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Token Management

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05.02 2026

Master AI Code Assistants on Messy Legacy Code: Context, Iteration, and Human Oversight

May 2, 2026

Discover practical strategies for integrating AI code assistants into large, messy legacy codebases, focusing on context management, iterative development, and human-guided verification.

AI Code Assistants AI Documentation Code Refactoring Context Management Human Oversight Iterative Development Legacy Code Problem Decomposition Software Testing Token Management

Master AI Code Assistants on Messy Legacy Code: Context, Iteration, and Human Oversight

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