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●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, 6 days left. 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, 6 days left. 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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⟐ Gemini Dev/2026-08-05Intermediate

Green Tests, Dead Production — How Recorded Fixtures Hide a Model Retirement, and a Freshness Gate to Catch It

A test suite that replays recorded API responses will sail straight past a model retirement. I reproduce the failure in a minimal setup and build a cassette freshness gate, with measured overhead.

⟐ Gemini Dev/2026-04-29Advanced

Testing Gemini API with Vitest — Mock Patterns and Function Calling Verification for TypeScript Projects

Vitest patterns for TypeScript code that calls Gemini — SDK mocks, Function Calling and streaming tests, dropping to MSW, and a one-call nightly smoke test.

◈ Gemini API/2026-04-27Advanced

Making Gemini API Output Reproducible with the seed Parameter — Practical Patterns for Tests and Debugging

A practical guide to the Gemini API seed parameter: measured match rates over 100 runs, seeds derived from test case IDs plus a nightly sweep, a four-level comparison ladder for snapshots, and how to fix a wrapper that drops seed.