GEMINI LABJP
API — The deprecation of temperature, top_p, and top_k is a silent no-op rather than an error: requests still return 200 and the values are simply ignoredAUDIT — There is no runtime signal to catch it, so auditing means searching your codebase statically for the parameters, a gap developers are actively discussingCHECK — Send the same prompt several times at temperature 0 and again at 1, then compare the spread of the outputs, and you can confirm for yourself that nothing changesMODELS — Gemini 3.7 Flash scores 65.3% on DeepSWE v1.1 and 43.6% on FrontierCode 1.1 Main, with introductory pricing available through December 31, 2026SEARCH — File Search now supports multimodal search through gemini-embedding-2, so images can be embedded and searched directly without a transcription stepDEPRECATION — gemini-robotics-er-1.6-preview shuts down on August 31, four days from now, with the ER 2 line in public preview since July 30 as the migration pathAPI — The deprecation of temperature, top_p, and top_k is a silent no-op rather than an error: requests still return 200 and the values are simply ignoredAUDIT — There is no runtime signal to catch it, so auditing means searching your codebase statically for the parameters, a gap developers are actively discussingCHECK — Send the same prompt several times at temperature 0 and again at 1, then compare the spread of the outputs, and you can confirm for yourself that nothing changesMODELS — Gemini 3.7 Flash scores 65.3% on DeepSWE v1.1 and 43.6% on FrontierCode 1.1 Main, with introductory pricing available through December 31, 2026SEARCH — File Search now supports multimodal search through gemini-embedding-2, so images can be embedded and searched directly without a transcription stepDEPRECATION — gemini-robotics-er-1.6-preview shuts down on August 31, four days from now, with the ER 2 line in public preview since July 30 as the migration path
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Gemini API/2026-03-14Advanced

Gemini Code Execution API: to AI-Generated Code Execution

Master the Gemini Code Execution API. Execute Python code generated by AI in a secure sandbox, perform complex calculations, and automate data analysis tasks.

Gemini API/2026-03-12Intermediate

Reading Gemini API Logs by What Survived — Field Notes on Logging & Datasets

Use the Gemini API logging and datasets tool from a results-first angle — not token counts or latency, but whether each output actually survived to publication. Includes tying log review to spend caps and API key hygiene.

Gemini API/2026-03-11Intermediate

Gemini API Quickstart — Getting Started with Python and TypeScript

Get started with the Gemini API in Python or TypeScript — from API key setup and SDK installation to streaming, safety settings, and practical error handling.

Gemini Advanced/2026-03-11Advanced

Grounding with Google Search — Improve Gemini's Accuracy with Search

Learn how to use Gemini API's Grounding with Google Search to generate accurate, up-to-date responses. Covers Dynamic Retrieval, source citations, and cost management.