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@karpathy
karpathy / microgpt.py
Last active February 15, 2026 21:12
microgpt
"""
The most atomic way to train and inference a GPT in pure, dependency-free Python.
This file is the complete algorithm.
Everything else is just efficiency.
@karpathy
"""
import os # os.path.exists
import math # math.log, math.exp
@burkeholland
burkeholland / ainstall.md
Last active February 15, 2026 21:10
Ultralight Orchestration

Ultralight Orchestration

A minimal multi-agent system with an orchestrator, a planner, a coder, and a designer working together providing orchestration between Claude, Codex and Gemini.

Instructions

Install all agents listed below into VS Code Insiders...

Title Type Description

Easy Telemetry Disable for 10/11

Prerequisites

  1. Upgrade to Enterprise edition of Windows 10/11 if you are running Home or Pro.
    • You can do this through the Change Edition option in the Extras menu in MAS.

Disabling Telemetry via Group Policy

  1. Open the Group Policy Editor. Search for "Edit Group Policy" in search or run gpedit.msc.

GitHub Search Syntax for Finding API Keys/Secrets/Tokens

As a security professional, it is important to conduct a thorough reconnaissance. With the increasing use of APIs nowadays, it has become paramount to keep access tokens and other API-related secrets secure in order to prevent leaks. However, despite technological advances, human error remains a factor, and many developers still unknowingly hardcode their API secrets into source code and commit them to public repositories. GitHub, being a widely popular platform for public code repositories, may inadvertently host such leaked secrets. To help identify these vulnerabilities, I have created a comprehensive search list using powerful search syntax that enables the search of thousands of leaked keys and secrets in a single search.

Search Syntax:

(path:*.{File_extension1} OR path:*.{File_extension-N}) AND ({Keyname1} OR {Keyname-N}) AND (({Signature/pattern1} OR {Signature/pattern-N}) AND ({PlatformTag1} OR {PlatformTag-N}))

Examples:

**1.

I. SCM as a database for the code

Software development is changing rapidly and the tool stack has yet to catch up. As we see, the value of IDEs diminishes as developers are less inclined to edit the code now. More and more of the work is browsing and talking to LLMs, less and less is coding and debugging. About 8 years ago I gave a talk at the internal JetBrains conference "Code is hypertext, IDE is a browser". Those points look even more relevant now: effective browsing of code and history is a prerequisite to effective understanding. Understanding underlies everything now. No understanding = no control, then a developer is like a rider who fell

@tazihad
tazihad / breeze-dark-color-scheme-wine.md
Last active February 15, 2026 20:57
Breeze Dark Color scheme for linux WINE apps.

Breeze Dark Color scheme for WINE apps in linux.

Screenshot_20240923_010127-1

breeze-dark.theme

; Breeze Dark Theme
[Theme]
DisplayName=Breeze Dark