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• GitHub Copilot in Slack: Testing Agentic Coding Workflows from Team ConversationsAug 25, 2026. Explore GitHub Copilot in Slack and learn how team conversations can trigger agentic coding workflows, from development tasks and repository access to code delivery.
• How to Detect Hidden Risks in Third-Party SoftwareAug 25, 2026. Learn how enterprises detect hidden third-party software risk across code, dependencies, provenance, architecture, AI code, technical debt, and governance.
• GitHub Copilot in Microsoft Teams: Turning Team Chats into Coding WorkflowsAug 25, 2026. Learn how GitHub Copilot in Microsoft Teams can turn team conversations into coding workflows, including agent sessions, collaboration, repository access, and development tasks.
• GitHub Copilot Agent Workflows: Measuring Chat-to-PR Delivery TimeAug 25, 2026. Explore GitHub Copilot agent workflows by measuring the time from team conversation to generated code, review, and pull request delivery.
• GitHub Code Quality in Actions: Building Automated Quality GatesAug 25, 2026. Learn how to build automated GitHub Actions quality gates using code quality checks to detect issues and enforce consistent software quality in CI/CD pipelines.
• CodeQL 2.26.3: Testing GitHub Actions Workflow Security DetectionAug 25, 2026. Explore CodeQL 2.26.3 security detection for GitHub Actions workflows and learn how to test CI/CD pipelines for workflow-related security vulnerabilities.
• Kubernetes 1.34 Maintenance: Final .NET Upgrade TestsAug 25, 2026. Prepare .NET workloads for Kubernetes 1.34 maintenance by testing deployments, compatibility, container behavior, and upgrade readiness before the maintenance transition.
• PostgreSQL 19 Beta 3: Detecting Logical Replication Sequence RegressionsAug 25, 2026. Explore PostgreSQL 19 Beta 3 logical replication changes and learn how to test sequence synchronization, REFRESH SEQUENCES, and replication regressions.
• PostgreSQL 19 Beta 3: Testing JSON and Foreign Data Wrapper RegressionsAug 25, 2026. Learn how to test PostgreSQL 19 Beta 3 for JSON and Foreign Data Wrapper regressions, including JSON deparsing and postgres_fdw compatibility.
• Building Agentic QA Pipelines with Browser Automation and .NETAug 24, 2026. Learn how to build agentic QA pipelines with Playwright for .NET and AI agents, including browser automation, agent memory, tool control, execution limits, and testing best practices.
• .NET Aspire 13.5 Kubernetes Storage: Benchmarking Persistent VolumesAug 24, 2026. Learn how to migrate applications from .NET 8 to .NET 10, identify breaking changes, test compatibility, and prepare for the November 2026 support deadline.
• .NET Aspire 13.5 Azure Resources: Managing Cross-Tenant Infrastructure ReferencesAug 24, 2026. Learn how to test PostgreSQL 19 Beta 3 with EF Core applications and detect query plan regressions before upgrading production workloads.
• PostgreSQL 19 Beta 3: Detecting Query Regressions in EF Core ApplicationsAug 24, 2026. Benchmark PostgreSQL 19 Beta 3 JSONB workloads with GIN indexes and compare query performance, indexing behavior, and resource usage against PostgreSQL 18.
• Testing AI Database Agents Against Cross-Tenant Data AccessAug 24, 2026. Learn how to test AI database agents for cross-tenant data access risks using authorization checks, tenant isolation, and least-privilege security controls
• GitHub Code Quality Trends: Building Engineering Health Dashboards from Repository DataAug 24, 2026. Learn how to build engineering health dashboards using GitHub repository data and track code quality trends, development performance, and team health.
• GitHub Actions Security: Testing CodeQL Detection for Workflow InjectionAug 24, 2026. Learn how to use CodeQL to test GitHub Actions workflows for injection vulnerabilities and strengthen CI/CD security against malicious workflow inputs.
• PostgreSQL 18.6 Security Update: Testing Application Compatibility After PatchingAug 24, 2026. Learn how to test application compatibility after upgrading to PostgreSQL 18.6 and verify queries, drivers, EF Core applications, and production workloads.
• Kubernetes 1.34 Maintenance: Testing .NET Deployment CompatibilityAug 24, 2026. Learn how to test .NET application compatibility with Kubernetes 1.34 before maintenance mode and identify deployment, networking, storage, and runtime issues.
• Benchmarking AI-Generated Database Queries Against Expert-Written SQLAug 24, 2026. Learn how to benchmark AI-generated database queries against expert-written SQL by comparing correctness, performance, cost, maintainability, and execution efficiency.
• GitHub Copilot Enterprise Settings: Testing Governance Across Developer TeamsAug 24, 2026. Learn how to test GitHub Copilot Enterprise settings and establish consistent AI coding governance across teams, repositories, and development environments.
• CodeQL 2.26.3: Testing GitHub Actions Security Detection in CI/CDAug 24, 2026. Learn how to test CodeQL 2.26.3 security detection for GitHub Actions workflows and improve vulnerability detection in CI/CD pipelines.
• Submission Manager : A Generic Multi-Tier Submission System Using Blazor, Web API, and Windows FormsAug 22, 2026. Learn how to design and build a generic multi-tier application using a shared .NET architecture. This article explores a practical implementation of the SubmissionManager system, connecting Blazor web clients and Windows Forms desktop apps to a centralized ASP.NET Web API, designed for easy client customization and minimal UI refactoring.
• How to Use Concurrency in Power AutomateAug 21, 2026. Learn how to use Concurrency Control in Power Automate to process multiple flow runs and Apply to each iterations simultaneously, improve performance, avoid race conditions, and choose the right concurrency level.
• Microsoft Foundry Claude Agents: Testing Web Search, Web Fetch, and Tool UseAug 21, 2026. Learn how to build and test Claude agents in Microsoft Foundry using web search, web fetch, MCP connectors, tool search, and structured outputs.
• GitHub Copilot Model Deprecations: Testing Replacement Models Before SeptemberAug 21, 2026. Learn how to test GitHub Copilot replacement models before September 2026 deprecations using repeatable benchmarks for quality, compatibility, latency, and cost.
• NuGet API Key Rotation: Automating 30-Day Credential Renewal in GitHub ActionsAug 21, 2026. Learn how to automate NuGet API key rotation in GitHub Actions and safely manage 30-day credentials without disrupting .NET package publishing workflows.
• Kubernetes 1.34: Testing .NET Workloads Before Maintenance ModeAug 21, 2026. Learn how to prepare .NET applications for Kubernetes 1.34 maintenance mode by testing compatibility, dependencies, workloads, APIs, and upgrade readiness.
• Building AI Code Review Pipelines with GitHub Copilot Agent PluginsAug 21, 2026. Learn how to build automated AI code review pipelines with GitHub Copilot Agent Plugins, repository-specific tools, coding rules, and automated review workflows.
• Testing AI Agents When External Web Sources Become UnavailableAug 21, 2026. Learn how to test AI agents when web search and external sources fail, including timeout handling, fallback strategies, graceful degradation, and response validation.
• PostgreSQL 19 Beta: Detecting EF Core Query Plan RegressionsAug 21, 2026. Learn how to test PostgreSQL 19 Beta with EF Core and detect query plan regressions, performance changes, compatibility issues, and production migration risks.
• PostgreSQL 19 Beta: Benchmarking JSONB Workloads from .NET APIsAug 21, 2026. Benchmark PostgreSQL 19 Beta JSONB workloads from .NET APIs and evaluate query performance, indexing strategies, EF Core behavior, and database scalability.
• Building Architecture Rules for AI-Generated Pull Requests in .NETAug 21, 2026. Learn how to enforce architecture rules on AI-generated .NET pull requests using dependency checks, layering rules, forbidden references, and automated validation.
• Benchmarking AI-Generated Unit Tests Against Human-Written TestsAug 21, 2026. Learn how to benchmark AI-generated unit tests against human-written tests using code coverage, mutation scores, defect detection, false positives, readability, and maintainability.
• Create a Error Handling Framework in Power Automate with Real-Time Error NotificationsAug 21, 2026. Learn how to build a reusable error-handling framework in Microsoft Power Automate using Try-Catch scopes, Configure Run After, error extraction, Run ID tracking, failed action identification, and automated HTML email notifications. This step-by-step example demonstrates how to intentionally create a SharePoint failure and capture meaningful error details for troubleshooting production flows.
• How to Find Which Power Automate Flow Sent an EmailAug 19, 2026. Learn how to identify which Power Automate flow sent an email using Microsoft 365 Message Trace, Microsoft Defender Explorer, and email headers. This step-by-step guide shows how to find the Workflow ID, Run ID, Environment ID, and trace the email back to the exact Power Automate flow.
• .NET 11 Preview 7: What’s New and Why Developers Should Explore ItAug 20, 2026. A simple and practical look at .NET 11 Preview 7, covering the latest features, performance improvements, ASP.NET Core updates, C# development, EF Core, cloud tools, and what developers should know before the final .NET 11 release. Whether you're a beginner or an experienced .NET developer, this guide will help you understand what's new and how to get started.
• Building a Reliable and Scalable AI-Powered ATS with .NET and AngularAug 18, 2026. Explore how to build a reliable and scalable AI-powered ATS with .NET and Angular, covering AI integration, security, observability, asynchronous processing, and human oversight.
• Okta MCP: Revolutionizing AI Agent Token Economics in Enterprise FinanceAug 19, 2026. Learn how to build an enterprise financial audit system using Okta, MCP-style context optimization, LangGraph, RAG, and persistent memory to reduce token usage and improve security, compliance, and auditability.
• Testing AI Agent Tool Permissions with Deny-by-Default PoliciesAug 19, 2026. Learn how to test AI agent tool permissions using deny-by-default policies, authorization controls, negative security tests, and least-privilege access strategies.
• NuGet Package Source Mapping: Preventing Dependency Confusion in .NETAug 19, 2026. Learn how NuGet Package Source Mapping prevents dependency confusion attacks in .NET applications by controlling package sources and securing software supply chains.
• Kubernetes 1.34 Upgrade: Testing .NET Application Compatibility Before EOLAug 19, 2026. Prepare .NET applications for Kubernetes 1.34 by testing API compatibility, workloads, dependencies, deployment behavior, and upgrade risks before the maintenance deadline.
• Extract Text from a Word Document in Power Automate Using Only the SharePoint ConnectorAug 19, 2026. Learn how to extract actual text content from a Microsoft Word (.docx) document in Power Automate using only the SharePoint connector and built-in expressions. This guide explains how to extract the DOCX package, access word/document.xml, use XPath to retrieve paragraph text, and convert the result into clean plain text without premium or third-party connectors.
• PostgreSQL 19 Beta Migration: Detecting Query Plan Regressions in .NETAug 19, 2026. Learn how to test PostgreSQL 19 Beta migrations for .NET applications and detect query plan regressions, performance issues, compatibility problems, and database risks.
• ASP.NET Core API Security: Detecting Dependency Vulnerabilities in CIAug 19, 2026. Learn how to detect dependency vulnerabilities in ASP.NET Core APIs during CI using automated security scanning, vulnerability gates, package auditing, and DevSecOps practices.
• Building Reproducible AI Evaluation Datasets for Enterprise AgentsAug 19, 2026. Learn how to build reproducible AI evaluation datasets for enterprise agents using versioning, scenario coverage, ground truth, regression testing, and measurable quality metrics.
• Microsoft Agent Framework: Testing Tool Selection Under Large Tool CatalogsAug 19, 2026. Learn how to test AI agent tool selection with large tool catalogs using Microsoft Agent Framework, measuring selection accuracy, latency, reliability, and tool discovery performance.
• Azure Developer CLI: Testing Repeatable AI Infrastructure DeploymentsAug 19, 2026. Learn how to use Azure Developer CLI to test repeatable AI infrastructure deployments with automated provisioning, configuration consistency, environment management, and DevOps workflows.
• Building Architecture Fitness Tests for AI-Generated .NET CodeAug 19, 2026. Learn how to enforce architecture rules on AI-generated .NET code using automated fitness tests for dependency direction, layering, forbidden references, and maintainability.
• AI Coding Agents: Who Owns Code Quality?Aug 18, 2026. AI coding agents change software ownership and assurance. Learn how enterprises govern AI-generated code, security, provenance, and quality.
• Testing AI Browser Agents Against Unsafe Web ActionsAug 18, 2026. Learn how to test AI browser agents against unsafe web actions using adversarial scenarios, permission checks, action validation, navigation controls, and security-focused agent evaluation.
• Building Trace-Based Release Gates for AI ApplicationsAug 18, 2026. Build trace-based release gates for AI applications using evaluation metrics, execution traces, quality thresholds, regression detection, and automated CI/CD checks to prevent unreliable AI releases.
• Testing AI Agents with Synthetic Enterprise DocumentsAug 18, 2026. Test AI agents with synthetic enterprise documents to evaluate extraction accuracy, grounding, hallucinations, edge cases, document variations, and system reliability under controlled conditions.
• Building Automated .NET Dependency Risk Reports from NuGet AuditingAug 18, 2026. Build automated .NET dependency risk reports from NuGet auditing to identify vulnerable packages, outdated dependencies, security risks, transitive dependencies, and software supply chain exposure.
• Testing PostgreSQL 19 Upgrade Compatibility for .NET ApplicationsAug 18, 2026. Test PostgreSQL 19 upgrade compatibility for .NET applications by validating EF Core workloads, queries, extensions, drivers, migrations, application behavior, and potential compatibility issues.
• Building Architecture Fitness Functions for AI-Generated .NET CodeAug 18, 2026. Build architecture fitness functions for AI-generated .NET code to automatically enforce architectural boundaries, dependency rules, layering constraints, design standards, and quality checks in CI pipelines.
• Benchmarking AI-Generated Code Rework Across Human and Agent WorkflowsAug 18, 2026. Benchmark AI-generated code rework across human and agent workflows by measuring defect rates, review cycles, rework effort, delivery time, code quality, and engineering productivity.
• Decorator vs Proxy Design Pattern : What’s the Difference?Aug 16, 2026. Understand the difference between Decorator and Proxy design patterns in C#, including their intent, object wrapping, access control, behavior extension, caching, authorization, logging, and practical implementation examples.
• Building Automated NuGet Vulnerability Gates for .NET CI PipelinesAug 17, 2026. Learn how to build automated NuGet vulnerability gates for .NET CI pipelines that detect vulnerable dependencies and enforce security policies before deployment.
• Testing Kubernetes 1.34 Upgrade Readiness for Production .NET AppsAug 17, 2026. Test Kubernetes 1.34 upgrade readiness for production .NET applications by validating workloads, APIs, networking, dependencies, deployment compatibility, and potential upgrade risks.
• Detecting Dependency Confusion Attacks in Enterprise .NET BuildsAug 17, 2026. Learn how to detect dependency confusion attacks in enterprise .NET builds by identifying malicious packages, namespace conflicts, NuGet risks, and software supply chain threats.
• Building Reproducible .NET Builds with Locked Dependency GraphsAug 17, 2026. Build reproducible .NET applications with locked dependency graphs to control transitive packages, prevent unexpected dependency changes, and improve build integrity across environments.
• Testing Flaky .NET Tests with Historical Failure AnalysisAug 17, 2026. Detect flaky .NET tests using historical failure analysis to identify recurring failures, distinguish regressions from instability, and improve automated testing reliability.
• Building Tamper-Resistant NuGet Supply Chains with Package SigningAug 17, 2026. Build a tamper-resistant NuGet supply chain using package signing to verify package authenticity, protect build integrity, and reduce software supply chain risks.
• Testing AI Coding Agents Against Dangerous Infrastructure ChangesAug 17, 2026. Test AI coding agents against dangerous infrastructure changes using adversarial scenarios for Terraform, IAM, databases, deployments, permissions, and destructive cloud operations.
• Building Agent Evaluation Gates for Tool-Calling Regression TestsAug 17, 2026. Build automated evaluation gates for AI agents to detect tool-calling regressions when prompts, schemas, models, or agent workflows change across development and deployment.
• Building Architecture Drift Detection into .NET Pull RequestsAug 17, 2026. Build automated architecture drift detection into .NET pull requests to enforce architectural rules, identify dependency violations, and prevent unintended design changes in CI.
• Building Release Gates for AI-Generated Code in Enterprise RepositoriesAug 17, 2026. Build release gates for AI-generated code in enterprise repositories using automated security, testing, dependency, quality, and architecture checks before production deployment.
• How to Understand GUID in Power Apps and Power AutomateAug 17, 2026. Learn how GUIDs work in Power Apps, Power Automate, Dataverse, and SharePoint, including GUID generation, correlation IDs, audit tracking, integrations, and unique record identification.
• Testing .NET 11 DNS APIs Under Real Failover ConditionsAug 14, 2026. Test the new .NET 11 DNS APIs under realistic failover conditions, measuring DNS resolution latency, caching behavior, recovery time, and service-discovery reliability.
• Testing Global .NET Test Timeouts with Microsoft.Testing.PlatformAug 14, 2026. Learn how global test timeouts and maximum-failure controls in Microsoft.Testing.Platform can improve CI reliability and prevent stalled or excessive test runs.
• Separating Flaky Tests from Regressions with Microsoft.Testing.PlatformAug 14, 2026. Discover how Microsoft.Testing.Platform can help distinguish flaky tests from genuine regressions using test history, failure patterns, and CI pipeline diagnostics.
• Building Security Patch Automation for .NET 8, 9, and 10Aug 14, 2026. Build an automated security patching workflow for .NET 8, 9, and 10 that detects framework updates, validates security fixes, and verifies applications in CI/CD.
• Detecting .NET Security Regressions Before Production DeploymentAug 14, 2026. Create a CI/CD security regression gate for .NET applications that validates runtime and framework updates before deployment and detects security issues early.
• Building Trace-Based AI Evaluation Gates in CI/CDAug 14, 2026. Build trace-based AI evaluation gates in CI/CD to detect quality regressions, enforce evaluation thresholds, analyze model behavior, and prevent unreliable AI releases.
• Testing PostgreSQL 19 Beta Against Production-Like .NET QueriesAug 14, 2026. Test PostgreSQL 19 Beta with production-like .NET queries to evaluate query performance, execution plans, compatibility, concurrency, and database behavior under realistic workloads.
• Preparing PostgreSQL 14 Upgrades Before NovemberAug 14, 2026. Prepare PostgreSQL 14 environments for upgrade before November 2026 by assessing compatibility, extensions, application dependencies, migration risks, testing, and rollback strategies.
• Building AI-Assisted Architecture Gates for Large .NET RepositoriesAug 14, 2026. Build AI-assisted architecture gates for large .NET repositories that detect architectural violations while keeping deterministic rules, dependency constraints, and governance as the source of truth.
• How to Optimize Using ForAll(), Sequence(), and Concurrent() in Power Apps Aug 14, 2026. Learn how ForAll(), Sequence(), and Concurrent() work in Power Apps for record processing, dynamic table generation, parallel operations, bulk updates, error handling, and performance optimization.
• Software Due Diligence Case Study: Avoiding a Costly Acquisition MistakeAug 13, 2026. Learn how software due diligence uncovers technical debt, security, architecture, AI code, and supply-chain risks before an acquisition.
• Power Automate: Preventing Duplicate Trigger ExecutionAug 11, 2026. Learn how to prevent duplicate Power Automate trigger executions caused by webhooks, retries, or integration settings. Troubleshoot and resolve duplicate records.
• Testing MCP Servers for Schema Drift and Tool CompatibilityAug 12, 2026. Prevent AI agent failures by testing MCP server schema drift and tool compatibility. Ensure robust contracts for reliable AI interactions.
• PostgreSQL 19 Beta: Testing Planner Changes Before ProductionAug 12, 2026. Test PostgreSQL 19 Beta's query planner changes before production. Optimize performance by comparing execution plans and identifying regressions.
• Measuring Copilot Cloud Agent Impact on Software DeliveryAug 12, 2026. Measure Copilot cloud agent's true impact on software delivery by focusing on cycle time, review effort, defects, and rework, not just code speed.
• Testing AI Agents Against Unauthorized Data AccessAug 12, 2026. Secure AI agents by testing unauthorized data access. Focus on authorization outside the model, tool misuse, and indirect injection.
• Building Agentic QA Pipelines with Browser Automation and .NETAug 12, 2026. Build robust agentic QA pipelines in .NET. Separate AI reasoning from deterministic browser execution for faster, more reliable testing.
• Testing AI Agents Against Unauthorized Data AccessAug 12, 2026. Secure AI agents by rigorously testing authorization, preventing unauthorized data access, and validating every interaction path. Essential for robust AI security.
• Automating DevOps Tasks with Python: Building an Infrastructure Health CheckerAug 12, 2026. Automate infrastructure health checks with Python! Build a tool to monitor endpoints, ports, CPU, memory, and disk for faster, consistent operational insights.
• How Do I Know If My Codebase Is Safe?Aug 11, 2026. Codebase safety is multidimensional. Understand risks beyond vulnerabilities: architecture, dependencies, quality, governance, AI, and more.
• Testing Declarative AI Workflows with Failure InjectionAug 11, 2026. Master declarative AI workflow testing with failure injection. Ensure robust error handling, recovery, and reliability in production.
• EF Core 11 Query Translation Changes Under Real WorkloadsAug 11, 2026. Evaluate EF Core 11 query translation changes with real workloads. Learn to benchmark, inspect SQL, and analyze execution plans for optimal performance.
• Testing MCP Tool Contracts with Contract-Based Integration TestsAug 11, 2026. Master MCP tool contracts with robust testing. Ensure API stability, prevent regressions, and build reliable AI integrations.
• Preventing Architecture Drift with Executable Dependency RulesAug 11, 2026. Prevent architecture drift with executable dependency rules. Turn architectural decisions into automated tests for C# applications using ArchUnitNET.
• Measuring AI Coding-Agent Productivity Without Vanity MetricsAug 11, 2026. Measure AI coding agent productivity beyond vanity metrics. Focus on delivery, quality, rework, and developer experience for true value.
• Benchmarking C# 15 Union Types in Real ApplicationsAug 10, 2026. Benchmark C# 15 union types in real apps. Explore performance, allocations, boxing, and compare with interfaces for production readiness.
• Testing AI Agent Permissions Before Production DeploymentAug 10, 2026. Secure AI agents by rigorously testing permissions. Learn how to prevent unauthorized access, tool chaining, and prompt injection.
• Building MCP Load Tests for Stateless Agent WorkloadsAug 10, 2026. Master MCP load testing for stateless AI agent workloads. Optimize performance, identify bottlenecks, and ensure scalability with .NET.
• Benchmarking ASP.NET Core HTTP/3 Under Real API LoadAug 10, 2026. Benchmark ASP.NET Core API HTTP/3 performance under real-world load. Measure latency, throughput, CPU, and memory for accurate insights.
• Preventing Knowledge Debt in AI-Assisted Software DevelopmentAug 10, 2026. Prevent knowledge debt in AI-assisted development by ensuring developer understanding, not just code generation. Optimize workflows for learning and oversight.
• Extended Development Teams for Flexible Software DeliveryAug 07, 2026. Boost software delivery with extended development teams. Gain flexible capacity, specialized skills, and maintain project control.
• Retail Banking: Testing & Implementing Enterprise Multi-Agent RAG with LangGraphAug 06, 2026. Learn how to build reliable, compliant, multi-agent RAG systems for retail banking with LangGraph, focusing on testing, state, and human-in-the-loop.