Running Gemma 4 Locally in Android Studio via Ollama — Setup, Performance, and Real-World Development Experience
A hands-on guide to connecting Android Studio's local LLM feature with Gemma 4 via Ollama. Covers MacOS setup, model selection, practical coding experience, and when local AI makes more sense than cloud APIs.
What Gemini Code Assist's Free Plan Actually Gets You: A Clear-Eyed Breakdown
Gemini Code Assist is free for individual developers — but what does that really mean? Here's an honest breakdown of the free plan's quotas, supported features, and how it compares to GitHub Copilot Free.
Gemini Code Assist Outline Stays Empty: Seven Things to Check
Fix Gemini Code Assist Outline not showing suggestions, failing silently, or throwing authentication errors. Full coverage for VS Code and JetBrains—from plugin setup to enterprise IAM configuration.
No Suggestions from Gemini Code Assist? Diagnose It by Symptom
Troubleshoot Gemini Code Assist issues by symptom: no inline suggestions, sign-in failures, Outline not showing, low accuracy, proxy errors, and JetBrains plugin problems — with step-by-step fixes for each.
Gemini Code Assist Enterprise Deployment & Team Operations: The
A comprehensive guide to deploying and managing Gemini Code Assist at the team and enterprise scale. Covers Google Admin Console rollout, GEMINI.md customization, security hardening, and CI/CD integration.