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sunnyc7 / a.md
Created July 6, 2025 01:08 — forked from josherich/a.md
Understanding DSPy

OP

Understanding DSPy: Key Insights and Principles

DSPy represents a significant advancement in the field of AI software development. However, its complexity can make it challenging to fully comprehend. This document aims to clarify the foundational principles of DSPy and outline its core tenets.

Introduction

The central thesis of DSPy is that while large language models (LLMs) and their methodologies will continue to evolve, this progress will not be uniform across all dimensions. Therefore, it is essential to identify:

  • The minimal set of fundamental abstractions that enable the development of downstream AI software that is "future-proof" and capable of adapting to advancements.
@sunnyc7
sunnyc7 / research.md
Created January 21, 2025 17:40 — forked from hackermondev/research.md
Unique 0-click deanonymization attack targeting Signal, Discord and hundreds of platform

hi, i'm daniel. i'm a 15-year-old high school junior. in my free time, i hack billion dollar companies and build cool stuff.

3 months ago, I discovered a unique 0-click deanonymization attack that allows an attacker to grab the location of any target within a 250 mile radius. With a vulnerable app installed on a target's phone (or as a background application on their laptop), an attacker can send a malicious payload and deanonymize you within seconds--and you wouldn't even know.

I'm publishing this writeup and research as a warning, especially for journalists, activists, and hackers, about this type of undetectable attack. Hundreds of applications are vulnerable, including some of the most popular apps in the world: Signal, Discord, Twitter/X, and others. Here's how it works:

Cloudflare

By the numbers, Cloudflare is easily the most popular CDN on the market. It beats out competitors such as Sucuri, Amazon CloudFront, Akamai, and Fastly. In 2019, a major Cloudflare outage k

@sunnyc7
sunnyc7 / zed-docs-pdf-gen.md
Created August 4, 2024 21:29
Convert Zed Docs to PDF

Context

Issue

  • Zed PDF docs doesn't exist / couldn't find after 10mins of searching.

Solution

  • Run the following in cmd.exe
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sunnyc7 / ChatGPT-Dan-Jailbreak.md
Created July 15, 2024 01:53 — forked from coolaj86/ChatGPT-Dan-Jailbreak.md
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sunnyc7 / AuditPolicy.ps1
Created May 13, 2024 18:03
Basic AuditPolicy config for WFP event generation
<#
Machine Name Policy Target Subcategory Subcategory GUID Inclusion Setting
DESKTOP02 System IPsec Driver {0CCE9213-69AE-11D9-BED3-505054503030} No Auditing
DESKTOP02 System Removable Storage {0CCE9245-69AE-11D9-BED3-505054503030} No Auditing
DESKTOP02 System Other Object Access Events {0CCE9227-69AE-11D9-BED3-505054503030} No Auditing
DESKTOP02 System Filtering Platform Connection {0CCE9226-69AE-11D9-BED3-505054503030} No Auditing
DESKTOP02 System Filtering Platform Packet Drop {0CCE9225-69AE-11D9-BED3-505054503030} No Auditing
DESKTOP02 System Certification Services {0CCE9221-69AE-11D9-BED3-505054503030} No Auditing
DESKTOP02 System SAM {0CCE9220-69AE-11D9-BED3-505054503030} No Auditing
@sunnyc7
sunnyc7 / jqwerty.c
Created February 21, 2024 19:01 — forked from odzhan/jqwerty.c
Jacky Qwerty/29A Compression Algorithm
//
// Jacky Qwerty/29A compression algorithm, by Matt Mahoney
// modified by odzhan
// 2019-12-07
//
#include <stdio.h>
#include <stdlib.h>
#include <stdint.h>
#include <time.h>
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sunnyc7 / WmiEventConsumerClassDerivation.ps1
Created November 15, 2023 18:21 — forked from mattifestation/WmiEventConsumerClassDerivation.ps1
function New-ActiveScriptEventConsumerClass {
<#
.SYNOPSIS
Creates an ActiveScriptEventConsumer WMI class in the namespace of your choosing.
.DESCRIPTION
New-ActiveScriptEventConsumerClass creates a clone of the ActiveScriptEventConsumer WMI event consumer class using the class name and namespace name of your choosing.
@sunnyc7
sunnyc7 / SysmonEventGUIDParser.ps1
Created November 15, 2023 18:19 — forked from mattifestation/SysmonEventGUIDParser.ps1
Extracts fields from sysmon process and logon GUIDs
# Author: Matthew Graeber (@mattifestation)
$Epoch = Get-Date '01/01/1970'
# Conversion trick taken from https://blogs.technet.microsoft.com/heyscriptingguy/2017/02/01/powertip-convert-from-utc-to-my-local-time-zone/
$StrCurrentTimeZone = (Get-WmiObject Win32_timezone).StandardName
$TZ = [TimeZoneInfo]::FindSystemTimeZoneById($StrCurrentTimeZone)
# Parse out all the LogonGUID fields for sysmon ProcessCreate events
Get-WinEvent -FilterHashtable @{ LogName = 'Microsoft-Windows-Sysmon/Operational'; Id = 1 } | ForEach-Object {
@sunnyc7
sunnyc7 / NTInsiderDownloader.ps1
Created November 3, 2023 20:38
If you like NTInsider from OSR Systems, but don't like clicking things
# If you like reading NT Insider but don't like clicking.
$savePDFTo = "$env:TEMP\NTInsider"
$uri = "https://www.google.com/search?q=site:insider.osr.com+filetype:pdf+inurl:pdf&sca_esv=579237292&rlz=1C1CHBF_enUS1055US1055&sxsrf=AM9HkKlzAaBYLDpNc_IsOEqzno14_5ICyw:1699043261820&filter=0&biw=2327&bih=1210&dpr=1.1"
$res = Invoke-WebRequest -UseBasicParsing -Uri $uri
$pdf = $res.Links | where {$_ -match "PDF" -and $_ -match "insider.osr.com"}
foreach ($f in $pdf) {
$filtered = $f.href | where {$_ -match 'http://insider.osr.com/'}
$pdfURL = (($filtered -split '&')[0] -split '=')[1]
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sunnyc7 / DumpHex.c
Created July 13, 2023 18:06 — forked from ccbrown/DumpHex.c
Compact C Hex Dump Function w/ASCII
#include <stdio.h>
void DumpHex(const void* data, size_t size) {
char ascii[17];
size_t i, j;
ascii[16] = '\0';
for (i = 0; i < size; ++i) {
printf("%02X ", ((unsigned char*)data)[i]);
if (((unsigned char*)data)[i] >= ' ' && ((unsigned char*)data)[i] <= '~') {
ascii[i % 16] = ((unsigned char*)data)[i];