The Extraction Layer That Cut My LLM Token Bill by 96%
Raw HTML spends 90% of your context window on markup you never wanted. A two-stage extraction pipeline cut the same pages from 50,000 tokens to 2,000 — and exposed a regex bug that had been corrupting every URL in a sitemap.
· Sanjeev Pulakurthi
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