◉GEMINI LABJP
●MODEL — Gemini 3.5 Flash is generally available as Google's top pick for agentic and coding tasks●AGENT — Managed Agents enter public preview in the Gemini API, running in isolated Linux sandboxes●WEBHOOK — Event-driven webhooks now cover the Batch API and long-running ops, removing polling●SECURITY — From June 19, requests from unrestricted API keys are blocked — review your key limits●DEPRECATED — Two image-preview models shut down June 25 — migrate any preview-dependent flows●CODEASSIST — Since June 18, individual Code Assist extensions and CLI stopped serving Pro/Ultra tiers●MODEL — Gemini 3.5 Flash is generally available as Google's top pick for agentic and coding tasks●AGENT — Managed Agents enter public preview in the Gemini API, running in isolated Linux sandboxes●WEBHOOK — Event-driven webhooks now cover the Batch API and long-running ops, removing polling●SECURITY — From June 19, requests from unrestricted API keys are blocked — review your key limits●DEPRECATED — Two image-preview models shut down June 25 — migrate any preview-dependent flows●CODEASSIST — Since June 18, individual Code Assist extensions and CLI stopped serving Pro/Ultra tiers
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◈ Gemini API/2026-06-29Advanced

Stop Losing Silently-Failed Jobs in Your Unattended Gemini API Pipeline

When an unattended Gemini API batch drops a single job in silence, you may not notice for days. Here is a minimal dead-letter store and a safe replay flow — with copy-paste code and the operational judgment that makes it work.

◈ Gemini API/2026-06-22Advanced

Structured Product Image Analysis with the Gemini API — A Production Pipeline Built on Thousands of Photos

Turn a one-off image analysis script into a production pipeline that auto-generates tags, descriptions, and categories at scale — covering structured output, resumable batches, measured cost, and model routing learned from real indie-developer operation.