DSPy improves AI development by replacing prompt engineering with patterns. This guide explores how DSPy's features enable language model applications.
August 11, 2025
by Vidyasagar (Sarath Chandra) Machupalli FBCS
CORE
This article serves as a guide to setting up Selenium Grid 4 with Docker Compose for efficient, scalable, cross-browser test automation and parallel execution.
Learn how testing strategies like mutation and data-driven testing improve reliability and quality in Jakarta EE apps, with practical tools and examples.
Agentic AI represents a transformative leap beyond traditional AI by demonstrating autonomy, proactive goal-setting, adaptive multi-step planning, and persistent memory.
Playwright enables unified API and UI testing with support for all HTTP methods, authentication, retries, and mocks—helping build reliable backend tests fast.
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Learn how to enforce JWT policies in API Manager with a RAML project. Secure endpoints using Auth0, plus apply IP whitelisting and rate limiting in Anypoint.
Use the custom prompts from this article and the linked repository to have the agent (1) plan, (2) implement, and (3) review any code for better results.
AI is transforming network routers and switches by driving intelligent automation, boosting performance and security, while streamlining operational complexity.
In this article, learn the core challenges of running AI in the cloud — availability, reliability, observability, and responsibility — and how to overcome them.