AI Prompts for Developers: Think Like a Principal Engineer

AI copilots helping a software engineer design, debug, and scale systems.

Developers often struggle to get actionable results from AI coding assistants. This guide provides 7 detailed prompts, designed at the Principal Engineer level, that walk AI step by step through code review, debugging, testing, architecture, and productionization. Copy, paste, and adapt these prompts to ship scalable, secure, production-ready software with AI support.

OpenAI’s New Budget Plan: Everything to Know About ChatGPT Go

Illustration of ChatGPT Go interface on a smartphone with icons representing messaging, image generation, and extended memory.

OpenAI just launched ChatGPT Go, a new low-cost plan priced at ₹399/month—India-only for now. You get big bumps over Free (notably ~10× message and image limits, file uploads, and longer memory) while Plus keeps the heavier tools (Deep Research, Sora, Agent Mode). Here’s how Go compares to Free/Plus/Pro, who it’s for, and whether you should switch.

From Terminal to GUI: The Best Local LLM Tools Compared

Running large language models (LLMs) locally is easier than ever, but which tool should you choose? In this guide, we compare Ollama, vLLM, Transformers, and LM Studio—four popular ways to run AI on your own machine. Whether you want the simplicity of a command line, the flexibility of Python, the performance of GPU-optimized serving, or a sleek GUI, this showdown will help you pick the right workflow for your needs.

Boosting Reproducibility in Research with RexF: A Hands-On Look

Experiment tracking tools often slow down research with heavy configuration and infrastructure setup. RexF flips the script by offering zero-configuration reproducibility with just a single decorator. Here’s why it’s quickly becoming a favorite among researchers and data scientists.

Shipping Faster With AI: A Practical GPT-5 vs Sonnet-4 Showdown

Futuristic banner illustration comparing GPT-5 and Sonnet-4 with a glowing brain, code snippet, and lightning bolt divider.

Picking an AI coding partner in 2025? GPT-5 often wins fast bug-fixing and tool-heavy workflows, while Claude’s Sonnet-4 earns praise for steady, requirement-faithful edits in big repos. Benchmarks like SWE-bench show both at the top; developer reports vary. The real answer: pilot on your code and choose what ships green tests most reliably.

Java Caching in Kubernetes: A Practical Guide with JCacheX

A stylized illustration of a coffee cup with a 'K' symbol, representing Java and Kubernetes, surrounded by interconnected hexagonal nodes in a tech-themed design.

Boost your Java microservices with high-performance distributed caching. This guide shows you how to use JCacheX to implement a robust caching strategy for your applications running on Kubernetes. Learn to dramatically improve speed and scalability, ensuring your services handle heavy loads with ease and efficiency.