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Converting text to images for 20x token compression. Interesting research or production-ready breakthrough? A critical look at the trade-offs.
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How I built a self-improving document parser that learns from corrections without fine-tuning. The pragmatic alternative to model training.
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Building a multi-stage AI content pipeline where each generation depends on the last. Lessons from generating thousands of hybrid creatures with resilient error handling.
Read more →When Cloudflare Thinks Your Cloud Function is a Bot: The Case for API Aggregators
A production outage caused by Cloudflare's anti-bot systems flagging Google Cloud datacenter IPs, and why API aggregation layers matter more than you think
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