Unlocking the agentic enterprise with Open Data Infrastructure
Agentic AI is compressing the consulting services pyramid, and the $200 billion services opportunity that replaces it will be earned on an open data foundation or not at all.
Systems | Development | Analytics | API | Testing
Modern Software Development For Today's Systems & Applications
From Excel to Real Estate Investment Dashboards: How to Build a Single View of Your Portfolio
Quick answer: A single portfolio view depends on the data and reporting infrastructure underneath it. Real estate investment dashboards work best when they draw from a governed data layer rather than a stack of monthly Excel exports.
How to Update Node.js Versions on Windows
Updating Node.js on Windows can be as simple as installing a new version—but a safe Node.js upgrade is more than changing the number returned by node -v. Prefer to watch the tutorial? Watch the full video on YouTube → A new major version can change the V8 engine, npm, OpenSSL, runtime APIs, native addon compatibility, dependency requirements, and application behavior.
Best Solar Weather APIs for Developers
Most weather APIs are built around the basics: temperature, rain, wind, humidity, and a forecast icon that looks good in a dashboard. That works for a simple weather app. Solar-aware software needs more.
Validating Infrastructure Auto-Scaling with Load Testing
Load testing is essential for validating infrastructure auto-scaling policies before deployment. Skipping this step can result in resource wastage or bottlenecks. In a recent case study, simulating traffic spikes in a controlled environment enabled teams to reduce response times and lower server costs.
Test Your MySQL 8.4 Upgrade With Real App Queries
Before you start, paste this into Claude Code, Cursor, Codex, Gemini CLI, Kiro, or any assistant that can read a URL and run commands: The install-speedscale skill installs proxymock for your operating system and walks you through proxymock init. It stops when you need to complete browser sign-in, keeps your recordings on your machine, and connects the proxymock MCP server so your assistant can run the prompts later in this article.
Engineering Reliability: Continuous Pipeline Strategy for AI Model Validation
When an enterprise moves an AI system from a local staging environment to a live production cluster, standard testing metrics often break down. A pipeline that achieves excellent accuracy on static test sets can easily fail when exposed to real-world user data, changing context windows, or minor updates in third-party model APIs. For quality assurance leaders, maintaining software reliability requires moving past manual evaluations and building automated validation pipelines.
5 Test Management Tools to Evaluate in 2026
Software testing is becoming increasingly complex. Modern engineering teams are expected to release faster, support continuous delivery, manage larger test suites, and maintain quality across web, mobile, API, and AI-driven applications. That is where test management tools come in. In 2026, test management is no longer limited to storing test cases and tracking pass/fail results.
From Bug Counters to Risk Officers | Rupernita Sahoo
In this fireside chat, Rupernita Sahoo explore the fundamental shift taking place in software quality assurance. Executive teams no longer want traditional defect counts - they want QA leaders to quantify business risk, security posture, and compliance. However, many QA organizations, legacy tools, and success metrics are still anchored in the past. This fireside chat explores how QA leaders can navigate this transition while maintaining strong operational delivery and driving greater business impact.
Introducing Kong Operator 2.3: AI Gateway & More
Today we're announcing Kong Operator 2.3. Building on 2.2's expansion into supporting Event Gateway and Dev Portal, this release significantly broadens our feature set. While 2.2 introduced foundational event-driven capabilities, 2.3 brings Kong **AI Gateway** fully into the Kubernetes-native fold, enabling teams to manage LLM routing and policies through familiar GitOps workflows. This update also rounds out Gateway API coverage with `TCPRoute`, `UDPRoute`, and `GRPCRoute`.