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• How to Optimize Performance in .NET Applications?Feb 17, 2026. Boost .NET app performance! Discover optimization techniques for databases, memory, APIs, & more. Essential for scalable, cost-efficient cloud solutions. #dotnet
• Open telemetry in .NET: Modern Observability for High-Performance ApplicationsFeb 16, 2026. Unlock .NET application performance with OpenTelemetry! Gain deep insights into logs, metrics, and traces for faster debugging and optimized resource use. Essential for modern, scalable systems.
• How to Monitor an Application with Auto Instrumentation in Azure?Feb 16, 2026. Monitor Azure Web Apps with auto instrumentation! Learn to enable Application Insights, deploy Blazor apps, and track key metrics without code changes. Simplify monitoring!
• Health Checks & Observability in .NET: Building Reliable and Monitorable ApplicationsFeb 16, 2026. Ensure .NET app reliability with health checks and observability. Monitor performance, detect failures early, and optimize for a better user experience. Essential for cloud-native apps.
• Analytics Observability: The Missing Layer in Enterprise Data PlatformsFeb 13, 2026. Ensure data reliability with analytics observability! Monitor data health, freshness, & lineage for trustworthy insights & faster issue detection. #DataQuality
• What Is Observability in Software Systems and Why Does It Matter?Feb 11, 2026. Learn observability for software systems: logs, metrics, traces. Improve reliability, speed incident resolution, and optimize costs in cloud-native apps.
• MongoDB Performance Monitoring Tools ExplainedFeb 06, 2026. Master MongoDB performance! Learn to monitor key metrics, identify bottlenecks, and prevent outages with built-in and external tools. Ensure a stable database.
• MongoDB Change Streams Explained with Use CasesFeb 04, 2026. Discover MongoDB Change Streams: a powerful tool for real-time data updates. Learn how to build responsive apps with notifications, live dashboards, and more!
• How Enterprises Should Monitor Power BI AdoptionFeb 04, 2026. Maximize your Power BI ROI! Learn how to monitor user adoption, report effectiveness, and decision impact. Drive a data-driven culture and avoid wasted resources.
• Observability in Cloud-Native Systems ExplainedFeb 04, 2026. Understand observability in cloud-native systems! Learn how logs, metrics, and traces provide deep visibility, improve reliability, and reduce downtime.
• Monitoring and Logging in Cloud Environments ExplainedFeb 03, 2026. Master cloud monitoring and logging! Learn how to track performance, diagnose issues, and secure your cloud environment. Essential for reliability and security.
• How to Identify Performance Bottlenecks in Production ApplicationsJan 29, 2026. Discover how to pinpoint performance bottlenecks in production apps! Learn to analyze user experience, server resources, databases, and logs for faster, reliable apps.
• How to Monitor Power BI Refresh Failures ProactivelyJan 28, 2026. Stop Power BI refresh failures before they impact users! Learn proactive monitoring techniques using duration trends, failure patterns, and capacity insights.
• Why PostgreSQL Monitoring Looks Fine Until It’s Too LateJan 28, 2026. Uncover why your PostgreSQL monitoring seems fine until disaster strikes! Learn to identify hidden trends and leading indicators to prevent sudden failures.
• AI Features in SQL Server 2025: How Intelligent Is It Really?Jan 26, 2026. SQL Server 2025's AI features offer pragmatic improvements: intelligent query processing, anomaly detection, and proactive performance insights for DBAs.
• How to Monitor Power BI Refresh Failures ProactivelyJan 27, 2026. Stop Power BI refresh failures before they impact users! Learn to proactively monitor refresh duration, patterns, and capacity for reliable data delivery. Boost trust!
• Enhanced Network Observability in AWS EKSJan 27, 2026. Unlock enhanced network observability in AWS EKS! Learn to monitor, diagnose, and optimize network performance within your EKS clusters. Discover tools and strategies for proactive issue resolution.
• Grafana 12.3: A Beginner's Guide to New FeaturesJan 24, 2026. Grafana 12.3 simplifies observability with a redesigned logs panel, interactive learning, improved dashboards, and enhanced data source support. Upgrade now!
• Why PostgreSQL Replication Lag Spikes Suddenly in ProductionJan 22, 2026. Uncover the mystery of sudden PostgreSQL replication lag spikes in production! Learn the common causes, from write bursts to slow disks, and how to resolve them.
• AI compliance tooling, monitoring, and dashboards used in productionJan 22, 2026. Maintain AI compliance in production with automated tooling. Monitor outputs, bias, explainability, and logs. Dashboards provide real-time visibility and alerts.
• What Causes PostgreSQL Replication Lag to Spike Suddenly in Production?Jan 19, 2026. Sudden PostgreSQL replication lag spikes in production? This article dives into the common causes, from write traffic to slow disks, and how to troubleshoot them effectively.
• Salesforce API Observability and Monitoring in Production SystemsJan 19, 2026. Ensure Salesforce API integration stability with observability. Monitor usage, errors, latency, and retries to prevent failures and improve performance. Gain insights!
• How Do I Handle Rate Limits When Calling OpenAI or Similar AI APIs?Jan 16, 2026. Master AI API rate limits! Learn strategies for OpenAI & similar APIs: exponential backoff, throttling, caching, batching, and graceful error handling. Build reliable apps!
• Monitoring-Driven Elastic Auto-Scaling ArchitectureJan 12, 2026. Learn how monitoring-driven auto-scaling dynamically adjusts cloud resources for optimal performance, cost-efficiency, and high availability. Automate your scaling!
• Automating Delivery Failure Monitoring Using Power AutomateJan 09, 2026. Automate email delivery failure monitoring with Power Automate! This flow detects NDRs, prevents loops, and alerts your support team, ensuring swift issue resolution.
• AI-Enhanced ASP.NET Core: Real-Time Analytics Using OpenAI & ML.NETJan 09, 2026. Build real-time AI analytics in ASP.NET Core using OpenAI & ML.NET! Detect anomalies, summarize logs, and predict trends—all in C# for faster insights.
• How to Monitor Redis in Production: Metrics, Alerts, and Real World Signals That MatterJan 06, 2026. A practical, human written guide to monitoring Redis in production. Learn which Redis metrics actually matter, how to spot problems early, and what teams usually miss until it is too late.
• Prometheus & Grafana Explained: How They're Used in Real-World SystemsJan 05, 2026. Unlock real-time system insights with Prometheus and Grafana! This guide explores their features, use cases, and best practices for effective monitoring. Essential for modern observability.
• Observability Becomes a First-Class Feature in ASP.NET CoreJan 03, 2026. Unlock ASP.NET Core's built-in observability! Monitor app health with metrics, logs, and tracing. Learn setup, coding examples, dashboards, and production tips.
• Best Approaches for Implementing Logging and Monitoring in Distributed SystemsJan 02, 2026. Learn the best approaches for logging and monitoring in distributed systems using simple language. Understand logs, metrics, tracing, tools, real-world examples, and best practices for reliable systems.
• How to Monitor Redis in Production: Metrics, Alerts, and Real World Signals That MatterJan 01, 2026. A practical, human written guide to monitoring Redis in production. Learn which Redis metrics actually matter, how to spot problems early, and what teams usually miss until it is too late.
• Integrate New Relic with Angular for SPA Monitoring, API Tracing, and Error TrackingDec 30, 2025. Integrate New Relic with Angular for robust SPA monitoring. Track API calls, errors, and user behavior using the @newrelic/browser-agent package. Enhance observability!
• Understanding Interfaces in C#: Why Default Interface Implementations Exist Alongside Abstract ClassesDec 27, 2025. Explore C# interfaces, their importance, and the evolution to default implementations in C# 8. Learn how this feature solves backward compatibility issues and enables safer software evolution in enterprise systems.
• C# 14: From Helper Classes to First-Class APIsDec 24, 2025. C# 14 extension members introduce extension properties, operators, and static members. Learn how they transform helper classes into first-class APIs and enable modern, expressive, and binary-safe .NET domain modeling.
• Partial Constructors in C# 14 (.NET 10) - A Game-Changing FeatureDec 22, 2025. C# 14 introduces Partial Constructors, a game-changer for .NET 10! Split constructor logic across files, enhance source generator support, and improve maintainability. Build modular, scalable applications with ease.
• Configuring EF Core Database Connections in ASP.NET CoreDec 17, 2025. A complete guide to configuring database connections in ASP.NET Core using EF Core. Learn how to use IDesignTimeDbContextFactory, configure DbContext in Program.cs/Startup.cs, and use the OnConfiguring fallback method for design-time and runtime scenarios.
• Why AI Can Threaten Capitalism More Than the Working ClassDec 15, 2025. The popular fear is that AI “wipes out jobs,” and therefore threatens workers first. That is an incomplete diagnosis. The deeper systemic risk is that sufficiently capable AI can weaken the economic mechanisms that make capitalism politically stable and economically self-reinforcing: wages as the primary channel of mass purchasing power, competitive markets that disperse profits over time, and broad social consent that the system is fair enough to endure.
• Record, Record Struct, and Structural Equality in C#Dec 14, 2025. Learn how structural equality works in modern C# using records and record structs, and why it is essential for building correct value objects in Domain-Driven Design. This guide explains when to use records, record structs, and classes for clean, scalable domain models.
• Abstract Class and Abstraction in C#: A Technical Deep DiveDec 12, 2025. Learn abstraction in C# with practical examples. This article explains abstract classes, their structure, usage, and real-world code implementations in detail.
• Algorithmic Inequality: How AI Creates New Social ClassesDec 09, 2025. Artificial Intelligence (AI) is revolutionizing industries across the world, driving innovation in sectors such as healthcare, finance, education, and entertainment. AI’s potential is undeniable; however, as it becomes more integrated into our daily lives, it is also creating new forms of inequality—algorithmic inequality—that may divide societies into new, AI-driven social classes.
• Fix ClassNotFoundException and NoClassDefFoundError in JavaDec 09, 2025. Learn how to fix “ClassNotFoundException” and “NoClassDefFoundError” in Java with simple explanations and practical solutions. Understand why these errors occur and how to resolve them step by step.
• Understanding Classes and Types of Classes in C# – A Complete GuideDec 05, 2025. This article provides a complete and easy-to-understand guide to classes and all types of classes in C#. It covers the fundamentals of what a class is, how objects work, and explains each class type—including concrete, abstract, sealed, static, partial, nested, anonymous, POCO, generic, and record classes—with clear examples and real-world applications.
• LangSmith Cost Tracking: Full Guide to Logging, Monitoring, and Optimizing LLM CostsDec 06, 2025. A comprehensive walkthrough of LangSmith’s cost-tracking system, including setup, callbacks, token accounting, dashboards, best practices, and optimization strategies.
• Building an IoT Data Monitoring Platform with SQL Server & AI InsightsDec 04, 2025. Build an IoT data monitoring platform using SQL Server & AI. Monitor devices, detect anomalies, and forecast trends in real time. A step-by-step guide.
• Monitoring Application Performance Using Azure Application InsightsDec 03, 2025. Master application performance monitoring with Azure Application Insights. Learn to instrument apps, track key metrics, and proactively detect issues. Optimize performance!
• Understanding SqlHelper Class in .NET — ExecuteNonQuery, ExecuteDataset, ExecuteScalarDec 04, 2025. Master .NET database interactions with SqlHelper! Learn ExecuteDataset, ExecuteNonQuery, and ExecuteScalar with practical examples for efficient data access.
• First-Class Span<T> and ReadOnlySpan<T> Support in C# 14Dec 02, 2025. Learn how C# 14 introduces first-class language support for Span&lt;T&gt; and ReadOnlySpan&lt;T&gt;, including new implicit conversions, usage patterns, performance benefits, and limitations.
• How to Implement Interactive Authentication with MSAL .NET in Azure?Dec 02, 2025. Implement interactive authentication in .NET using MSAL.NET. Learn to acquire tokens from Microsoft Entra ID, manage user consent, and cache tokens for secure access to Microsoft Graph.
• Health Checks in ASP.NET Core: A Complete Guide for Reliable ApplicationsDec 02, 2025. Implement health checks in ASP.NET Core for reliable apps. Monitor databases, APIs, and more. Learn to integrate with Angular and DevOps tools for proactive maintenance.
• Full-Stack Monitoring System: Hosted Services + Health Checks + Email Alerts + Angular DashboardDec 02, 2025. Build a full-stack monitoring system with ASP.NET Core and Angular! Includes hosted services, health checks, email alerts, and a real-time dashboard. Improve reliability!
• Profiling and Monitoring .NET Applications: A Complete GuideDec 02, 2025. Master .NET application performance! This guide covers profiling, monitoring, and logging techniques for identifying bottlenecks and ensuring reliability in ASP.NET Core.
• Understanding Inheritance in C# with Practical ExamplesNov 28, 2025. Master C# inheritance! Learn about base/derived classes, single/multi-level/hierarchical inheritance, method overriding, &#39;base&#39; keyword, and preventing inheritance.
• 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.
• Interface vs Abstract Class in C#: Real-World and Programming Examples Explained in Simple LanguageNov 27, 2025. Unlock the power of C#! Explore interfaces vs. abstract classes with real-world and programming examples. Learn when to use each for optimal design and code reuse.
• A Practical Comparison of Interface vs Abstract Class Using a Real ASP.NET Core ProjectNov 27, 2025. Explore interface vs abstract class in ASP.NET Core with a practical e-commerce example. Learn when to use each for cleaner, maintainable, and scalable code. Master real-world application architecture and dependency injection.
• Object-Oriented Programming (OOP) in JavaScript Using ClassesNov 26, 2025. Master OOP in JavaScript using classes! Learn encapsulation, abstraction, inheritance, and polymorphism with practical examples. Build scalable applications!
• Workload Analyzer — Predict SQL Query Performance Using ML ModelsNov 24, 2025. Predict SQL query performance with ML! Prevent slow queries, reduce database incidents, and guide efficient SQL development. Integrate into CI/CD pipelines.
• Understanding Classes and Objects in C# Using a Real Login SystemNov 25, 2025. Unlock the secrets of OOP with this beginner-friendly guide! Learn about classes, objects, properties, and methods with real-world C# examples. Master the fundamentals!
• Workload Analyzer: Predict SQL Query Performance Using ML ModelsNov 25, 2025. Proactively optimize SQL performance with a self-learning Workload Analyzer! Predict query cost, suggest indexing, and prevent regressions using ML models.
• 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.
• C# .NET Object-Oriented Programming – A Complete Guide (Beginner to Advanced)Nov 23, 2025. This article provides a complete and easy-to-understand guide to Object-Oriented Programming (OOP) in C# .NET, covering core concepts such as classes, objects, variables, methods, constructors, access modifiers, encapsulation, inheritance, polymorphism, abstraction, and interfaces. With clear explanations and practical examples, it helps learners build a strong foundation for real-world .NET development and technical interview preparation. Ideal for beginners, students, and professionals looking to improve their understanding of OOP principles in C#.
• 6 Types of Filters in ASP.NET Core – Complete Guide (With Examples & Use Cases)Nov 23, 2025. This article provides a complete and detailed explanation of the 6 types of Filters in ASP.NET Core, including Authorization, Resource, Action, Endpoint, Exception, and Result Filters. Each filter type is described in a clear and practical way with syntax examples, real project scenarios, and line-by-line breakdowns to help learners understand how filters work in the MVC and Web API pipeline. This guide is ideal for developers, students, and professionals preparing for .NET interviews or working on enterprise-level ASP.NET Core applications.
• Stop Struggling! Convert JSON or XML to C# Classes Instantly in Visual StudioNov 19, 2025. Stop manually creating C# classes from JSON/XML! Visual Studio&#39;s &#39;Paste Special&#39; feature instantly generates them. Save time, avoid errors, and boost productivity!
• Entity Framework Core (EF Core) Health Checks — A Complete GuideNov 17, 2025. Ensure database connectivity and stability in .NET applications using EF Core health checks. Implement diagnostics, prevent downtime, and enable smarter orchestration for production-ready systems. Monitor database health effectively.
• ASP.NET Core Health Checks and Monitoring with Prometheus + GrafanaNov 13, 2025. Monitor ASP.NET Core apps with Health Checks, Prometheus, and Grafana. Gain real-time insights, detect failures early, and ensure smooth operations. Kubernetes ready!
• Intelligent Error Classification in Application Logs Using AI ModelsNov 11, 2025. Leverage AI for intelligent error classification in application logs using ASP.NET Core, ML.NET, OpenAI, and Angular. Automate categorization and predict issues.
• Smart Error Tracking and Root Cause Analysis Using AI ToolsNov 06, 2025. Discover how AI-powered error tracking revolutionizes debugging! Learn to identify root causes automatically, reduce downtime, and improve application reliability with AI tools.
• Centralized Logging & Monitoring in ASP.NET Core using Serilog and Elastic Stack (ELK)Nov 04, 2025. Centralize ASP.NET Core logging with Serilog and ELK (Elasticsearch, Logstash, Kibana). Improve monitoring, troubleshoot faster, and gain real-time insights into your applications. Learn to set up a robust logging pipeline for enhanced observability.
• Prompt Engineering: Prompt Observability - Traces, Metrics, and Incident ResponseOct 30, 2025. Unlock LLM reliability with prompt observability! Capture traces, metrics, &amp; automate incident response. Debug, audit, &amp; improve language model systems effectively.
• Difference Between Abstract Class and Interface in C#Oct 29, 2025. Understand the core differences between abstract classes and interfaces in C# with a practical Windows Forms example. Learn when to use each for better design.
• Creating a Student Class with Fields and Methods in C# WebFormsOct 29, 2025. Learn to create a Student class in C# WebForms with fields, properties, and methods. This tutorial covers object-oriented programming principles and real-time use cases.
• Chapter 6: Arrays and the C++ String ClassOct 23, 2025. Explore fundamental data structures in C++: arrays and the std::string class. Learn how to declare, initialize, and manipulate arrays for storing collections of data. Discover the power of std::string for efficient text handling, including concatenation, length determination, and character access. Also, delve into multidimensional arrays for representing grids and matrices.
• Chapter 9: Introduction to Object-Oriented C++Oct 23, 2025. This chapter introduces the core principles of OOP: encapsulation, abstraction, inheritance, and polymorphism. Learn about classes and objects, the building blocks of OOP, and how access modifiers (public, private, protected) control data visibility. Understand the difference between structs and classes in C++ and when to use each for effective software design.
• Chapter 10: Classes and Objects: Construction and DestructionOct 23, 2025. Explore object lifecycle management in C++! This chapter dives into constructors, special functions that initialize objects upon creation, covering default and parameterized constructors with practical examples. Learn about destructors, crucial for releasing resources like dynamically allocated memory to prevent memory leaks. Finally, understand the &#39;this&#39; pointer and its role in differentiating member variables and enabling method chaining for cleaner code.
• Chapter 11: Inheritance: Building Class Hierarchies in C++Oct 23, 2025. Unlock the power of inheritance in C++! This chapter explores building class hierarchies, enabling code reuse and establishing &#39;is-a&#39; relationships. Learn about base and derived classes, access specifiers (public, protected, private), and the order of construction/destruction. Discover method overriding for specialized behavior, setting the stage for polymorphism.
• Chapter 12: Polymorphism: Virtual Functions and Abstract Classes in C++Oct 23, 2025. Learn about virtual functions, the &#39;virtual&#39; keyword, and how it facilitates runtime method resolution. Discover abstract classes and pure virtual functions for defining interfaces and ensuring derived class implementation. Understand the importance of virtual destructors for proper memory management in polymorphic hierarchies.
• Chapter 13: Operator Overloading and Friend Functions in C++Oct 23, 2025. Learn to overload binary and unary operators, enabling seamless operations like addition for custom classes. Discover how to overload stream operators (&lt;&lt;, &gt;&gt;) for easy object output with std::cout. Understand friend functions and classes, granting access to private members for non-member functions like overloaded stream operators, ensuring efficient and elegant code.
• Chapter 14: Templates and Generic Programming in C++Oct 23, 2025. Explore C++ templates, the cornerstone of generic programming. Learn how to write functions and classes that work with any data type, avoiding redundant code. Discover function templates, class templates, and template instantiation with practical examples like swap_values and a Pair class. Understand how templates power the Standard Template Library (STL).
• ASP.NET Core Monitoring & Logging Mastery | Proactive Application Insights (Part-34 of 40)Oct 22, 2025. Master ASP.NET Core monitoring and logging with this comprehensive guide. Learn to proactively use Application Insights, structured logging, health checks, and alerting to build observable, production-ready applications. Implement distributed tracing, performance counters, and robust security monitoring for optimal application health and reliability. Elevate your DevOps practices and ensure application resilience.
• Static Classes and Static Methods in PythonOct 22, 2025. Explore static methods and emulated static classes in Python. Learn how to define and use static methods with @staticmethod, understand the difference between class methods and static methods, and discover how to group related utility functions using class design. Improve code organization and avoid global namespace clutter by encapsulating helper functions within classes, promoting cleaner, modular, and maintainable Python code.
• AI Agents in Practice: Fraud Detection & Prevention Agent (Prompts + Code)Oct 20, 2025. Explore AI-powered fraud detection with this agent! Learn how to automatically flag suspicious transactions, detect anomalies, and prevent financial losses in real-time. Includes a YAML contract, Python code, and a model prompt for building your own fraud prevention system. Protect your business from fraudulent activities using machine learning and predefined rules.
• Observability in Azure Functions: Monitoring, MetricsOct 20, 2025. Unlock the power of observability in Azure Functions! This article demonstrates how to implement end-to-end monitoring for serverless applications using Application Insights and custom metrics. Learn how a real-world fraud detection system in digital banking leveraged observability to reduce fraud losses and improve performance. Includes code samples, Bicep deployment, and Kusto queries for building dashboards and alerts.
• Single Responsibility Principle (SRP) in C#: One Class, One JobOct 20, 2025. Unlock the power of clean code with the Single Responsibility Principle (SRP) in C#! This article provides a practical guide to understanding and applying SRP, the cornerstone of SOLID principles. Learn to identify and refactor classes with multiple responsibilities into focused, maintainable components. Real-world C# examples demonstrate how to transform messy code into testable, understandable, and easily modified solutions, reducing bugs and improving code quality.
• Real-Time Cache Monitoring and Alerting with NCache in ASP.NET Core Web APIOct 20, 2025. Boost ASP.NET Core Web API performance with NCache! This guide details integrating NCache for distributed caching, real-time monitoring, and proactive alerting. Learn to configure NCache, track cache health via NCache Web Manager or PowerShell, and set up notifications for critical events like node failures or high resource usage. Optimize your caching strategy and ensure a seamless user experience with enterprise-grade visibility and control. Explore programmatic event notifications and integration with Grafana/Prometheus for advanced monitoring.
• Trackio by Gradio – Open-Source AI Experiment Tracking & Visualization ToolOct 19, 2025. Learn how Trackio by Gradio enables developers and researchers to track, visualize, and monitor AI model performance with ease. Explore setup, integrations, and best practices.
• Right Angle, Real Impact: How Smart Bridges Use Geometry to Prevent CollapseOct 14, 2025. Explore the critical role of right-angled triangle detection in smart infrastructure, focusing on structural integrity monitoring in bridges. Learn how to programmatically verify right angles using Python, accounting for floating-point precision and real-world sensor data. Discover best practices for robust geometry checks, ensuring safety and preventing catastrophic failures in civil engineering applications.
• Static Class vs Singleton Pattern 🔄Oct 14, 2025. Explore the nuances between Static Classes and the Singleton Pattern in C#. This article provides a detailed comparison, covering memory usage, performance, inheritance, thread safety, testing, and practical use cases. Learn when to choose a static class for utility functions or a singleton for managing shared resources. Discover best practices and common pitfalls to avoid in your C# development.
• Chapter 15: Object-Oriented Programming (OOP) with ClassesOct 12, 2025. Explore Object-Oriented Programming (OOP) in JavaScript using ES6 Classes. Learn how to define classes, create objects, and implement inheritance with extends and super. Discover static methods for utility functions and leverage getters and setters for controlled property access and encapsulation. Master OOP principles for cleaner, more maintainable JavaScript code. This guide provides practical examples for building robust applications.
• Accessing Structure Elements in Python: Building a Real-Time Flight Tracking SystemOct 12, 2025. Master struct-like data access in Python for building robust, real-time systems. Explore classes, dictionaries, and data classes with a live flight tracking example. Learn safe and efficient element access patterns, validation techniques, and best practices for maintainable code. Prevent errors and ensure data integrity in critical applications like aviation and logistics by leveraging Python&#39;s powerful data modeling capabilities.
• Building Real-World Data Models in Python: From Structs to Smart ClassesOct 12, 2025. Learn how to build robust and reliable data models in Python using data classes, a modern alternative to C-style structs. This guide demonstrates how to manage IoT sensor readings in smart agriculture, including data validation, error handling, and JSON serialization.
• Real-Time Outlier Detection in ICU Patient Monitoring Using Streaming IQR Using PythonOct 09, 2025. Detect anomalies in real-time ICU patient monitoring using streaming Interquartile Range (IQR) in Python. This article provides a practical guide to implementing IQR-based outlier detection on live data streams, crucial for identifying critical events and reducing false alarms. Learn how to adapt IQR for streaming data using reservoir sampling, ensuring timely and accurate alerts in critical care environments.
• How to Visualize Network Latency Across Global CDN Nodes Using PythonOct 09, 2025. Visualize global CDN latency in real-time using Python, Plotly, and public endpoints. This tutorial guides you through building an interactive map to identify underperforming regions, validate CDN performance, and proactively trigger failovers. Learn to measure latency, map IPs to locations, and simulate live updates for optimal user experience. Perfect for live streaming and global applications!
• How to Use a 3D Array to Store and Manipulate Literacy Data Across Cities and Time in PythonOct 07, 2025. Learn how to leverage 3D arrays in Python to store and manipulate literacy data across cities and time. This article provides a practical guide to building a real-world education monitoring dashboard, complete with code examples, test cases, and best practices for handling multi-dimensional data. Discover how governments and NGOs can use this structure for spatial and temporal analysis to drive education policy and improve outcomes.
• How to Calculate the Herfindahl-Hirschman Index (HHI) in Python: Monitoring Market Competition in Real TimeOct 07, 2025. Learn how to calculate the Herfindahl-Hirschman Index (HHI) in Python to monitor market competition in real-time. This guide provides a step-by-step implementation with realistic test cases, focusing on a scenario involving anti-competitive mergers in the EV battery market. Discover best practices for using HHI in policy and business to detect monopolistic risks and ensure fair markets. Automate alerts and gain insights into market concentration.
• Artificial Intelligence: From Rules to Self-Monitoring Cognition: The Seven Levels of AI AdaptabilityOct 07, 2025. Explore the Seven Levels of AI Adaptability, a framework charting AI&#39;s evolution from rigid algorithms to self-monitoring cognition. Understand how AI progresses through predictive modeling, data-driven learning, contextual understanding, instruction following, and ultimately, cognitive self-awareness. This model provides a practical guide for building responsible and adaptable AI systems, crucial for enterprises, researchers, and policymakers navigating the future of AI.
• What Is Machine Learning Observability?Oct 03, 2025. Machine Learning Observability is crucial for maintaining reliable ML models in production. It provides visibility into model performance, data drift, and explainability, ensuring accuracy and trustworthiness. By monitoring data quality, model performance, and infrastructure, businesses can detect issues early, improve user experience, and reduce risks. Implement best practices like automation, alerts, and retraining for optimal results.
• How to Find the Range of Array Elements in PythonOct 03, 2025. This article provides efficient methods, including manual min/max and single-pass scans, tailored for real-time transaction analysis. Learn to detect volatility, handle edge cases, and optimize performance with production-ready code. Discover how the range exposes outliers, enabling instant fraud alerts and robust risk management in financial systems.
• Monitoring and Logging .NET Applications in Azure and AWSOct 03, 2025. Master monitoring and logging for .NET applications in Azure and AWS. This guide explores Azure Monitor, Application Insights, Log Analytics, CloudWatch, X-Ray, and CloudTrail. Learn to detect issues early, optimize performance, ensure security, and gain business insights. Implement best practices like structured logging, centralized logs, alerts, and distributed tracing for stable, secure, and optimized cloud-native .NET apps.
• Real-Time Cache Monitoring and Alerting with NCache in .NETSep 30, 2025. This article guides you through setting up event notifications, subscribing to cache events in C#, and integrating custom alerts for email, logging, and dashboards. Learn to proactively detect failures, optimize cache configurations, and maintain high availability using NCache Manager and PerfMon counters.
• Generative AI Observability in Production: From Logs to Live Quality and SLOsSep 29, 2025. Unlock the power of Generative AI observability! This article provides a comprehensive guide to monitoring GenAI systems in production, from logging to live quality and SLOs. Learn how to track key metrics like latency, error rate, faithfulness, and safety, enabling faster shipping, calmer incident response, and confident scaling. Discover practical strategies for building effective dashboards, alerts, and evaluation pipelines to ensure your GenAI applications deliver fast, accurate, and safe answers.