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Compress Before You Prompt: How a 74K-Star Token-First Architecture Is Making AI Coding Agents Smarter, Cheaper, and Actually Honest

This story is from 2026-10-02. It is preserved in the archive; the latest stories are on the live feed.

Originally published on tamiz.pro . The context window is the new bottleneck. Every AI coding agent you've used — whether it's a local CLI assistant, a cloud IDE copilot, or an autonomous refactor bot — is fundamentally constrained by the same problem: models have finite context, but codebases are…

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  1. 2026-10-02 18:02 · DEV Community — AI
    Compress Before You Prompt: How a 74K-Star Token-First Architecture Is Making AI Coding Agents Smarter, Cheaper, and Actually Honest

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