I genuinely think a lot of people still underestimate how fast the AI developer tooling ecosystem is evolving.
A good example of that is the new Code Review feature in Claude Code, which Anthropic just released in research preview.
Docs: https://code.claude.com/docs/en/code-review
At first glance it sounds like another “AI reviews your code” feature. We’ve had plenty of those.
But when you look closer, this one is actually quite different.
Most automated code review tools are basically static analysis with a large language model wrapped around them. They skim the diff, leave a few comments, maybe point out a style issue or a possible bug.
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I keep running into the same problem with Claude Code Pro ($20/month): I burn through the usage limits faster than I expect. The obvious solution is upgrading to the $200/month plan, but that feels excessive for how I actually use it.
So I started exploring alternatives.
What I’ve realised is that the best approach isn’t replacing Claude Code entirely - it’s building a hybrid AI developer stack where different models handle different types of work.
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