Unverified50% confidenceTradeoffExact time
Even when the context window of most current LLMs is extended to 100K tokens, it is difficult to fit the full codebase of a medium-sized microservice system in a single pass.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/24/2026
First Seen
Valid until: 10/22/2026
Sources
Harness AI工程化编程：企业级项目实战方法论
bilibili图灵学院官方7/12/2026
Related Claims
UnverifiedLLM context windows have a fixed capacity limit such as 128K or 200K tokens76% similarUnverifiedEven models that support a 200K token context window are unable to load all files at once when faced with large codebases (hundreds of thousands of lines of code).74% similarVerifiedCurrent mainstream AI programming tools have context window limitations, typically ranging from 8K to 200K tokens.72% similar
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