Stop debating benchmarks. Learn why senior engineers value reasoning frameworks over specific models.
Claude 3.5 Sonnet often wins on complex logic and refactoring without introducing regressions. GPT-4o is a close second but can be more 'lazy' with large files.
Claude's 200k context window and Projects feature make it superior for large repo exploration. GPT-4o's context is large but starts to lose focus faster.
Claude Artifacts are incredible for frontend/UI iteration. GPT-4o's Advanced Data Analysis is the gold standard for backend data processing and Python scripting.
Tools change every 3 months. The Senior Dev Accelerator teaches you the skills that last years.
Learn the Prompt Phases framework that works equally well on GPT-4o, Claude 3.5, or Llama 3.
Master how to feed repositories to any AI without hitting token limits or hallucination traps.
Develop the senior judgment to spot AI bugs that look like valid code, regardless of which model wrote it.
How to build a setup that lets you switch models in seconds based on the task at hand.
For most senior developers, Claude 3.5 Sonnet is currently the preferred choice for logical reasoning and larger codebase context. However, ChatGPT's tool use and search integration are still superior for some workflows. The key is knowing how to switch between them.
Yes. Our frameworks are tool-agnostic. We teach you how to think, scope, and review, which applies whether you're using Claude, ChatGPT, or local LLMs.
We recommend Claude Pro for pure software engineering and repo-wide context, but our 'Personal AI System' chapter explains how to leverage both effectively for maximum productivity.
Don't get locked into one tool. Master the underlying judgment that makes you a 10x developer with any model.
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