◉GEMINI LABJP
●ARGON — gemini-4-argon is generally available as of 10/13, aimed at complex coding, agents, math and science●DEEP RES — deep-research-pro-preview-12-2025 shuts down 10/23, which is tomorrow. Move to deep-research-preview-04-2026●NANO — gemini-nano-banana-2.1 is GA (10/06). gemini-3.1-flash-image is deprecated with no shutdown date yet●MCP — One write-up cut an 85,000-token tool result to 310 tokens by wrapping it in an ADK FunctionTool●FLASH — gemini-3.7-flash and 3.5-flash now route automatically to newer Flash models (10/08)●NEW — Stop Re-Reading Every Crash Report: Gre…●ARGON — gemini-4-argon is generally available as of 10/13, aimed at complex coding, agents, math and science●DEEP RES — deep-research-pro-preview-12-2025 shuts down 10/23, which is tomorrow. Move to deep-research-preview-04-2026●NANO — gemini-nano-banana-2.1 is GA (10/06). gemini-3.1-flash-image is deprecated with no shutdown date yet●MCP — One write-up cut an 85,000-token tool result to 310 tokens by wrapping it in an ADK FunctionTool●FLASH — gemini-3.7-flash and 3.5-flash now route automatically to newer Flash models (10/08)●NEW — Stop Re-Reading Every Crash Report: Gre…
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implicit-caching

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gemini-api3python3context-caching2cost-optimization2migration1thinking-level1troubleshooting1production1
◈ Gemini API/2026-10-22Intermediate

Before You Swap in gemini-4-argon, Search Your Own Code for What to Remove

Four habits can break or silently change when you move to gemini-4-argon: explicit caches, sampling parameters, small max_output_tokens and short timeouts. A stdlib-only script finds them in your repository, with what to check after the swap and when to stay on Flash.

◈ Gemini API/2026-06-21Advanced

Gemini API Implicit Caching Not Working — Troubleshooting Guide by Root Cause

Troubleshoot Gemini API implicit caching issues: cache not hitting, unexpectedly high costs, or low cache hit rates. Covers token thresholds, prompt structure, model version consistency, TTL expiry, and multimodal caching with code examples.

◈ Gemini API/2026-05-05Advanced

Cutting Gemini API Costs by 80%: Context Caching and Implicit Caching

A hands-on guide to reducing Gemini API costs by 80% using Context Caching and Implicit Caching. Includes decision frameworks, working code examples, and a troubleshooting checklist for when caching stops working in production.