Tooling 6 min
When AI Invents APIs: Handling Code Hallucinations in Practice
How to recognize, prevent, and recover from AI-generated code that confidently calls methods, packages, or APIs that don't exist.
0degrees Team
[ Index ]
Articles
Page 02 / 04
Tooling 7 min
Prompting AI for CI/CD: Writing Pipelines That Actually Deploy
How to give AI coding assistants the context they need to write GitHub Actions, Dockerfiles, and CI pipelines that work — not just pipelines that look like they work.
Josh
Prompt Engineering 7 min
Prompting AI to Write Testable Code by Default
How to prompt AI coding assistants to produce pure functions, injectable dependencies, and explicit interfaces — so the generated code is easy to test before you write a single assertion.
0degrees Team
Prompt Engineering 6 min
Type-Driven AI: Getting Better Code by Sharing TypeScript Types First
How sharing your TypeScript types before asking for implementations dramatically improves AI-generated code — and how to use the compiler as a fast verification loop.
0degrees Team
Tooling 7 min
Documenting Code with AI: Keeping Docs Honest
How to get AI coding assistants to write documentation that accurately reflects your code — not plausible-sounding summaries that drift from reality.
0degrees Team
Production 7 min
Profiling First, Prompting Second: Using AI to Optimize Slow Code
How to structure AI-assisted performance work — what profiling data to share, how to frame bottlenecks, and how to validate that a suggested fix actually helps.
0degrees Team
Tooling 7 min
AI-Assisted Git: Writing Better Commits and PR Descriptions
How to use AI to write commit messages, pull request descriptions, and changelogs that actually communicate intent — and where the workflow breaks down.
Josh
Tooling 7 min
Using AI to Review Your Own Code Before It Ships
How to use AI coding assistants as a first-pass code reviewer — prompting for real feedback on code you wrote, interpreting what it finds, and fitting it into your workflow.
0degrees Team
Tooling 7 min
Briefing AI on Your Codebase: The Architecture Context That Actually Matters
How to give an AI coding assistant exactly the architectural context it needs to write code that fits your project — without overwhelming it with noise.
0degrees Team