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API — Gemini 3.5 Flash is generally available and now powers gemini-flash-latest for sustained agentic and coding performanceAGENT — Managed Agents enter public preview, running stateful autonomous agents in Google-hosted isolated Linux sandboxesSEARCH — File Search adds multimodal search, embedding and searching images natively with gemini-embedding-2RESEARCH — A new Deep Research agent adds collaborative planning, visualization, MCP server integration, and File SearchSHEETS — Gemini in Sheets analyzes surrounding data to diagnose and fix formula errors in one clickROADMAP — Gemini 3.5 Pro slips to July for refinement; the Flash line leads for nowAPI — Gemini 3.5 Flash is generally available and now powers gemini-flash-latest for sustained agentic and coding performanceAGENT — Managed Agents enter public preview, running stateful autonomous agents in Google-hosted isolated Linux sandboxesSEARCH — File Search adds multimodal search, embedding and searching images natively with gemini-embedding-2RESEARCH — A new Deep Research agent adds collaborative planning, visualization, MCP server integration, and File SearchSHEETS — Gemini in Sheets analyzes surrounding data to diagnose and fix formula errors in one clickROADMAP — Gemini 3.5 Pro slips to July for refinement; the Flash line leads for now
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Gemini API/2026-06-27Advanced

Don't Retry Every Gemini 429 — Telling Rate Limits Apart From Spend Cap Exhaustion

A 429 RESOURCE_EXHAUSTED can mean 'wait a second and it clears' or 'you're out of budget for the month.' Now that Project Spend Caps is generally available, the second case is real in production. Here's how to classify the two and build a retry layer plus a circuit breaker around them.