Digital Transformation Statistics 2026: Market Size, Industry Adoption, ROI, and the Agentic AI Acceleration Angle

Keyhole Software Agentic AI & AI-Accelerated Development, All Industries, Articles, Artificial Intelligence, Modernization, Retrieval-Augmented Generation (RAG) Leave a Comment

2026 digital transformation statistics: market sizing across leading research firms, industry adoption rates, ROI benchmarks, enterprise vs. mid-market patterns, and how agentic AI is changing transformation delivery economics.

Using GitHub Copilot for Pull Request Reviews: Benefits, Best Practices, and Real-World Experience

Jonny Hackett Agentic AI & AI-Accelerated Development, All Industries, Articles, Artificial Intelligence, Testing Leave a Comment

In this article, I’ll share how I’ve been using GitHub Copilot for PR reviews, where it provides the most value, where it falls short, and the best practices I’ve found for incorporating it into an effective code review workflow.

While most developers think of Copilot as a tool for assisting in writing code (Copilot Chat) or autocompleting code (Copilot plugin in your favorite IDE), itโ€™s during pull request reviews that I find Copilot the most impressive. GitHub Copilot can analyze code changes, generate summaries, identify potential issues, and even suggest fixes before another developer ever opens the PR…

Java Trends of 2026: Market Position, Enterprise Adoption, Version Distribution, and the AI Acceleration Angle

Keyhole Software Agentic AI & AI-Accelerated Development, All Industries, Architecture, Articles, Artificial Intelligence, Java, Spring Leave a Comment

2026 Java trends: TIOBE and Stack Overflow rankings, enterprise adoption by industry, Spring Boot and framework data, Java version distribution, AI/ML integration, and runtime performance benchmarks.