GeminiOmni 構建日誌

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閱讀我們最新的產品功能、解決方案和更新內容。

1M token context isn't free — the real per-page cost of Gemini PDF chat

1M token context isn't free — the real per-page cost of Gemini PDF chat

The 1M-token context window sounds magical until you do the multiplication. Here's what a 1,500-page PDF actually costs to chat with on Gemini 2.5 Flash — and the price logic behind GeminiOmni's free-under-200-pages tier.

5月 6, 2026
Lena Hoffmann
Gemini Live is the most underrated thing Google shipped in 2026

Gemini Live is the most underrated thing Google shipped in 2026

Real-time voice with Gemini at $0 on the Free tier. Everyone's busy waiting for Omni; the model that actually lets you build a Pixar-style voice assistant has been hiding in plain sight since April.

5月 9, 2026
Lena Hoffmann
My Google I/O 2026 keynote watch list — what indie builders should actually listen for

My Google I/O 2026 keynote watch list — what indie builders should actually listen for

Most of the I/O coverage will focus on consumer features and stock price impact. Here's what indie AI builders should actually be tracking when Sundar walks onstage on May 19 — the seven specific signals that change what's worth building this summer.

5月 11, 2026
Lena Hoffmann
Nano Banana 2 vs Imagen 4 — when to pick which (and why I ship both)

Nano Banana 2 vs Imagen 4 — when to pick which (and why I ship both)

Both are Google. Both are 2026 flagships. They do different jobs. Here's the decision tree I use, with the actual prompts and pricing that prove the point.

5月 8, 2026
Lena Hoffmann
The first thing that broke when I shipped GeminiOmni

The first thing that broke when I shipped GeminiOmni

Twenty-three minutes after I made the site public, the Gemini API key in the browser was being scraped. Here's exactly what happened, what it cost me, and the architecture change I shipped that afternoon.

4月 29, 2026
Lena Hoffmann
What we know about Gemini Omni 48 hours before Google I/O

What we know about Gemini Omni 48 hours before Google I/O

Strings in the Gemini app, a 9to5Google leak, and what Veo 3.1 already does — together these draw a fairly clear picture of what Google is about to announce. Here's my read with seven days to go.

5月 12, 2026
Lena Hoffmann
Why Veo 3.1 Fast beats Sora for indie video work — published per-call costs

Why Veo 3.1 Fast beats Sora for indie video work — published per-call costs

After two weeks of side-by-side generations, I'm convinced Veo 3.1 Fast is the right default for indie video work. The reason isn't quality. It's that Google publishes a per-second price and OpenAI buries Sora behind a $200/month bundle.

5月 10, 2026
Lena Hoffmann
Why your AI tool should never have a Gemini key in the browser — a server-side proxy walkthrough

Why your AI tool should never have a Gemini key in the browser — a server-side proxy walkthrough

The pattern that saves indie AI builders from $5,000 surprise bills. A full walkthrough of the server-side proxy GeminiOmni runs in front of every Gemini API call, with the actual code patterns and edge cases.

5月 4, 2026
Lena Hoffmann