Software Development

AI success depends on the right performance metrics across accuracy, operational performance and reliability. These signals show whether your AI will reduce risk, control cost, and hold up in production.

We surveyed hundreds of active projects and found 72% aren't measuring test coverage, while half lack formal testing processes. Strategic QA investment through clear ownership, smart automation, and governance can drive significant returns within the first year.

Most companies can demo agentic AI. Few can run it in production. Our expert panel breaks down why POCs fail to scale and the proven patterns for building trustworthy, operable systems.

A decision playbook on TensorFlow, PyTorch, JAX, Keras, and ONNX Runtime—trade-offs in governance, CI/CD fit, and operating cost.

See how Rails teams can replace React-heavy stacks with Hotwire, ViewComponent, Stimulus, and targeted Vue islands to simplify tooling, improve performance, and stay Ruby-centric.

If microservices sprawl is slowing your Java teams, this guide shows how to regain predictable delivery and resilience with clear ownership and guardrails.

Learn how service objects keep Rails codebases maintainable at scale. Separate domain logic from models and controllers to speed delivery and onboarding.

Practical comparison focused on cost, hiring, and risk. See how each stack affects timelines, design systems, security, and micro-frontend plans.

Python multiprocessing vs. multithreading: choose the right model for I/O- or CPU-bound work with clear metrics, costs, risks, and a quick test plan.

How to scale Node.js without audit risk? Pair throughput with governance: SBOMs, signed artifacts, tenancy isolation, and SLOs that speed up deals.

Enhance your PostgreSQL performance with proven optimization techniques. Discover actionable tips to boost efficiency and speed.

Explore how Angular micro frontend architecture enables faster delivery, domain team autonomy, and modernization—without rewriting your app.

Explore the Unity pricing controversy and its impact on developers. Understand the challenges ahead and how to navigate the changing landscape. Read more.

Discover key strategies and common challenges in scaling DevOps. Enhance your approach and navigate obstacles effectively. Read the full article now.

Discover key strategies to improve software reliability throughout development. Enhance quality and performance—read the article for actionable insights.