GEMINI LABJP
ROBOTICS — The ER 1.6 preview that shut down on August 31 does have a successor. Gemini Robotics ER 2 is in public preview, in both standard and streaming variantsVIDEO — ER 2 judges success and failure from live video rather than still snapshots, which is what lets it catch spills, slips, and misalignments while a task is still runningDEADLINE — Next up is September 30, when gemini-omni-flash-preview is retired. The target is gemini-omni-1.1-flash, GA since August 27, and there are now under four weeks leftAPIKEY — Every remaining standard API key, restricted ones included, stops working during September. The replacement is an auth key bound to a Google Cloud service accountPRICE — Gemini 3.7 Flash keeps its introductory $0.75/$3.75 per 1M through December 31, then moves to $1.50/$7.50 on January 1, 2027. Any estimate crossing the year needs both figuresAUDIO — Gemini 3.5 Transcribe handles language detection across 85+ languages, speaker diarization, word-level timestamps, and custom vocabulary biasing of up to 1,000 termsROBOTICS — The ER 1.6 preview that shut down on August 31 does have a successor. Gemini Robotics ER 2 is in public preview, in both standard and streaming variantsVIDEO — ER 2 judges success and failure from live video rather than still snapshots, which is what lets it catch spills, slips, and misalignments while a task is still runningDEADLINE — Next up is September 30, when gemini-omni-flash-preview is retired. The target is gemini-omni-1.1-flash, GA since August 27, and there are now under four weeks leftAPIKEY — Every remaining standard API key, restricted ones included, stops working during September. The replacement is an auth key bound to a Google Cloud service accountPRICE — Gemini 3.7 Flash keeps its introductory $0.75/$3.75 per 1M through December 31, then moves to $1.50/$7.50 on January 1, 2027. Any estimate crossing the year needs both figuresAUDIO — Gemini 3.5 Transcribe handles language detection across 85+ languages, speaker diarization, word-level timestamps, and custom vocabulary biasing of up to 1,000 terms
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Error Handling

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Gemini API4Model Deprecation1Migration1gemini-2.5-flash1Retry Design1Model Migration1Observability1TypeScript1Type Safety1Production1overloaded1timeout1
Gemini API/2026-08-19Intermediate

gemini-2.5-flash Can Return a 404 'no longer available' While the Docs Still List No Shutdown Date

The shutdown date for gemini-2.5-flash is blank in the official deprecation table, yet 404 reports have been circulating since July. Here is why reading that column as a safety margin misleads you, and how to check your own keys.

Gemini API/2026-08-04Advanced

Retrying a Retired Model Never Showed Up in Success Latency

With the image generation models shutting down soon, I rebuilt a mock server to see what my retry layer actually does when it hits a retired model ID. The damage landed in wall time and queue wait, and never touched the metric I was watching.

Gemini Dev/2026-07-09Advanced

Closing the Failures That Never Throw: Normalizing Gemini API Responses into a Discriminated Union

An HTTP 200 with an empty body will never reach your catch block. Here is how I normalize finishReason and blockReason into a discriminated union, and let a never check turn missed cases into compile errors.

Gemini API/2026-05-04Beginner

Fixing Gemini API 'This Model Is Overloaded' — Retry Strategy and Timeout Patterns

Practical fixes for Gemini API overload errors, timeouts, and slow responses. Includes production-ready exponential backoff, model fallback patterns, and rate limiting code you can drop into your project today.

Gemini API/2026-05-04Intermediate

Gemini API FAILED_PRECONDITION Error: Case-by-Case Diagnosis and Fixes

FAILED_PRECONDITION in Gemini API means 'the current system state doesn't allow this operation.' Learn to diagnose and fix all common causes: billing setup, API enablement, context cache expiry, and model access restrictions.