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🛡️ Cybersecurity enthusiast | 💻 Helping secure the digital world | 🌐 Web App Tester | 🕵️♂️ OSINT Specialist Admin: @laazy_hack3r
#Analytics
"2026 State of Software Security:
Prioritize, Protect, Prove", 2026.
// The 2026 State of Software Security report illuminates a difficult truth: the pace of flaw creation is decisively outstripping the current capacity for remediation. Despite marginal gains in fix rates, the tide of security debt - known vulnerabilities left unresolved for more than a year - is rising. This is not a distant problem; it is a present reality for 82% of organizations, an 11% increase in a single year
#reversing
#cryptography
#Space_Security
"Systematic Security Analysis of the Iridium Satellite Radio Link", Mar. 2026.
]-> Artifacts for each of the mentioned parts
// The first comprehensive security analysis of Iridium authentication and radio link protocols. We reverse engineer Iridium SIM-based authentication mechanism and demonstrate that the secret key can be extracted from the SIM card, enabling full device cloning and impersonation attacks
#AIOps
#Research
#Sec_code_review
#Malware_analysis
"CogniCrypt: Synergistic Directed Execution and LLM-Driven Analysis for Zero-Day AI-Generated Malware Detection", Mar. 2026.
]-> CogniCrypt Prototype (Repo)
// The weaponization of LLMs for automated malware generation poses an existential threat to conventional detection paradigms. AI-generated malware exhibits polymorphic, metamorphic, and context-aware evasion capabilities that render signature-based and shallow heuristic defenses obsolete
#DFIR
#Tech_book
#Blue_Team_Techniques
"Blue Team Handbook: Incident Response", 2026.
]-> Repo
// The book presents essential core IR theory, skills, checklists and procedures to handle cyber security incidents. Then there are several chapters for examining Windows, Linux, and network traffic
#Research
#Blue_Team_Techniques
"CAM-LDS: Cyber Attack Manifestations for Automatic Interpretation of System Logs and Security Alerts",
Mar. 2026.
]-> system log data set
]-> network packet captures
]-> attack automation scripts
]-> artifacts to reproduce
// Public labeled log data sets of attack traces and artifacts, analysis and categorization of cyber attack manifestations, LLM-based interpretation of system logs and security alerts
#DevOps
"Authoritative Guide to AI/ML-BOM:
Drive Transparency, Compliance, and Security Across the AI Supply Chain", First Edition, Mar. 2026.
// An ML-BOM (Machine Learning Bill of Materials) is a document to address the unique complexities and risks of AI/ML systems. It provides a detailed inventory of all components, configurations, and processes involved in the development, training, deployment, and hosting (i.e., via hardware/software stacks and frameworks) of a ML model
#Sec_code_review
#Infosec_Standards
NIST SP 800-218 Rev.1:
"Secure Software Development Framework (SSDF) Version 1.2: Recommendations for Mitigating the Risk of Software Vulnerabilities", Dec. 2025.
// This document describes new and improved practices, tasks, and examples for the secure and reliable development, delivery, and improvement of software
#OSINT
#Automotive_Security
"Can’t Hide Your Stride: Inferring Car Movement Patterns from Passive TPMS Measurements", 2026.
// Tire Pressure Monitoring System (TPMS) transmissions of modern cars are sent over the air in clear text and entail a unique identifier that does not change over very long periods of time...
#AIOps
#MLSecOps
#Tech_book
"Utilizing Generative AI for Cyber Defense Strategies", 2025.
// This book provides a deep dive into the intersection of artificial intelligence and cybersecurity, highlighting how generative AI can be harnessed to not only enhance existing defense mechanisms but also to innovate new strategies for protecting our digital assets
🛠️ Stop Hacking in Prod: Build Your Ultimate Bug Bounty Lab! 🛠️
Tired of accidentally messing up your host OS or worrying about sending stray payloads to out-of-scope targets? It's time to stop hunting with a messy setup and start building infrastructure like a pro! Discover how to build an isolated, bulletproof hacking environment that lets you test complex web exploits safely.
The "Aha!" Moment That Changes Everything:
Many beginners jump straight into live bug bounty targets with their daily web browser and zero isolation. The bug bounty game requires precision and control. Top hunters don't just download tools; they engineer a dedicated, sandboxed laboratory where they can detonate payloads, intercept traffic, and analyze web apps without risking their own system's integrity!
What is the Ultimate Lab Setup Guide?
This isn't just a list of download links. It's a complete architectural blueprint for your first offensive security environment, tailored specifically for web application testing.
• The Goal: A safe, isolated, and highly customized web hacking station.
• What you'll learn in this breakdown:
• The Foundation: Setting up your hypervisor and choosing your offensive OS (Kali/Parrot) for maximum isolation.
• The Interceptor: Properly configuring Burp Suite, CA certificates, and FoxyProxy so you never miss a single HTTP/S request.
• The Targets: Leveraging Docker to spin up intentionally vulnerable web apps (like OWASP Juice Shop or DVWA) in seconds.
• The Toolchain: Organizing your terminal and installing the essential recon utilities you need before your first real hunt.
The Bug Hunter's Lab Workflow: From Scratch to Weaponized
See the exact steps to transform a standard laptop into a professional testing suite!
• Phase 1: Isolation (The Sandbox)
• Never hack directly from your host machine. Spin up a dedicated VM to keep your personal data completely separate from your targets.
# First rule of your new lab: Keep it updated!
sudo apt update && sudo apt full-upgrade -y
# Spinning up a local vulnerable environment in seconds
docker run --rm -p 3000:3000 bkimminich/juice-shop
Best GitHub Repos to Study about AI Agents!
Real projects help you learn faster.
1- Free AI Agents Resources
https://github.com/avinash201199/free-ai-agents-resources
2- awesome-ai-agents
https://github.com/e2b-dev/awesome-ai-agents
3- agentic-ai
https://github.com/kaushikb11/awesome-llm-agents
4- crewAI examples
https://github.com/joaomdmoura/crewAI-examples
5- AutoGen examples
https://github.com/microsoft/autogen/tree/main/samples
💸 The $15,000 Midnight Discovery: Uncovering CrushFTP’s Critical Flaw! 💸
Tired of low-hanging fruit and endless duplicate reports? It's 2026, and the biggest payouts come from digging deep into enterprise software when everyone else is asleep! Discover how a routine late-night scan turned a simple anomaly into a massive unauthenticated breakout.
The 2 AM Alert That Changes Everything:
Many hunters rely solely on basic automation and move on when they see a 403. The bug bounty game rewards those who look closer at weird server responses. Sometimes, a "boring" enterprise file transfer server is hiding a critical infrastructure flaw that can lead to complete compromise!
What is the CrushFTP Vulnerability?
This is a prime example of how complex virtual file systems (VFS) and authentication mechanisms in enterprise solutions can be completely shattered. Imagine taking a simple scanner alert and escalating it into unauthenticated access to the host file system!
• The Target: Enterprise CrushFTP instances handling sensitive corporate data.
• What you'll learn in this breakdown:
• The Root Cause: How improper path parsing and VFS sandbox escapes lead to disaster.
• **The Escalation: Moving from a simple read primitive to full server compromise.
• The Reward: Securing a $15,000 payout for a critical-severity finding.
• The Mindset: Why routine scanning needs manual verification.
The Bug Bounty Hunter's Workflow: From Scan to $15k Report
See how exactly this methodology led to a massive bug bounty payday!
• Phase 1: Routine Reconnaissance (The Foundation)
• Use continuous scanning to monitor enterprise tech stacks and uncover forgotten assets.
• Running targeted templates against large scopes when a new CVE drops:
# Running custom Nuclei templates against the target
nuclei -u https://target.com -t cves/ -tags crushftp
# Sending a crafted request to test VFS isolation
curl -k -i -s -X POST "https://target.com/WebInterface/function/?command=..."
# Fetching the sensitive configuration file
curl -k -s "https://target.com/WebInterface/function/?command=getFile&path=../../../../sessions.obj"
⚙️ Scaling Security: Why Nuclei is Non-Negotiable ⚙️
Whether you're actively securing infrastructure from the inside or hunting for zero-days on the outside, your vulnerability scanning needs to be fast, customizable, and scalable.
Enter Nuclei.
I’ve put together detailed notes on how this incredibly fast, template-based scanner completely shifted how we approach continuous security and bug bounty hunting.
What makes it a powerhouse?
🔥 No false positives (when templates are tuned right)
🔥 CI/CD integration for seamless AppSec pipelines
🔥 The ability to write custom YAML templates for new CVEs in minutes
Stop relying on outdated scanners. Read the full breakdown and start building your own custom scanning workflows.
📖 Read the notes here: CipherOps: Mastering Nuclei
🚀 Supercharge Your Bug Bounty with Claude Security Skills! 🤖
Tired of manual payload crafting and endless wordlist searches? It's 2026, and top bug hunters are using AI to automate the tedious parts of their workflow! Discover how Claude Code with Security Skills can transform your hunting from a manual grind to AI-assisted precision.
🤔 The 3 AM Realization that Changes Everything:
Many hunters are still doing work a machine should do. The bug bounty game has evolved, and AI is here to automate repetitive tasks, letting you focus on the creative exploitation that pays!
What are Claude Security Skills?
These are specialized toolkits that integrate curated security resources directly into your AI workflow. Imagine having a senior pentester and a massive wordlist library instantly available through natural language commands!
• Repository: The awesome-claude-skills-security repository packages essential SecLists resources into Claude-compatible skills. No more downloading 4.5GB of wordlists!
• What you get:
• 7 Security Skill Categories: Fuzzing, Passwords, Patterns, Payloads, Usernames, Web-shells, LLM Testing.
• 5 Slash Commands: /sqli-test, /xss-test, /wordlist, /webshell-detect, /api-keys.
• 3 Specialized Agents: Pentest Advisor, CTF Assistant, Bug Bounty Hunter.
• Curated SecLists content without the bloat.
Installation: Get Started in 60 Seconds!
# Add the awesome-security-skills marketplace
/plugin marketplace add Eyadkelleh/awesome-claude-skills-security
# Install all security skills at once
/plugin install security-fuzzing@awesome-security-skills
# ... (and other skills like passwords, patterns, payloads etc.)
# Try a slash command
/sqli-test
# Or ask Claude naturally
"Use the security-fuzzing skill to show me SQL injection payloads"
bug-bounty-hunter agent for scope validation, methodology guidance, and tool selection./wordlist• Real-world example: Discovered 47 subdomains and found a CORS misconfiguration that paid $1,200!
# Or ask naturally: "Use the security-fuzzing skill to give me DNS wordlists for subdomain enumeration"
/api-keys• Pro tip: Found a leaked AWS key in a public repo leading to S3 bucket access – $3,000 bounty!
# Or: "Use the security-patterns skill to scan this codebase for exposed API keys..."
/sqli-test• Real example: Bypassed authentication on a healthcare platform for $2,000!
# Then provide context: "I'm testing a login form at https://target.com/login. The username parameter seems vulnerable..."
/xss-test• My $2,500 XSS story: Used a polyglot payload on a fintech app's transaction memo field for a high-severity stored XSS!
# Then provide details: "I found a reflection point in the search parameter at target.com/search?q=test..."
🗺️ Bug Bounty Platforms: Your 2026 Hunting Ground Guide! 🎯
Starting your bug bounty journey can be tricky, especially choosing the right platform. Don't make the rookie mistake of jumping into the deep end! This guide compares the top bug bounty platforms to help you find your perfect hunting ground based on your skill level.
Why Platform Selection Matters:
Many beginners struggle not because of lack of skill, but because they're competing on platforms that demand years of experience. This guide will help you avoid that by matching you with platforms that fit your current expertise!
📊 Platform Comparison at a Glance:
| Platform | Best For | Avg Bounty | Difficulty |
| --------- | ----------- | ---------- | ---------- |
| HackerOne | All levels | $500-2K | ⭐⭐⭐⭐ |
| Bugcrowd | Beginners | $200-1K | ⭐⭐⭐ |
| Intigriti | Europeans | $300-1.5K | ⭐⭐⭐ |
| YesWeHack | French/EU | $200-1K | ⭐⭐⭐ |
| Synack | Experienced | $1K-5K | ⭐⭐⭐⭐⭐ |
#Analytics
#Threat_Research
An analytical review of the main cybersecurity events for the week (Mar.7-14, 2026)
1⃣ YARA-X 1.14.0 Release
// A rewrite of YARA in Rust
2⃣ RCE in Nextcloud Flow via vulnerable Windmill version
// CVE-2026-29059
3⃣ Analyzing "Zombie Zip" Files (CVE-2026-0866)
// The trick is to change the compression method to STORED while the contend is still DEFLATED: a flag in the ZIP file header states the content is not compressed, while in reality, the content is compressed
4⃣ How "Strengthening Crypto" Broke Authentication: FreshRSS and bcrypt's 72-Byte Limit
// An authentication bypass in FreshRSS, a self-hosted RSS aggregator. It is a good example of how over-engineering can hurt the security of an application
5⃣ OpenAI Codex Security AI agent
// Available in research preview format
6⃣ On the Effectiveness of Mutational Grammar Fuzzing
// More coverage does not mean more bugs. Mutational grammar fuzzing tends to produce samples that are very similar
7⃣ AEGIS v.0.9.1
// EDR for AI Agents
]-> Analytical review (Feb.28-Mar.7, 2026)
#Infosec_Standards
"SL5 Standard for AI Security",
Ver. 0.1, Mar. 2026.
]-> OSCAL Profile (JSON)
// A NIST SP 800-53 overlay for frontier AI infrastructure achieving nation-state-level security by 2028/2029
#Malware_analysis
1⃣ The ExifTool vulnerability:
how an image can infect macOS systems
https://www.kaspersky.com/blog/exiftool-macos-picture-vulnerability-mitigation-cve-2026-3102/55362
2⃣ 5 Malicious Rust Crates Posed as Time Utilities to Exfiltrate .env Files
https://socket.dev/blog/5-malicious-rust-crates-posed-as-time-utilities-to-exfiltrate-env-files
3⃣ New A0Backdoor Linked to Teams Impersonation and Quick Assist Social Engineering
https://www.bluevoyant.com/blog/new-a0backdoor-linked-to-teams-impersonation-and-quick-assist-social-engineering
4⃣ Uncovering a phishing campaign abusing MS Device Code Authentication and Cloudflare Worker Pages, with detection hunts for Entra and MS365
https://newtonpaul.com/blog/device-code-phishing-campaign
5⃣ BeatBanker: A dual‑mode Android Trojan
https://securelist.com/beatbanker-miner-and-banker/119121
#CogSec
#Analytics
"How Effective Are Publicly Accessible Deepfake Detection Tools? A Comparative Evaluation of Open-Source and Free-to-Use Platforms", Mar. 2026.
// This paper presents the first cross-paradigm evaluation of six tools, spanning two complementary detection approaches: forensic analysis tools (InVID \& WeVerify, FotoForensics, Forensically) and AI-based classifiers (DecopyAI, FaceOnLive, Bitmind)
#MLSecOps
#Sec_code_review
"SecCodeBench-V2 Technical Report", Feb. 2026.
// SecCodeBench-V2 (SCBv2) - benchmark for evaluating LLM copilots’ capabilities of generating secure code. SCBv2 adopts a function-level task formulation: each scenario provides a complete project scaffold and requires the model to implement or patch a designated target function under fixed interfaces and dependencies. For each scenario, SCBv2 provides executable PoC test cases for both functional validation and security verification. All test cases are authored and double-reviewed by security experts, ensuring high fidelity, broad coverage, and reliable ground truth
#Research
#MLSecOps
"Real Money, Fake Models: Deceptive Model Claims in Shadow APIs", Mar. 2026.
// Through multidimensional auditing of three representative shadow APIs across utility, safety, and model verification, we uncover both indirect and direct evidence of deception practices in shadow APIs
#Whitepaper
"Evaluating Configurations for Reducing Problematic Emotional Engagement in Enterprise LLM Deployments: Implications for Insider Threat Risk", 2026.
// Insider threat (employees intentionally sabotaging, damaging, or otherwise disrupting operations) is an ongoing and increasing concern for most organizations. At the same time, organizations are rapidly expanding their adoption of LLMs. LLMs exhibit traits designed to increase engagement in human-AI interaction
#Analytics
#Threat_Research
"The 2026 VulnCheck Exploit Intelligence Report".
// The data in this report shows that barely one percent of vulnerabilities disclosed in 2025 were ever exploited, but those that were moved faster, hit harder, and increasingly did so before defenders even had a chance to react. The findings that follow show how adversaries actually operated in 2025, how quickly exploitation occurred, and where defenders lost time
🚀 17,000 prompts in one database - everything you need to work with AI is collected!
The developers have collected a huge repository of queries for all top neural networks: from Midjourney and ChatGPT to Runway and DALL E.
✅ What's inside:
• All prompts are conveniently sorted by categories, tasks, styles and tools - you won’t get lost.
• Usage examples are included with each request.
• The service helps to adapt your own prompts to specific tasks.
• You can publish your prompts and share them with others.
• There is a quick extension for Chrome.
• And all this is free.
https://promptport.ai/
🎯 The "Tutorial Hell" Escape Plan: Landing Your First Bug! 🎯
Tired of watching endless YouTube tutorials but freezing up the second you look at a real target? It's 2026, and the barrier to entry might look intimidating, but the roadmap has never been clearer! Discover how to transition from passive learning to active hunting and land that first valid report.
The "Aha!" Moment That Changes Everything:
Many beginners burn out within the first month because they chase complex zero-days on heavily fortified scopes. The bug bounty game for beginners isn't about outsmarting the top 1% of hackers; it's about mastering the fundamentals, picking the right targets, and building a repeatable, bulletproof methodology!
What is the "Zero to First Bug" Guide?
This isn't just another massive list of tools that will overwhelm you. It is a structured blueprint designed to cut through the noise and take you step-by-step toward your first triaged vulnerability.
• The Goal: Getting your first valid finding (the hardest milestone!).
• What you'll learn in this breakdown:
• The Mindset Shift: Why you need to stop acting like a scanner and start acting like a user.
• The Tool Stack: Stripping it down to the essentials—Burp Suite, your browser, and your brain.
• Target Selection: Why you should avoid public HackerOne programs and where to look instead (VDPs and wide scopes).
• The "First Bug" Vulnerabilities: Focusing on IDORs, Business Logic errors, and misconfigurations instead of complex exploit chains.
The Beginner Hunter's Workflow: From Zero to Triaged
See the exact phases you need to follow to stop guessing and start hunting!
• Phase 1: The Foundation (Setting the Trap)
• Stop relying on automated tools you don't understand. Route your traffic, learn HTTP, and map the application manually.
# The beginner's golden rule:
If you don't understand the baseline normal traffic of the web app, you will never spot the anomaly that leads to a bug.
# The payload that gets beginners on the board:
GET /api/v1/users/account?id=1005 HTTP/1.1
--> Change the ID to a victim's ID and observe the response.
🗺️ The $8,000 Subdomain That Changed Everything: Mastering Amass! 🗺️
Tired of fighting over the exact same subdomains as 500 other hunters on HackerOne or Bugcrowd? It's time to stop relying on single-source scanners and start mapping the *entire* attack surface! Discover how a deep dive into advanced reconnaissance turned a forgotten piece of infrastructure into a massive payout.
The "Aha!" Moment That Changes Everything:
Most hunters run a basic subfinder script and call their recon done. But the most lucrative bugs aren't hiding on the main web app; they are buried in obscure ASNs, forgotten corporate acquisitions, and shadow IT. If you want to find critical bugs with zero competition, you need a tool that builds an interconnected map of your target's true footprint. Enter OWASP Amass.
Why Amass is the Ultimate Recon Beast:
Amass isn't just a subdomain scraper—it's an advanced network mapping engine. It combines passive DNS enumeration, reverse WHOIS, web archiving, and aggressive brute-forcing to uncover infrastructure the company itself didn't know it still had online!
• The Target: Massive enterprise scopes where forgotten assets go to die.
• What you'll learn in this breakdown:
• Intel Gathering: How to find root domains and ASNs that are completely undocumented.
• Active vs. Passive Enum: When to quietly scrape APIs and when to aggressively brute-force DNS.
• The Golden Asset: How tracking infrastructure changes led to an exposed staging environment.
• The Reward: Turning a neglected dev portal into an $8,000 critical payout.
The Bug Hunter's Workflow: From ASN to an $8k Report
See the exact methodology and commands that lead to uncovering high-value assets!
• Phase 1: Intelligence Gathering (Expanding the Scope)
• Don't just scan the domains they give you. Find the IP space they actually own!
# Finding all ASNs associated with the target organization
amass intel -org "Target Company"
# Finding root domains using reverse WHOIS
amass intel -whois -d target.com
# Running an active enumeration with multiple data sources and brute-forcing
amass enum -active -d hidden-target.com -brute -w /path/to/custom_wordlist.txt -src
Container security is becoming the highest-paying frontier in bug bounties, but a lot of hunters still skip over complex container escapes.
I’ve just updated the CipherOps GitBook with a deep dive into the runc container breakout vulnerability. I break down exactly how an attacker escapes the isolated environment to gain full access to the host operating system.
If you want to understand modern cloud exploitation and privilege escalation, give this a read.
⚡️ Read the full write-up:
CipherOps: CVE-2024-21626 Container Escape
🐧 Linux Pipes: Master Inter-Process Communication! 🚀
Understanding how pipes work in Linux is fundamental for efficient command-line operations, scripting, and even understanding certain aspects of system security. Let's break down how processes talk to each other!
What are Pipes?
Pipes allow data to flow from the stdout (standard output) of one process directly into the stdin (standard input) of another process. Think of it as a one-way channel for data!
• Unidirectional: Data always flows in one direction (writer to reader).
• Conceptual Flow: Process A (stdout) → [PIPE] → (stdin) Process B
🧪 Anonymous Pipes
These are temporary, unnamed communication channels between two related processes, existing only during their execution. You use them all the time when chaining commands!
• Scope: Only alive while the processes are running.
• Creation: Implicitly via the | operator in your shell!
• Usage Example:
cat file.txt | grep "keyword" | wc -l
cat reads file.txt.grep.grep filters for "keyword".wc -l.wc -l counts the lines.mkfifo or mknod.mkfifo my_pipe2. Write to the pipe (in one terminal):
echo "Hello, World!" > my_pipe &3. Read from the pipe (in another terminal):
cat < my_pipe
⚡️ 50 Copy-Paste Recon Commands That Find Bugs! 🪲
Tired of manual recon? This comprehensive guide arms you with 50 ready-to-use commands that you can copy, paste, and run to find bugs faster! From subdomain enumeration to AI-powered techniques, get ready to supercharge your reconnaissance workflow.
Quick Navigation to Key Categories:
• 🌳 Subdomain Discovery (1-15): Uncover hidden subdomains.
• 📡 Live Host Detection (16-25): Identify active hosts.
• Ports Scanning (26-35): Scan for open ports and services.
• 📄 Content Discovery (36-45): Find directories, files, and API endpoints.
• 🤖 AI-Powered Commands (46-50): Leverage AI for enhanced recon.
Let's dive into some highlights and essential commands!
🌳 Subdomain Discovery (Passive Enumeration)
Find subdomains without making direct DNS queries, staying stealthy!
# 1. Subfinder with all sources
subfinder -d target.com -all -silent -o subs.txt
# 2. Amass passive enumeration (thorough!)
amass enum -passive -d target.com -o amass.txt
# 8. CRT.sh certificate transparency (powerful for certs!)
curl -s "https://crt.sh/?q=%25.target.com&output=json" | jq -r '.[].name_value' | sort -u > crtsh.txt
# 14. Combine ALL passive sources
cat subs.txt amass.txt assetfinder.txt ... (and other files) | sort -u > all_passive_subs.txt
# 16. Fast HTTP probing with httpx
httpx -l all_passive_subs.txt -silent -o live_hosts.txt
# 19. HTTPX with technology detection (great for tech stack!)
httpx -l all_passive_subs.txt -tech-detect -silent -o hosts_tech.txt
# Combined Output: Get everything in one command
httpx -l all_passive_subs.txt -status-code -title -tech-detect -web-server -ip -silent -o hosts_full.txt
# 46. AI subdomain wordlist generator
# Use OpenAI to generate prefixes like environments, services, regions.
python3 << 'EOF'
import openai
openai.api_key = "YOUR_API_KEY"
target = "target.com"
prompt = f"Generate 50 subdomain prefixes for {target} including environments, services, and regions. One per line."
response = openai.ChatCompletion.create(model="gpt-3.5-turbo", messages=[{"role": "user", "content": prompt}])
print(response.choices[0].message.content)
EOF
# 47. AI-powered Google Dorks generator
# Find sensitive info, exposed docs, GitHub repos, API docs.
python3 << 'EOF'
import openai
openai.api_key = "YOUR_API_KEY"
target = "target.com"
prompt = f"Generate 10 Google dorks to find sensitive information about {target}. Include searches for exposed documents, GitHub repos, API docs."
response = openai.ChatCompletion.create(model="gpt-3.5-turbo", messages=[{"role": "user", "content": prompt}])
# ... (rest of the script)
EOF