AI for Java Developers: A Practical Guide (2026)
Senior Java engineer's honest 2026 guide to AI coding tools for Java and Spring Boot: Cursor, Claude Code, testing, code review — what actually works.
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Reviews and comparisons of the best AI tools available in 2026.
16 articles
Claude Code Subagents & Hooks on Spring Boot: My Guardrails (2026)
How I use Claude Code subagents and hooks on Spring Boot: real .claude configs that stop an agent from breaking the Gradle build or skipping tests.
Read moreCursor Background Agents on a Spring Boot Repo: 4 Gotchas (2026)
Handed Spring Boot grunt work to Cursor's background agents, got PRs that broke bootRun. 4 cloud-vs-local gotchas and the .cursor rules that fixed them.
Read moreWhat AI Code Review Misses in Java (and How I Catch It) (2026)
My team runs every PR through an AI reviewer, but it once green-lit code that broke production. Here's what AI code review misses in Java, and my workflow.
Read moreI Let AI Write My JUnit Tests. Here's What Broke.
I let AI generate JUnit tests for my Java code. They passed, and proved nothing. Here's how I write tests with AI and the 5 traps I check first.
Read moreCursor with Spring Boot: A Practical Java Workflow (2026)
How I use Cursor on a real Spring Boot codebase in 2026: project rules, the prompts that work, and the bean-wiring traps that break the build.
Read moreClaude Code with Spring Boot: A Practical Workflow
How I actually use Claude Code on a Spring Boot project in 2026: setup, CLAUDE.md, running the build, and the habits that keep the AI from drifting off.
Read moreLangChain 1.x Tool Calling & Agents: GLM + MiniMax via OpenAI Endpoint
How I wired LangChain tool calling and create_agent to GLM and MiniMax via the OpenAI-compatible endpoint — the bind_tools loop and the tool.invoke footgun.
Read moreVibe-Coded a PDF→Word Converter with Claude Code (227 Pages)
A Java dev with zero PyQt experience built a PDF→Word converter in Claude Code — the pipeline that got 0% garbled text on a 227-page bank doc.
Read moreUsing AI on a Legacy Java Codebase (What Actually Works)
A senior Java engineer's real lessons on using AI to change legacy code: undocumented patches, shared multi-channel logic, and how to fence the AI in.
Read moreMCP Tutorial: Connect Your AI to Everything (Without Getting Burned)
MCP tutorial 2026: set up MCP servers with Claude and Cursor, and avoid the security traps that burned real users.
Read moreCursor Rules Tutorial: Make AI Write Code the Way You Do
An engineer's guide to Cursor rules in 2026: why .cursorrules is dead, how .cursor/rules works, and the setup that makes AI write code like you.
Read moreOpenClaw vs Hermes Agent: Which Open-Source AI Agent Should You Run?
Comparing OpenClaw vs Hermes Agent, 2026's two biggest open-source AI agents. I tested both to help you choose.
Read moreWhy Does AI Make Things Up? 7 Ways to Stop AI Hallucinations
AI chatbots invent APIs, fake libraries, and wrong code. Here are 7 practical ways I stop AI hallucinations as a developer who uses AI to write Java every day.
Read moreCursor AI Editor: How I Switched from VS Code and Never Looked Back
How I set up Cursor AI, what works, what annoys me, and why I pay $20/month for it. Honest review from a Java developer.
Read more10 Best AI Tools I Actually Use Daily (2026 Tested)
We tested dozens of AI productivity tools to bring you the top 10 that actually save time. Compare features, pricing, and real-world performance.
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