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On July 21, 2026, Gemini 3.5 Flash Cyber found 55 unique V8 vulnerabilities to Claude Opus 4.6's 36, then shipped only to governments and trusted partners. What the gated launch signals, and what AppSec teams can use
Manu Shukla 
Nano Banana Pro and Nano Banana 2 compared for production: cost per image, 4K quality, text rendering, latency and video input, now that Google has deprecated Nano Banana 2 in favour of 2.1.
Manu Shukla 
On 7 July 2026 Google expanded Managed Agents in the Gemini API with background execution, remote MCP servers, custom functions and credential refresh. Here is what each feature does at the API level, working code
Manu Shukla 
Google's video model bills $0.10 per second, so a 10-second clip costs a dollar. The generation is not what makes AI video expensive. Here is the arithmetic and the four documented limits.
Manu Shukla 
Google delayed Gemini 3.5 Pro to July 17, 2026 after scrapping its base model for a rebuild. The lesson for enterprises is model-roadmap risk, and why a multi-model strategy beats betting on one vendor.
Manu Shukla 