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●ARGON — gemini-4-argon is generally available as of 10/13, aimed at complex coding, agents, math and science●COMPUTER — Computer Use is now generally available in the Interactions and GenerateContent APIs (10/30)●LIVE — Live and TTS preview models shut down as early as 11/17 (16 days left). Move to gemini-3.8-live and the 3.8 TTS models●CLI — Gemini API CLI (gemini-api) is out in beta (10/27): a zero-dependency client for agents and CI●STORE — New paid projects now save Generate Content requests by default (store on) as of 10/26●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●COMPUTER — Computer Use is now generally available in the Interactions and GenerateContent APIs (10/30)●LIVE — Live and TTS preview models shut down as early as 11/17 (16 days left). Move to gemini-3.8-live and the 3.8 TTS models●CLI — Gemini API CLI (gemini-api) is out in beta (10/27): a zero-dependency client for agents and CI●STORE — New paid projects now save Generate Content requests by default (store on) as of 10/26●NEW — Stop Re-Reading Every Crash Report: Gre…
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gemini-3-5-flash

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production2agent1architecture1rag1cost-optimization1gemini-embedding-21gemini1gemini-api1model-migration1
⬡ Gemini Advanced/2026-06-18Advanced

Restarting a Long Agent Run From Where It Broke — A Step-Ledger Design for Gemini 3.5 Flash Long-Horizon Tasks

Gemini 3.5 Flash is good at long-horizon tasks, but when a 40-step run dies on step 29, you usually start over. An append-only step ledger gives you resume, idempotency, and audit in one place. Here is the design with working Python and measured results.

◈ Gemini API/2026-06-13Advanced

Rebuilding a Three-Layer RAG Cache After Migrating to Gemini 3.5 Flash

When Gemini 2.0 Flash was retired, I rebuilt my RAG caching stack around 3.5 Flash. Here are the working implementations for response, semantic, and embedding caches, measured hit rates from production, and how self-managed caching divides the work with the API's Context Caching.

◈ Gemini API/2026-06-13Advanced

Where to Adopt Gemini 3.5 Flash GA First — Per-Workload Evaluation and a Staged Rollout with a Model Router

How I migrated production workloads to Gemini 3.5 Flash GA in stages: a per-workload evaluation harness, measured results, an env-based model router, and rollback design.