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Philosophy of FastFileScrape

FastFileScrape follows the same principles as the FastJava ecosystem:

“No copies. Ever. Critical JNI path. Native‑first performance.”

Even though FastFileScrape v0.1.0 is pure Java, its architecture is designed for a future native backend.

Core Tenets

1. Zero Bloat

Only essential logic. No streams, no lambdas, no unnecessary abstractions.

2. Deterministic Behavior

Stable ordering, stable chunking, stable output.

3. Hardware‑Aware Design

The Java version mirrors the structure of the future native version.

4. AI‑Ready

JSONL output and chunking optimized for LLM ingestion.

5. Blueprint Consistency

Matches the structure of FastFileIndex, FastFileSearch, FastFileWatch, etc.