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3.8LIVE — Two audio-to-audio models reached GA for the Live API: gemini-3.8-live as the low-latency default, and -extended-thinking for background reasoning mid-conversation09/30 — Thirteen days until gemini-omni-flash-preview shuts down. The replacement is gemini-omni-1.1-flash, so count your call sites before you swapMCP — A timeout written as ten minutes on the extension side is reportedly cutting out at one. Anyone handing long work to an MCP server runs straight into itNEW — When an AI function in Sheets refuses to generate, suspect where the file lives before you blame the 24-hour capGEM — When a Gem built for your team will not share, walk the admin settings and the Drive sharing settings in a set order10/16 — Twenty-nine days until Gemini 2.5 Pro, Flash and Flash-Lite shut down together. The path forward is the 3.5 Flash line3.8LIVE — Two audio-to-audio models reached GA for the Live API: gemini-3.8-live as the low-latency default, and -extended-thinking for background reasoning mid-conversation09/30 — Thirteen days until gemini-omni-flash-preview shuts down. The replacement is gemini-omni-1.1-flash, so count your call sites before you swapMCP — A timeout written as ten minutes on the extension side is reportedly cutting out at one. Anyone handing long work to an MCP server runs straight into itNEW — When an AI function in Sheets refuses to generate, suspect where the file lives before you blame the 24-hour capGEM — When a Gem built for your team will not share, walk the admin settings and the Drive sharing settings in a set order10/16 — Twenty-nine days until Gemini 2.5 Pro, Flash and Flash-Lite shut down together. The path forward is the 3.5 Flash line
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Memory Bank

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Gemini API2Memory profiles2Scope design1Multi-tenancy1Indie development1agent design1schema design1indie development1
Gemini Advanced/2026-08-09Advanced

The Memory Wasn't Lost — It Was Written to a Different Profile

A Memory Bank profile is identified by the pair of schema and scope. When call sites build that scope slightly differently, extra profiles appear with no error at all. Here are the measured numbers for how badly it fragments, and how three candidate fixes actually performed.

Gemini API/2026-08-03Advanced

Measuring Update Policies for Memory Profiles: The Guard That Cost Me 16 Points of Accuracy

Memory profiles went GA in Memory Bank, making structured memory available to downstream code. I built three update policies and compared them under identical conditions. The one that looked obviously correct turned out to be the worst. Full harness code and the path to per-field TTLs.