Resources   No resource found

• Modern Configuration System in ASP.NET CoreNov 28, 2025. Explore ASP.NET Core's modern configuration system: flexible, secure, and environment-aware. Master providers, options, secrets, and best practices for scalable apps.
• Customer Support Ticket App — ASP.NET Core + AngularNov 26, 2025. Build a robust customer support ticket app using ASP.NET Core and Angular. Learn practical implementation, authentication, database design, and best practices.
• Understanding Agent Frameworks, Runtimes, and Harnesses in Modern AI SystemsNov 27, 2025. A long, detailed, SEO- and GEO-optimized guide explaining AI agent frameworks, runtimes, and harnesses, including architecture, workflows, diagrams, and practical examples.
• Eventual Consistency Monitoring SystemNov 26, 2025. Build an Eventual Consistency Monitoring System to detect data mismatches across microservices. Includes architecture, drift detection, reconciliation, and dashboards.
• Refactoring N+1 Queries in Transactional SystemsNov 26, 2025. Eliminate N+1 query problems in transactional systems! Learn to detect, refactor, and prevent performance bottlenecks with SQL, ORM tuning, and architectural changes.
• Command Routing and Prioritization Patterns at ScaleNov 25, 2025. Scale command handling with routing & prioritization! Learn patterns for high-volume systems, ensuring fairness, SLAs, isolation, and predictable load behavior.
• AI TRiSM: Building Trust and Accountability in AI SystemsNov 25, 2025. Explore AI TRiSM: a crucial framework for building trustworthy, secure, and ethical AI systems. Learn about its pillars, applications, and implementation.
• Domain Context Isolation With Federation RulesNov 25, 2025. Isolate domain contexts in large systems using federation rules. Enable safe inter-domain communication, strict authorization, and scalable deployments. Essential for modular platforms.
• Continuous Index Tuning System (CITS): A Self-Optimizing SQL Server Index Management EngineNov 25, 2025. Automate SQL Server index tuning with CITS! This system continuously analyzes workloads, identifies index issues, and generates safe, intelligent recommendations.
• 🚀 Building a Local Document RAG System Using Node.js, Supabase, and OpenAINov 25, 2025. Build a local RAG system with Node.js, Supabase, and OpenAI! Index PDFs, ask questions in natural language, and get accurate answers. Secure & scalable!
• AI-Driven Field Suggestion System (Predict Next Fields and Auto-Fill Forms)Nov 24, 2025. AI-driven field suggestion systems predict and auto-fill form fields, boosting productivity, reducing errors, and improving user experience. Adaptive forms are the future!
• Intelligent Build System: Detect Only Impacted Angular/.NET Modules and BuildNov 24, 2025. Speed up CI/CD for Angular & .NET monorepos! This article details an intelligent build system that detects impacted modules, saving time and resources. Build smarter!
• How AI Agents Use Filesystems for Context EngineeringNov 24, 2025. A comprehensive guide to how AI agents leverage filesystems for scalable context engineering, metadata enrichment, retrieval workflows, and persistent memory, based on modern LangChain patterns.
• 5 Hidden Gems in ASP.NET Core You Probably Aren’t UsingNov 23, 2025. This article explores five powerful yet often overlooked features in ASP.NET Core that can significantly improve application performance, reliability, and scalability. From background processing with IHostedService and built-in Health Checks to Endpoint Filters, HTTP/3 support, and Rate Limiting middleware, this guide helps developers understand and implement these hidden gems effectively. With practical explanations and real-world relevance, this article is ideal for developers looking to enhance their ASP.NET Core skills and build modern, production-ready applications.
• Building a Visual Workflow → Code Generator SystemNov 24, 2025. Build visual workflows that generate deployable .NET code! Ditch runtime engines for faster, auditable, and scalable automation. Design, version, and deploy with ease.
• Multi-Layered Rate Limiting (User-Level, IP-Level, API-Level)Nov 24, 2025. Protect APIs with multi-layered rate limiting! Learn a practical architecture for fair usage, abuse prevention, and scalability using IP, user, and API tiers.
• Dynamic Provisioning System (Auto-Create DB, Schema, and Storage for New Tenant)Nov 21, 2025. Automate tenant onboarding in SaaS with a dynamic provisioning system! Learn to auto-create databases, schemas, and storage using .NET Core and SQL Server. Scale effortlessly!
• Event Replay System (Reprocess Events Without Affecting Live Users)Nov 21, 2025. Build a robust Event Replay System with .NET and Angular to reprocess historical events without disrupting live users. Essential for recovery and migration.
• Event Replay System (Reprocess Events Without Affecting Live Users)Nov 21, 2025. Safely reprocess historical events for bug fixes, model retraining, or new consumers without impacting live systems. Implement idempotent, auditable replays.
• Building a Simple Event Rental Inventory System Using ASP.NET Core and Entity FrameworkNov 21, 2025. Build a simple event rental inventory system using ASP.NET Core MVC and Entity Framework Core. Perfect for party rentals, equipment lenders, and more! Beginner-friendly tutorial.
• Multi-Region Token Validation Without a Central CacheNov 21, 2025. Secure multi-region token validation without a central cache. Achieve fast revocation and local validation using JWTs, refresh tokens, and event streaming.
• Designing a Distributed Job Locking System | .NET + Redis + SQLNov 21, 2025. Prevent duplicate job execution in distributed systems! This .NET guide covers Redis & SQL locking, fencing tokens, leases, monitoring, and best practices.
• Creating a Multi-Tier Attachment Storage System (Hot, Warm, Cold Storage)Nov 19, 2025. Build a cost-effective multi-tier attachment storage system (Hot, Warm, Cold) using Angular and ASP.NET Core. Automate lifecycle, secure access, and optimize costs.
• Dynamic Row & Column Permission System | Field-Level Security and Rule Engine for Angular + .NET ApplicationsNov 19, 2025. Implement dynamic row & column permissions in Angular & .NET apps. Secure sensitive data with field-level security, a rule engine, and metadata-driven access control.
• Creating a Multi-Tier Attachment Storage System (Hot, Warm, Cold Storage) Using Angular and .NETNov 19, 2025. Build a scalable attachment storage system with Angular & .NET! Hot/Warm/Cold tiers, auto-migration, and seamless access for enterprise applications. Reduce costs!
• Implementing a Complex Ledger System | Double Entry, Audit Trails, Integrity Rules in .NET with Angular Front-EndNov 19, 2025. Build a robust ledger system in .NET with Angular! Double-entry accounting, audit trails, integrity rules, and a complete posting pipeline explained.
• Dynamic Row & Column Permission System (Field-Level Security Using a Rule Engine)Nov 19, 2025. Implement dynamic row and column-level security for enterprise apps. Centralize permissions, enforce rules at the API, and mask sensitive data. Enhance security and compliance.
• Designing a Historical Snapshot System | Angular + .NETNov 19, 2025. Build a robust historical snapshot system in Angular & .NET for data auditing, recovery, and compliance. Capture, store, and restore entity states efficiently.
• How to Create a Windows Service Using C#Nov 20, 2025. Learn how to create a Windows Service in C# using Visual Studio! This step-by-step guide covers project setup, coding, installation, debugging, and common use cases. Automate tasks and run background processes efficiently.
• Why Big Websites Like X, Meta, or Google Sometimes CrashNov 19, 2025. Explore why giants like X, Meta, and Google crash despite massive infrastructure. Learn from their outages to build more resilient systems. A must-read for developers!
• Common Root Causes of Failures in Distributed SystemsNov 19, 2025. Uncover the common pitfalls in distributed systems! Learn about network partitioning, latency, clock skew, and more. Build resilient architectures!
• How Google Maintains Global Reliability at Planet ScaleNov 19, 2025. Explore Google's strategies for maintaining global reliability at planet scale. Discover the architecture, SRE practices, and automation behind their always-on services.
• Building a Document Overwriting Protection System (Leases, Locks, Expiry) with Angular + .NETNov 19, 2025. Prevent document overwriting in multi-user apps! Learn to build a robust locking system with Angular and .NET 8, featuring leases, expiry, and conflict resolution.
• Intelligent Query Router: Routing Reads to Replicas and Writes to Primary for High-Performance SystemsNov 19, 2025. Intelligent Query Routers boost system performance by routing reads to replicas and writes to the primary database. Achieve scalability and high availability.
• The Serialization Spectrum: An Architect's Deep Dive into JSON, Typed Formats, and Data Contracts for High-Performance .NET SystemsNov 19, 2025. Unlock peak .NET performance! Deep dive into JSON, typed formats (protobuf, MessagePack), and data contracts. Optimize serialization for robust, scalable systems.
• Designing a Data Versioning System — store history of every record (SQL Server + .NET)Nov 17, 2025. Implement data versioning in SQL Server and .NET to track record changes. Essential for audit, compliance, and features like time travel and record revert.
• Implementing an Angular Performance Budget System — Auto-block Heavy BundlesNov 18, 2025. Enforce Angular performance budgets! Auto-block heavy bundles in CI/CD. Improve Core Web Vitals & user experience with this practical guide.
• Creating a SQL-Based Notification System (Trigger + Queue Table)Nov 18, 2025. Build a robust SQL notification system using triggers and a queue table. Centralize data event tracking, enabling real-time alerts and asynchronous workflows. Includes practical scripts and architecture.
• Creating a .NET Webhook Receiver and Sender System: Architecture, Implementation, Security, and Retry MechanismNov 17, 2025. Build a robust .NET webhook system with ASP.NET Core 8! This guide covers architecture, security (HMAC), retries, logging, and a complete implementation for reliable event delivery.
• The Mathematics Behind AI Agents: Why Every Autonomous System Depends on Deep Mathematical FoundationsNov 16, 2025. Explore the deep mathematical foundations underpinning AI agents. Learn how probability, linear algebra, and more enable planning, reasoning, and safe autonomy.
• Creating a Comment System with Mentions (@user) and Hashtags (#tag) | Angular + Asp.Net CoreNov 17, 2025. Build a robust comment system with @mentions and #hashtags using Angular and ASP.NET Core. Enhance collaboration in your web applications with this scalable module.
• The Best AI Agent Platforms and Frameworks Developers Should KnowNov 14, 2025. Explore the leading AI Agent platforms and frameworks including AutoGen, CrewAI, LangChain Agents, LangGraph, Microsoft Agentic Systems, and more. Learn which tools developers should adopt to build real autonomous agents and digital workers.
• Visual Studio 2026: Features, Enhancements, and the Evolution of the SLNX Project SystemNov 15, 2025. Explore Visual Studio 2026: AI-powered coding, cloud-native tools, enhanced debugging, and the revolutionary SLNX project system for streamlined development.
• What Exactly Is an AI Agent and Why It Matters for Every DeveloperNov 14, 2025. A complete explanation of what an AI Agent is, how it works, why it matters, and why AI Agents are becoming the future of software engineering, automation, and digital work.
• How Do AI Agents Work Behind the ScenesNov 14, 2025. Learn how AI Agents operate internally. Understand their architecture, planning loops, memory systems, reasoning processes, tool use, and execution workflow. A detailed guide for developers building the next generation of autonomous software.
• The Best AI Agent Platforms and Frameworks Developers Should KnowNov 14, 2025. Explore the leading AI Agent platforms and frameworks including AutoGen, CrewAI, LangChain Agents, LangGraph, Microsoft Agentic Systems, and more. Learn which tools developers should adopt to build real autonomous agents and digital workers.
• What Exactly Is an AI Agent and Why It Matters for Every DeveloperNov 14, 2025. A complete explanation of what an AI Agent is, how it works, why it matters, and why AI Agents are becoming the future of software engineering, automation, and digital work.
• AI-Powered File Summarizer: Deep-Dive Architecture, Algorithms, Workflows, and Enterprise IntegrationNov 14, 2025. Comprehensive, SEO- and GEO-optimized guide to AI-powered file summarizers, covering full architecture, algorithms, RAG pipelines, extraction methods, implementation code, enterprise workflows, use cases, limitations, and optimization techniques.
• How LLM Memory Works: Architecture, Techniques, and Developer PatternsNov 14, 2025. Deep technical guide explaining how LLM memory works, including ephemeral, session, long-term, and vector-memory systems. Includes full code for hybrid RAG + memory retrieval pipelines.
• AI-Powered Recommendation Systems for E-Commerce PlatformsNov 14, 2025. Boost e-commerce sales with AI-powered recommendations! Learn to build a scalable system using Angular, .NET, and SQL Server. Personalize shopping experiences.
• Artificial Intelligence: The Silent Bottleneck - Why Model Scaling Alone Cannot Deliver Reliable AINov 14, 2025. AI's future isn't just bigger models. It's robust systems: data quality, governance, orchestration. Unlock reliable AI by focusing on the ecosystem, not just scale.
• Building a Scalable Design Token System for Enterprise ApplicationsNov 12, 2025. Build a scalable design token system for enterprise apps. Ensure cross-platform consistency, faster theming, and better designer-developer alignment. Automate updates!
• Extensible ASP.NET Core Systems: Building Plugin-Based Architectures with Reflection and Dependency InjectionNov 10, 2025. Build extensible ASP.NET Core apps using plugins! Learn how to leverage Reflection and Dependency Injection for dynamic module loading and runtime customization.
• Advanced Techniques for Semantic Search Using Embeddings in PythonNov 11, 2025. Learn advanced methods to implement and optimize semantic search using embeddings in Python. Covers model selection, vector databases, and hybrid retrieval systems.
• Deep Research with LangChain: How LangChain Is Revolutionizing AI Knowledge WorkNov 09, 2025. Explore how LangChain’s Deep Research framework automates complex research workflows using multi-agent reasoning, retrieval, and synthesis — a game-changer for AI-driven insight generation.
• Build a Task Raised System in ASP.NET Core (Beginner to Advanced Guide)Nov 08, 2025. Build a complete ASP.NET Core task management app, from basic setup to real-time notifications and role-based access. Includes EF Core, SignalR, and more!
• Enterprise-Ready Gödel’s Multi-Agent System (GMAS) Architecture for Autonomous Code GenerationNov 06, 2025. GMAS: An enterprise architecture for autonomous code generation. It uses specialized agents, contracts, and governed execution for safer, faster development.
• Why Every Online Business Needs a Secure Crypto Payment SystemNov 06, 2025. Unlock lower fees, faster transactions, and enhanced security by integrating a secure crypto payment system. Expand your business reach in the digital world!
• Object-Oriented Programming System (OOPs) : Concepts, Code & Interview PrepNov 05, 2025. Master C# OOPs: Grasp core concepts like classes, objects, inheritance, and polymorphism. Ace your interviews with practical examples and interview Q&As.
• Data Versioning and Auditing in SQL Server with Temporal TablesNov 05, 2025. SQL Server Temporal Tables offer built-in data versioning and auditing, simplifying history tracking and compliance. Restore data, query past states easily!
• SaccoShare Management System — Sample Project (ASP.NET Core 8)Nov 05, 2025. ASP.NET Core 8 Sacco Management System: A complete scaffold with MVC, EF Core, Identity, Docker & more. Kickstart your SaccoShare web app development!
• How to Install MySQL 8.0 on Windows ServerNov 04, 2025. Effortlessly install MySQL 8.0 on Windows Server 2019 with our step-by-step guide. Learn to configure, verify, and manage your database server for optimal performance and security.
• AI Assurance You Can Operate: From Model Risk to Verifiable OutcomesNov 03, 2025. AI assurance: Transform AI from risky to reliable. Learn to manage model risk, ensure fairness, and achieve verifiable outcomes with our practical blueprint.
• The ASP.NET Core Dependency Injection System (with .NET 9 Patterns & Pitfalls)Nov 03, 2025. Practical guide to ASP.NET Core DI: lifetimes, constructor vs. property injection, Options, TryAdd, avoiding captive deps, IServiceScopeFactory, IAsyncDisposable, and .NET 9 AOT.
• Offline + Sync System: Angular IndexedDB + ASP.NET Core Sync APINov 04, 2025. Build offline-first Angular apps with IndexedDB and ASP.NET Core Sync API! Enable seamless data access and sync, ensuring reliability even without internet.
• Artificial Intelligence: Data and AI Governance Are Not Optional—They Are the Operating SystemNov 02, 2025. AI governance is now the operating system, not an afterthought. Learn how to build a robust framework for safe, repeatable, and lawful AI innovation. Essential for modern enterprises.
• Embodied & Multi-Agent AI Systems: The Next Step Toward Human-Like IntelligenceOct 31, 2025. Explore Embodied & Multi-Agent AI: the next leap in AI, enabling systems to interact with the real world, collaborate, and make autonomous decisions.
• AI-Driven Digital Twins You Can Operate: From Dashboards to DecisionsNov 01, 2025. Transform digital twins into actionable decision engines with AI. Forecast, act, and prove results with physics-informed models and uncertainty-aware policies.
• The Invisible Brains Powering Our Smart World: A Beginner's Guide to IoT and Embedded SystemsOct 31, 2025. Unlock the power of smart devices! This beginner's guide explores IoT and embedded systems, revealing how they connect and control our increasingly intelligent world.
• AI in Agriculture: Precision Farming and Smart Food SystemsOct 30, 2025. Explore how AI is revolutionizing agriculture! From precision farming to smart irrigation, discover how AI boosts yields, cuts waste, and empowers farmers globally.
• Saga Pattern in C#: Reliable Transaction Orchestration ExampleOct 29, 2025. Implement the Saga Pattern in C# for reliable transaction orchestration across microservices. Learn to manage complex workflows and ensure data consistency.
• File Handling in C#: Read, Write, and Manage Files EasilyOct 29, 2025. Master file handling in C# with this guide! Learn to read, write, and manage files in ASP.NET Web Forms using System.IO. Includes real-time examples and best practices.
• Delegates and Events in C# Windows Forms Oct 29, 2025. Master C# delegates and events in Windows Forms! Learn to build responsive UIs with real-time updates, like a file upload progress tracker. Essential for event-driven apps.
• What distinguishes a single Agent (AI Agent) vs a multi-agent system / Agentic AI system?Oct 28, 2025. Explore the difference between single AI agents and multi-agent (Agentic) AI systems. Learn how they collaborate, adapt, and automate complex tasks efficiently.
• Agentic Workflows in 2025: From Single Prompts to Reliable SystemsOct 28, 2025. Agentic workflows are the future of reliable AI. Learn how to build systems with specialized agents, orchestration, and clear guardrails for better results.
• 🌐 Understanding WCF Service in .NET with Example and BenefitsOct 27, 2025. Explore WCF in .NET! Learn to build robust, service-oriented applications with this comprehensive guide. Includes examples, benefits, and architecture overview.
• Mastering Complex SQL Server Queries: Turning Data Into InsightsOct 25, 2025. Unlock SQL Server's potential! Master complex queries with joins, subqueries, window functions, CTEs, and pivots. Turn raw data into actionable insights.
• PostgreSQL Tips for BI Professionals: From Window Functions to LOD AlternativesOct 23, 2025. Unlock the power of PostgreSQL for Business Intelligence! This guide provides practical tips for BI professionals to leverage PostgreSQL's advanced SQL capabilities, including window functions, CTEs, and LOD alternatives. Improve dashboard performance, ensure data consistency, and streamline your BI workflow by moving complex logic upstream. Learn how to pre-aggregate data, create reusable logic, and optimize queries for faster insights and more reliable metrics. Master PostgreSQL and elevate your BI game!
• Chapter 24: Introduction to Node.js and the BackendOct 23, 2025. Dive into Node.js! This chapter introduces the fundamentals of backend development with Node.js, covering its core differences from browser JavaScript, file system interaction using the 'fs' module, and the creation of a basic HTTP server. Learn how to build modules with 'module.exports' for reusable code, laying the groundwork for advanced frameworks like Express.js. Master the essentials for building robust server-side applications and APIs.
• 🔐 Advanced Authentication Types For SQL Server and Other Database SystemsOct 22, 2025. Secure your SQL Server and databases with robust authentication! Explore SQL Authentication, Windows Authentication, and Azure AD, each offering unique security features. Learn best practices for password management, centralized identity control, and cloud-based access. Choose the right method based on your infrastructure, security needs, and whether you're on-premise, in the cloud, or hybrid.
• What Are the Core Capabilities and Components of an Agentic AI System?Oct 22, 2025. Explore Agentic AI: the future of AI systems that reason, plan, and act autonomously. Learn about core capabilities like NLU, memory, tool usage, and multi-agent collaboration. Discover how Agentic AI, powered by LLMs and frameworks like LangChain, is revolutionizing industries with smarter, scalable, and personalized solutions. Move beyond chatbots to truly intelligent agents!
• Getting Started with LlamaIndex Cloud LlamaAgents: Complete Python GuideOct 22, 2025. Learn how to initialize, configure, and deploy LlamaIndex Cloud LlamaAgents using Python. Includes setup, configuration, and project structure for building intelligent multi-agent systems.
• Agents 2.0 and Deep Agents: The Future of Autonomous AI SystemsOct 20, 2025. Explore how Agents 2.0 and Deep Agents are transforming AI autonomy through reasoning, multi-agent collaboration, and real-world integration.
• Building LangGraph with LangChain: A Complete Developer GuideOct 19, 2025. Learn how to build, visualize, and manage agentic workflows using LangGraph and LangChain. Explore architecture, examples, use cases, and GEO-optimized implementation techniques.
• The Hidden Complexity of Celery Pools: Lessons from Production RabbitMQ IntegrationOct 19, 2025. Unlock Celery's hidden potential! This deep dive into Celery pool architectures (Solo, Threads, Prefork, Eventlet) reveals how to choose the right one for your workload and platform. Learn from a real-world RabbitMQ integration debugging experience, avoid connection drops, and optimize for scalability, stability, and performance in production. Master concurrency, heartbeats, and memory management for robust background processing.
• Prompt Engineering - in 2030 — Operating With Receipts (Series: The Next Five Years of Prompt Engineering, Part 5)Oct 17, 2025. By 2030, prompt engineering evolves into a mature discipline focused on delivering verifiable outcomes, not just eloquent text. This article outlines the shift towards cost-effective, governed, and observable prompt interfaces with receipts for evidence, policy, and actions. Learn how to optimize for predictable latency, cost, and safety through short contracts, claim-centric context, and tool mediation, ensuring AI is safe, fast, and affordable.
• Prompt Engineering Contracts: Turning Language into Reliable Systems - Part 1 Oct 16, 2025. Transform LLM prompts into robust contracts for predictable, auditable AI systems. Learn how to define scope, structure output, enforce decision rules, manage evidence, and mediate tool use. Reduce risk, cut costs, and ensure reliable behavior by treating prompts as verifiable specifications. Versioning, testing, and validation are key!
• Azure Functions Bindings in Real-Time Disaster Response SystemsOct 17, 2025. Learn how RescueNet, a disaster response platform, uses Azure Functions bindings to orchestrate real-time rescue operations. Discover how Service Bus, Blob Storage, Cosmos DB, Event Grid, and HTTP bindings are leveraged for critical tasks like processing SOS alerts, managing drone imagery, and updating victim status. Explore best practices for configuring connection strings securely using Azure Key Vault and understand the importance of Service Bus for guaranteed message delivery and ordered processing in high-stakes environments. Achieve 99.999% reliability even during outages.
• Locking Down Financial Transaction APIs: Enforcing IP Restrictions on Azure Functions in Real-Time Payment SystemsOct 16, 2025. Secure real-time payment systems using Azure Function IP restrictions. This article provides a step-by-step guide to implementing network-level access control, crucial for financial services compliance (PCI DSS, PSD2). Learn how to allow traffic only from trusted sources, preventing unauthorized API calls and bolstering zero-trust security. Includes Azure CLI scripts, testing strategies, and operational best practices for enterprises processing instant SEPA or FedNow payments.
• Zero-Downtime Azure Functions: Deployment Strategies & Timeout Configuration for Mission-Critical SystemsOct 16, 2025. Achieve zero-downtime deployments for mission-critical Azure Functions. This guide details strategies like slot swapping using Azure DevOps for continuous integration and delivery. Learn to configure timeouts with host.json and function.json for resilient systems, ensuring high availability and preventing service interruptions, even during peak loads. Ideal for real-time applications where uptime is paramount.
• Role of Memory in Context EngineeringOct 15, 2025. Explore how memory shapes Context Engineering in AI systems, helping models like GPT-5 and Gemini retain information, maintain continuity, and deliver intelligent, personalized, and context-aware responses.
• Always Ready, Never Cold: How Pre-Warmed Instances Power Real-Time Enterprise SystemsOct 16, 2025. Discover how pre-warmed instances in Azure Functions eliminate cold starts and power real-time enterprise systems. Learn how to configure a Premium plan for sub-200ms latency, crucial for fraud detection, payment processing, and mission-critical applications. Explore best practices for optimal performance, cost efficiency, and secure VNET integration to guarantee immediate and reliable responses in the cloud.
• How Context Length Impacts Large Language Model (LLM) Performance — Explained with GPT-5 and Gemini ExamplesOct 15, 2025. Discover how context length (context window size) affects reasoning, accuracy, and cost efficiency in large language models like GPT-5, Gemini, and Claude — and how context engineering improves AI performance and coherence.
• Observability Is Non-Negotiable: Logging and Debugging Azure Functions in Life-Critical SystemsOct 16, 2025. Ensure reliability in critical Azure Functions with robust observability. This article demonstrates how to effectively log and debug Azure Functions, using a real-world vaccine cold chain monitoring scenario. Learn to leverage Application Insights for end-to-end transaction tracing, custom dimensions, and proactive alerting. Master local debugging techniques with Azure Functions Core Tools to replicate production behavior and resolve issues swiftly, preventing costly failures and ensuring data integrity in mission-critical systems. Build, debug, and deploy with confidence!
• Surviving the Surge: How Azure Functions Handle Traffic Spikes in Emergency Response SystemsOct 16, 2025. Discover how Azure Functions provide a resilient, scalable solution for emergency response systems facing unpredictable traffic spikes. Learn from a real-world wildfire evacuation coordination system built on Azure, handling 100,000+ requests per minute with sub-second latency and zero data loss. Explore the architectural blueprint, .NET 8 implementation, and operational best practices for mission-critical workloads, ensuring communities receive timely assistance during disasters. See how serverless architecture builds lifelines.
• Is It Really Equilateral? Validating Triangles in High-Precision Systems Using PythonOct 14, 2025. Explore the critical role of equilateral triangle validation in high-precision systems. This article delves into Python implementations for verifying equilateral triangles using side lengths and 2D coordinates, emphasizing the importance of handling floating-point precision and input validation. Learn best practices, common pitfalls, and see a real-world application in microchip manufacturing, complete with test cases and an interactive demo.
• When Seconds Count: Designing Trigger-Centric Serverless Systems for Public Safety Using Azure FunctionOct 14, 2025. Unlock the power of Azure Functions for mission-critical systems! This article dives deep into trigger design, focusing on public safety scenarios. Learn why the 'one trigger per function' rule is crucial for scalability, resilience, and clarity. Discover best practices, architectural guidance, and a real-world example of building an emergency response system using Azure Functions, Event Grid, and more. Avoid common pitfalls and build robust, life-saving applications.
• Context Engineering Is an Urban Legend — Prompt Engineering Is the Operating SystemOct 14, 2025. Ditch the 'context engineering' myth! This article argues that reliable AI systems require structured 'prompt engineering' – operating contracts that define role, scope, evidence, and output. Learn how contracts prevent privacy leaks, reduce costs, ensure consistency, and drive measurable business value by governing AI behavior, not just feeding it data. Build an evidence fabric, not a memory dump!
• How Do LLMs Use Context to Generate Better ResponsesOct 13, 2025. Learn how large language models (LLMs) like GPT-5 and Gemini use context to understand intent, maintain conversation flow, and deliver accurate, human-like responses in AI systems.
• Is Context Engineering the Future of AI DevelopmentOct 13, 2025. Discover how Context Engineering is reshaping the future of AI development by giving large language models memory, reasoning, and awareness across applications, industries, and enterprise systems.