AI Code Review Agent – Automated PR Reviews with Google ADK and Gemini
Yet another AI code reviewer; Copilot, CodeRabbit, and Gitstream already do this.

Practical guide to using Gemini's free tier for personal automations without recurring costs.
Developers building personal automation scripts
Google AI Studio · LangChain · Zapier
Yet another AI code reviewer; Copilot, CodeRabbit, and Gitstream already do this.
Automates LinkedIn spam, violates ToS, ships as obvious proof-of-concept toy.
PostHog alternative with Apache Iggy, Delta Lake, and 3-tier query architecture—handles scale differently.
Detailed sovereignty index rates Google 11/100 while EU gets GDPR opt-outs.
The post nails the hard-to-communicate bit: real costs and failure modes. It lays out a concrete €19/month hosting option, shows how Google Gemini's free tier and cheaper embedding/semantic search options can keep API bills tiny, and calls out the real upkeep costs people underestimate (backups, lost conversation history). It’s more a practical buyer’s guide + hosting pitch than a technical breakthrough, but the numbers and comparisons are legitimately useful if you’re on the fence about DIY.
Reverse-engineers free Gemini API; smart quota rotation, but against Google's terms of service.