Google's Complete 2025 AI Toolkit
Every new API and tool in one place
About Google's Complete 2025 AI Toolkit
Comprehensive overview of Google's complete 2025 AI toolkit including every new API and tool. Single resource aggregating all Google AI developments for developers to reference.
The facts
- Type
- Guides
- Listed
- November 28, 2025
More Guides
See all →- Don't Write Markdown Files for Your Coding Agent. Write ScriptsRules in AGENTS.md are suggestions. A script with a pass or fail result is a constraint.
- An Agent Said It Deployed. The Containers Were a Day OldFour claims an agent makes about a deploy, and the command that proves each one.
- Jev + Opus: Frontier-Accuracy LLM Judging at 4x Lower CostHightouch's test: a Jev plus Opus hybrid judge matched frontier accuracy at over 4x lower cost.
- Agent Skills Drift: A Feedback Loop for Keeping One TrueAgent skills go stale in six ways while their checks stay green. A step-by-step loop to catch it.
- Four Ways a Test Can Lie to YouWhat 530 agent-written tests taught one developer: checks can be green, or red, and mean nothing.