All Articles
Why Gemini Deep Research Stops Mid-Way and How to Fix It
A practical guide to diagnosing and fixing Gemini Deep Research stopping before it finishes — covering query structure, language settings, browser tips, and retry strategies.
When to Rewrite a Gemini Gems Custom Instruction — Symptoms of Decay and a Safe Migration Path
Gemini Gems custom instructions degrade over time. Here are the symptoms that mean it's time to rewrite, the underlying causes, and a four-step migration path that keeps quality stable during the swap.
Gemini 3.2 in Real Workflows — Where It Shines and Where It Struggles
After running Gemini 3.2 across real workflows for several weeks, here's an honest breakdown of where it pulls ahead of 3.1 — and where it doesn't. Practical signal you can't get from a feature sheet.
Gemini Gems Custom Instructions 2026 — From Design Philosophy to 10 Ready-to-Use Templates
A thorough guide to designing custom instructions for Google Gemini Gems — covering design principles, character limits, 10 production-ready templates, and operational pitfalls.
What to Do When Gemini Shows 'This Model Is Overloaded Right Now'
Seeing the 'This model is overloaded' message in Gemini? Learn why it happens, what you can do right now, and how to handle it gracefully in API applications with retry logic.
Google AI Pro vs Ultra: Which Should an Indie Developer Pick? 3 Months of Side-by-Side Use
After running Google AI Pro and Ultra side by side for three months as an indie developer, here's a clear decision framework that the price tables don't show — focused on Veo limits, Deep Think frequency, Mariner workflows, and operational stability.
When Gemini Deep Research Returns Shallow Reports or Gets Stuck — A Practical Troubleshooting Guide
Why Gemini Deep Research sometimes produces thin reports or fails midway, and how to fix it through plan editing, source distribution, and PDF citation tuning.
Mastering Custom Instructions in Gemini Gems — What Actually Works After Two Months of Testing
Custom instructions in Gemini Gems can swing response quality wildly. After running half a dozen Gems for two months, here's what actually moves the needle — and what wastes characters.
9 Patterns for Automating Daily Work with Gemini Gems — Turning Custom Instructions Into Real Tools
Built a few Gems but only end up using one or two? You're not alone. Here are nine patterns that share what actually-used Gems have in common, with the custom-instruction shape for each.
Six Months with Gemini Deep Research: An Honest Review of What Actually Works
An honest, personal review of Gemini Deep Research after six months of daily use. What it does well, where it falls short, and how to get the most out of it.
Gemini vs Claude: An Honest Developer's Review After Using Both Daily (2026)
Not which AI is better — but how they differ in practice. A comparison from someone who uses both Gemini and Claude daily for indie development work, with a task-by-task decision table and a real example of moving one job across both.
Gemini 2.0 Flash in Practice: 10 Use Cases Where It Actually Shines
10 practical Gemini 2.0 Flash use cases with real code. Speed, cost, and accuracy aligned—find out where Flash outperforms 2.5 Pro and where it doesn't.