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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.
AI Image Aspect Ratios: Choose the Right Canvas Before You Generate
A practical guide to 1:1, 4:5, 3:2, 16:9, and 9:16 AI image aspect ratios, composition choices, cropping risks, and multi-format workflows.
AI Image Text Rendering: A Practical Prompt and Editing Workflow
A reliable workflow for generating readable text in AI images, from short copy and layout prompts to iteration, verification, and post-generation repair.
GPT Image 2 vs Gemini: The Real Cost of AI Video in 2026
Compare GPT Image 2, Gemini, and FLUX.2 for static assets. Discover why synchronized audio in Veo 3.1 is the missing piece for modern AI video workflows.
AI Music Prompt Guide: Describe Structure, Instrumentation, and Change
Learn how to write AI music prompts with clear genre references, instrumentation, tempo, arrangement, dynamics, exclusions, and iteration notes.
AI Video Camera Movements: A Prompt Vocabulary With Practical Examples
A field guide to camera movement prompts for AI video, including pans, pushes, trucks, orbits, crane shots, handheld motion, and combinations to avoid.
AI Video Storyboard Template: Plan Short Generative Clips Shot by Shot
A practical AI video storyboard template for turning one idea into coherent shots, prompts, transitions, audio cues, and a repeatable generation plan.
AI;DR Means Unedited AI Gets Skipped. Here Is a Review Workflow That Survives It
AI;DR is not a new summarizer. It is a reader verdict on unreviewed model output. This workflow keeps PDF, image, and video drafts inspectable before they ship.
Soundscapes and Skylines: Building Audiovisual Urban Game Scenes with Veo 3.1
How Google Veo 3.1 generates synchronized 1080p video and audio for immersive urban game worlds in a single pass.
How to Chat With a PDF Without Losing the Evidence: A Research Workflow
A practical PDF chat workflow for mapping a document, asking grounded questions, checking page citations, extracting tables, and writing traceable notes.
How to Reduce AI Video Flicker, Morphing, and Identity Drift
A systematic troubleshooting guide for AI video flicker, warped subjects, changing faces, unstable backgrounds, and prompt or source-image drift.
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.
How to create images with Gemini — a practical guide for 2026
Gemini's image models — Imagen 4 and Nano Banana — turn a text prompt into a finished picture. Here's how text-to-image actually works, the prompt structure that lands, and the fastest free path to your first image.
How to make a video with Gemini — a step-by-step guide for 2026
Gemini doesn't render video itself — Veo does, and you reach it through Gemini. Here's exactly how text-to-video works, the prompt structure that actually lands, and the fastest free path to your first clip.
Image-to-Video Prompt Guide: Describe Motion Without Rewriting the Image
Learn how to write image-to-video prompts that preserve the source composition while controlling subject motion, camera movement, timing, and audio.
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.
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.
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.
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.
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.
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.