cloud Infrastructure Services
• Machine Learning & AI

thecatfix

Solving Git Issues in GitHub Codespaces: A Beginner-Friendly Guide

If you’re using GitHub Codespaces to work on your project, you’ve chosen a powerful, cloud-based tool for coding and collaboration. But even in this smooth environment, Git issues can occasionally crop up. Don’t worry—these problems are common and easy to fix once you understand what’s happening.

Here’s a simple guide to help you understand and solve these issues while working in Codespaces.

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The Problem: Your Changes and the Repository’s Changes Don’t Align

thecatfix

Explain how I reregister certificates and why my domain will no longer work in load balancer.

***Scenario - ***

Okay, I understand. While the provided context doesn't directly explain how to re-register certificates or why your domain might stop working with a load balancer, I can offer some general information based on common scenarios and the provided links. Why a domain might stop working with a load balancer:

• Certificate Expiration: SSL certificates have an expiration date. If your certificate expires, the load balancer will no longer be able to serve traffic securely using your domain. This is a common reason for domains to stop working.
• Certificate Revocation: In some cases, a certificate might be revoked before its expiration date due to security concerns. This would also cause the load balancer to stop serving traffic for your domain. Misconfigured DNS: If the DNS records for your domain are not correctly pointing to the load balancer, traffic will not be routed properly.
• Changes to Loa

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4 Key Takeaways from Snowflake Summit

Created: November 1, 2022 11:00 AM Created Date: 11/01/22 Created Time: November 1, 2022 11:00 AM Property: November 1, 2022 11:00 AM Tags: Data, Snowflake

Going into Snowflake Summit 2022, I was excited to spend time with our customers and partners, and excited to be able to share some of the innovations we’ve been working on. And I was not disappointed! It felt great to experience the energy that only an in-person event can deliver. I relished talking to customers about how our products can help them meet and even surpass their business goals. For me, the most valuable part of it was hearing customer and partner reactions to the product announcements at the conference.