The Forgotten Power of /var/run/docker.sock - Docker API Events and Automation
Explore Docker API's events endpoint for automation and extensions. Learn how nginx-proxy works and apply principles to create your own Docker-based hacks and tools.
Structured Data with IPLD - Introduction to Verifiable Data Structures for IPFS
Explore IPLD concepts for building verifiable data structures to support decentralized apps on IPFS, going beyond simple file storage to structured app data.
GPT-4 Turbo Documentation Converter to JSON Format
Convert documentation into easily chunkable JSON format using GPT-4 Turbo, enhancing retrieval accuracy. Explore basic to advanced implementations and iteratively improve generated documentation for better searchability.
Home Assistant 101: Integrating MQTT Devices Manually
Learn to integrate MQTT devices into Home Assistant, covering sensors, switches, and lights. Gain practical skills to add various MQTT devices and better understand official documentation.
Deployment API: Simplifying DC/OS Deployments for Developers
Streamline DC/OS deployments with a custom API that enhances Marathon JSON, ensuring operational standards and simplifying the process for development teams.
NoSQL Is Not NoVulnerable - Exploring Security Risks in NoSQL Databases
Explores vulnerabilities in NoSQL databases, comparing threats to traditional SQL systems and demonstrating new attacks exploiting complex data types like JSON to bypass application-level access controls.
Fine-Tuning ChatGPT 3.5 with Synthetic Data from GPT-4 - Step-by-Step Guide
Explore step-by-step fine-tuning of ChatGPT 3.5 using GPT-4 synthetic data. Learn dataset selection, generation, model training, and evaluation for improved LLM results.
AutoGen Introduction: Step-by-Step Guide Including Docker Setup
Step-by-step guide to using AutoGen library for creating agent interactions with GPT-4, including config setup, conversation history saving, and Docker integration for safe code execution.
Adding Location Support to Your Scope
Explore location-aware scope development for Ubuntu, including search metadata, scope settings, and JSON handling. Learn to create region-specific results and enhance user experience.
Building an AI RAG Application with LangChain and Next.js
Learn to enhance chatbots using LangChain and Next.js, focusing on RAG applications. Covers key concepts, implementation steps, and practical examples for building advanced AI-powered chat systems.
Building an LLM Fine-Tuning Dataset - From Reddit Comments to QLoRA Training
Learn to build a QLoRA fine-tuning dataset for language models using Reddit data. Covers data acquisition, processing, structuring, and training sample creation, culminating in QLoRA training and results analysis.
AI Software Bill of Materials - From EU AI Act to MLOps
Explore the EU AI Act's transparency requirements and learn how to implement an AI Software Bill of Materials in your MLOps processes for enhanced compliance and transparency.
Fine-tuning Phi-3 for LeetCode: Dataset Generation and Unsloth Implementation
Learn to generate LeetCode datasets and fine-tune Phi-3 models using Unsloth for improved coding problem-solving performance. Explore dataset creation, model training, and result evaluation.
Seitan: A Plant-Based Recipe Against Syscall Anxiety
Explore a unified approach to privilege separation in containers and VMs using Seitan. Learn to write JSON recipes for filtered system calls and enhance security for untrusted workloads.
Config-Based Development for LLMs: Versioning, Routing, and Evaluating LLMs
Explore config-based development for LLMs, covering versioning, routing, and evaluation techniques to transition Generative AI apps from prototype to production efficiently.
Modern Internet-Scale Network Reconnaissance - Underflow
Explore modern internet-scale network reconnaissance techniques, including data processing, platform capabilities, certificate transparency, cloud discovery, and domain fronting for enhanced cybersecurity insights.
Dominating the DBIR Data
Explore data analysis techniques for cybersecurity incidents, covering data collection, processing, and validation. Learn to generate meaningful statistics and uncover novel findings in security datasets.
Automation Plumbing
Explore efficient automation workflows for cybersecurity, covering detection, aggregation, processing, and plumbing solutions using tools like Python, Elastic Search, Splunk, and Log Stash.
Dangling Packages Leading to RCE
Explore dependency confusion attacks and how unclaimed packages in project files can lead to remote code execution. Learn about real-world vulnerabilities and mitigation strategies.
Patterns for Scalable Web Services in Go
Explore Go's features and packages for building scalable web services, covering HTTP, JSON, reflection, testing, deployment, logging, and more. Learn battle-ready patterns for production.
Foundations for Decentralization - Data with IPLD
Explore IPLD, a data format for decentralized systems. Learn about its format layer, data model, and schema system to simplify building content-addressable storage and immutable data structures.