Search Results for "patterns"
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Showing 12 open source projects for "patterns"
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Generative AI for Beginners (Version 3)
21 Lessons, Get Started Building with Generative AI
...Lessons are split into “Learn” modules for core concepts and “Build” modules with hands-on code in Python and TypeScript, so you can jump in at any point that matches your goals. The course covers everything from model selection, prompt engineering, and chat/text/image app patterns to secure development practices and UX for AI. It also walks through modern application techniques such as function calling, RAG with vector databases, working with open source models, agents, fine-tuning, and using SLMs. Each lesson includes a short video, a written guide, runnable samples for Azure OpenAI, the GitHub Marketplace Model Catalog, and the OpenAI API, plus a “Keep Learning” section for deeper study. -
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Scoop (un)installer
Next-generation Scoop (un)installer
Scoop (un)installer is the official installer and uninstaller script system for Scoop, designed to make Scoop setup reliable, configurable, and repeatable across different Windows environments. Instead of being “just a one-liner,” it supports a full parameterized workflow where you can choose custom install directories, set global app locations, and control how networking is handled during installation. It is meant to run from PowerShell with appropriate execution policy and language mode,... -
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Thanos.sh
if you are Thanos(root), this command could delete half your files
Thanos.sh is a small—but dangerous—tool that randomly deletes roughly half of the files on a system (hence the name). It ships as a shell script plus a PowerShell variant (Invoke-Thanos.ps1) that can target files, environment variables, registry entries, functions, aliases and certificates, and the repository warns repeatedly not to run it casually. The project includes short installation notes (for example, macOS requires gshuf from coreutils) and a README that frames the script as a “real... -
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GOAD (Game of Active Directory)
game of active directory
...The tool aggregates results into structured formats and can produce interactive graphs to highlight relationships between entities (e.g. domain → IP → cert → ASN). Analysts can filter, cluster, and explore these relationships to identify infrastructure patterns, potential subdomains, or attack surfaces. Integrations may include metadata like geolocation, WHOIS, and risk scoring to prioritize leads. GOAD helps teams transition from fragmented OSINT tools to a unified reconnaissance dashboard where exploration and filtering are first-class. -
MongoDB Atlas runs apps anywhereMongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.
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IntuneManagement
Copy, export, import, delete, document and compare policies
IntuneManagement is a collection of scripts, modules, and automation patterns for administering Microsoft Intune environments at scale. It provides helpers to manage device enrollment, configuration profiles, compliance rules, application assignments, and reporting, often leveraging PowerShell and the Microsoft Graph API to perform bulk operations. The toolkit is aimed at IT pros who must apply consistent policies across many endpoints, offering idempotent commands and templates to codify common policies and onboarding flows. ... -
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Enterprise-Scale
The Azure Landing Zones (Enterprise-Scale) architecture
Enterprise-Scale is a reference architecture and set of landing-zone blueprints for building large, governed Azure estates. It codifies recommended patterns—network topology, identity integration, subscription and resource organization, policy assignment, and guardrails—so enterprises can provision repeatable, secure, and compliant environments for workloads. The project supplies deployable artifacts (Bicep/ARM/Terraform modules, examples, and documentation) to accelerate consistent deployments across regions and teams while embedding best practices for security, cost management, and operations. ... -
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AI File Sorter
Local AI file organization with categorization and rename suggestions
AI File Sorter is a cross-platform desktop application that uses AI (local LLMs run on your computer) to organize files and suggest meaningful file names based on real content, not just filenames or extensions. The app can analyze images locally and propose descriptive rename suggestions (for example, IMG_2048.jpg → clouds_over_lake.jpg). It can also analyze document text to improve categorization and renaming. Supported formats include PDF, DOCX, XLSX, PPTX, ODT, ODS, ODP, and common... -
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Ultimate AppLocker Bypass List
The most common techniques to bypass AppLocker
UltimateAppLockerByPassList is a community-curated repository that collects known techniques, patterns, and candidate binaries that have been observed or proposed to bypass Microsoft AppLocker and similar executable control policies. The project functions as a living catalog: entries list binaries, script hosts, and patterns that researchers have tested or reported in the wild, along with notes about context, platform constraints, and mitigation ideas. -
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windows-development-environment
Turning Windows into an environment ready for modern development
...Instead of piecing together individual tutorials, the repository provides curated scripts, recommended tooling configurations, and step-by-step instructions that cover everything from PowerShell and Windows Subsystem for Linux (WSL) to code editors like VS Code, and from package managers (e.g., Scoop/Chocolatey) to Docker and Git workflows. By codifying these patterns, it reduces onboarding time and ensures consistency in dev setups — especially valuable for teams that want standardized tooling across Windows boxes. -
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Active Directory Exploitation
A cheat sheet that contains common enumeration and attack methods
...It aggregates short, copy-ready PowerShell, C, .NET and Python snippets as well as command examples so operators can quickly run checks or reproduce techniques in lab environments. The content also includes .NET payload patterns, reverse PowerShell helpers, notes on privileged accounts and groups, and practical tips for hunting or protecting high-value targets. -
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git-secrets
Prevents you from committing secrets and credentials into git
git-secrets is a Git extension that helps prevent secrets—API keys, credentials, tokens, private keys—from being accidentally committed into version control. It works by applying configurable regular-expression patterns over commit contents (and merge history) and rejecting commits or merges that violate the policy. The tool includes hooks that integrate into git commit and git merge, as well as commands to list, add, or remove secret patterns, and to scan existing history for leaks. Teams often deploy it as part of their developer toolchain to enforce a security guardrail: you catch leaks early rather than discovering them later. ... -
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BashBunny Payloads
The Official Bash Bunny Payload Repository
...Payloads demonstrate how the device can emulate human interface devices (keyboard/mouse), Ethernet adapters, serial gadgets, or mass storage to automate complex workflows once plugged into a host. The collection ranges from benign administrative automation to offensive security demonstrations used in penetration testing, showcasing patterns like keystroke automation, reverse shells, credential capture (for lab use), and lateral transport techniques. Each payload typically includes a payload.txt control file with stages and configurable parameters so operators can adapt behavior to different targets. Because the device and its payloads are powerful, the repository emphasizes responsible use—training, red-team engagements with authorization, and awareness of legal/ethical boundaries.
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