We've tested every AI tool that promised to make developers faster. Most don't deliver. Here's what actually works in real projects.
The tools that survived our testing
Cursor for code completion with context. Claude for reasoning through complex problems. Perplexity for research with sources.
The tools that didn't make the cut
AI code review tools that miss obvious bugs. Auto-documentation that hallucinates APIs. Debug assistants that can't read logs.
Our evaluation criteria
Does it work on real codebases? Does it understand context? Does it save more time than it costs to verify?
The stack we recommend
Cursor for daily coding. Claude for architecture decisions. Perplexity for research. Everything else is optional.
The best AI tool is the one that makes you faster, not the one with the most features.
