ChatGPT 429 Error? 5 Fixes I Tested (and One Failed)
Got ChatGPT API error 429? Here's how I fixed it after my script broke at 2AM. Exponential backoff code, Batch API tips, and what actually works.
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View all →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.
Read moreClaude 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.
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