From Fragmented Pipelines to Coherent Intelligence — Why Gemma 4 Actually Changes How I Work (opens in new tab)

Two months ago, I was stuck in the same fragmented workflow most developers still accept: paying $50/month for OCR APIs, aggressively chunking logs for RAG, and stitching together multiple AI services just to get basic work done. Gemma 4 didn’t just replace parts of that stack — it made the entire fragmented approach feel obsolete. This is my submission for the "Write about Gemma 4" track. Two months ago, I was doing what most developers still do: maintaining complex RAG pipelines, managing b...