Continuous Delivery for Microservices Architecture
Discover effective strategies for implementing continuous delivery in microservice architectures, addressing common challenges and orchestrating CI/CD practices for distributed systems.
Tracing Adventures from Pull Request to Production - Using OpenTelemetry for Deploy Troubleshooting
Discover how distributed tracing and OpenTelemetry signals can improve collaboration between developers and operators while troubleshooting deployment issues from PR to production.
Automated Modular Program Verification - From Testing to Mathematical Proofs
Dive into automated program verification techniques to mathematically prove software correctness, exploring tools, methodologies, and real-world applications like the Scion Internet Architecture.
AI Will Program Itself: Synthesis, Learning and Beyond
Explore how AI and program synthesis combine to revolutionize software development, enabling more reliable and introspective systems through code-based knowledge representation.
Deploying a Production Kubernetes Platform on OpenStack Magnum with Zuul - An Open edX Case Study
Explore the migration journey from Ansible-based Open edX deployment to a Kubernetes platform using OpenStack Magnum and Zuul, covering technical challenges and architectural solutions.
SPDK and Infrastructure Offload Using NVMe-oF for High Performance Storage
Explore how SPDK NVMe-oF target enables infrastructure offload, combining direct-attached storage performance with shared storage benefits through vendor-agnostic frameworks and libraries.
Data as the Programming Interface - The Future of AI Development
Explore how data-centric approaches revolutionize AI development, focusing on specialized evaluation, fine-grained analysis, and scalable solutions for capturing human feedback in enterprise systems.
AI Integration in Software Development - Transforming DevSecOps Cycles
Discover how AI revolutionizes software development by enhancing DevSecOps processes, boosting productivity, and strengthening security measures while debunking common myths about AI integration.
Being Friendly to Your Computer Hardware in Software Development
Discover how software engineering practices can better align with modern hardware architectures, optimizing performance through hardware-aware development approaches and practical implementation strategies.
Testing and Building Production-Ready LLM-Based Conversational AI Systems
Explore practical insights and testing methodologies for enhancing chatbots with LLMs, from proof-of-concept evaluation to production-ready implementation strategies.
Automation of the Automation Using ChatGPT for Test Generation and Integration
Master prompt engineering and ChatGPT integration for automated testing, focusing on Playwright implementation, self-testing mechanisms, and practical DSL development for UI and API test generation.
Build End-to-End MLOps Platform with Open Source DVC Ecosystem
Master MLOps platform development using DVC ecosystem for data versioning, experiment tracking, and CI/CD pipeline automation. Learn practical implementations across various industries and ML applications.
Introduction to DsPy Framework and Building Blocks - Part 1
Discover the fundamentals of DsPy framework for optimizing LLM pipelines, exploring its core components and how it differs from LangChain and LlamaIndex in this introductory guide.
Performance Evaluation of Open-Source Instruction-Tuned Large Language Models
Explore the latest performance benchmarks and evaluation methodologies for open-source instruction-tuned Large Language Models through comprehensive leaderboard comparisons.
The Cash Value of Technical Debt - How to Scare Your Boss into Doing the Right Thing
Learn how to quantify and communicate technical debt's financial impact, enabling better conversations with management about code quality and refactoring priorities.
The C4 Model for Visualizing Software Architecture
Discover how to effectively communicate software architecture through the C4 model, creating clear visual representations and shared vocabulary for better team alignment and documentation.
From Backend Developer to DevOps - The Journey of Transformation
Discover how to transition from backend development to DevOps, exploring scalable solutions, system comprehension, and platform-level thinking while managing multiple engineering teams.
How to Use AI to Bring New Value to Business - Avoiding Common AI Implementation Pitfalls
Discover practical insights into AI implementation challenges and solutions, focusing on 10 common pitfalls that prevent AI projects from reaching production, based on 8 years of real-world experience.
Industrializing In-Game Machine Learning Solutions: From Prototypes to AAA Games
Discover how Ubisoft industrializes machine learning for AAA games through a modular framework, balancing cutting-edge ML capabilities with stable game development requirements.
LLama 2 and PEFT Documentation - Building Interactive LLM with Retrieval Augmented Generation
Master building a RAG-enhanced LLM system using Llama 2 through hands-on coding. Learn web scraping, embedding generation, vector indexing, and semantic search to create an AI that leverages external knowledge sources.
Multi-Agent AI Systems with AutoGen - Complete Code Tutorial
Dive into Microsoft's AutoGen framework, exploring multi-agent AI systems through practical code examples, communication protocols, and agent control mechanisms for advanced LLM applications.