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PRO35 — Gemini 3.5 Pro is reported to target July 17, though the date, context window, and pricing all remain unconfirmed by GoogleREBUILD — The model is said to be a ground-up rebuild after the 2.5 Pro architecture was scrapped over structural failures in recursive tool-calling and SVG generationFLASH35 — Gemini 3.5 Flash is the newest broadly available release, tuned for faster, lower-cost coding, agents, multimodal, and long-document workSAATHI — ATL Saathi, built on Gemini 3.5 Flash, begins piloting in 100 Indian schools as a 24/7 planning and training assistant for Tinkering Lab educatorsSEA — In Southeast Asia, nearly 70% of prompts arrive in native languages — Vietnam 89%, Thailand 87%, Indonesia 84% — and 3 in 4 requests come from mobileSHEETS — From July 15, AI Expanded Access licenses raise the usage limits for Fill with Gemini and the AI function in SheetsPRO35 — Gemini 3.5 Pro is reported to target July 17, though the date, context window, and pricing all remain unconfirmed by GoogleREBUILD — The model is said to be a ground-up rebuild after the 2.5 Pro architecture was scrapped over structural failures in recursive tool-calling and SVG generationFLASH35 — Gemini 3.5 Flash is the newest broadly available release, tuned for faster, lower-cost coding, agents, multimodal, and long-document workSAATHI — ATL Saathi, built on Gemini 3.5 Flash, begins piloting in 100 Indian schools as a 24/7 planning and training assistant for Tinkering Lab educatorsSEA — In Southeast Asia, nearly 70% of prompts arrive in native languages — Vietnam 89%, Thailand 87%, Indonesia 84% — and 3 in 4 requests come from mobileSHEETS — From July 15, AI Expanded Access licenses raise the usage limits for Fill with Gemini and the AI function in Sheets
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Gemini API1Logging1Data Retention1Operations1gemini-api1vector-search1rag1embeddings1reembedding1production1
Gemini Dev/2026-07-16Advanced

I stopped storing every generation log — three retention tiers and a prompt fingerprint that keeps traceability

I was storing every Gemini API request and response body for debugging. Here is how I moved to three retention tiers plus a prompt fingerprint, and kept the ability to diagnose issues without keeping the text.

Gemini Dev/2026-06-15Advanced

When Your Firestore × Gemini Embeddings RAG Quietly Degrades — Designing for Re-Embedding

A RAG built on Firestore native vector search and Gemini Embeddings drifts when the embedding model changes generations, and retrieval quality drops with no errors. Here is how to detect the drift, re-embed without downtime, and keep retrieval cost in check.