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Parallel AI agents are a game changer


I’ve been in this industry long enough to watch technologies come and go. I’ve seen the excitement around new frameworks, the promises of revolutionary...

I’ve seen the excitement around new frameworks, the promises of revolutionary tools, and the breathless predictions about what would “change everything.” Most of the time, these technologies turned out to be incremental improvements wrapped in marketing hyperbole. Bug fixes and race conditions Backend logic, controllers, validations Database changes and migrations Package version bumps and code transformations Small, well-defined implementation tasks With a monorepo, agents understand the full scope of changes needed - updating API contracts, adjusting client code, and modifying shared utilities all in one pull request.

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