ContentsIntroductionSpotting the Signs of Messy CodeSplitting One Function Into Focused PiecesReplacing Dictionaries With a Data ClassRaising Errors Instead of Printing WarningsTesting Each Piece on Its OwnApplying This to Your Own CodeSummary Introduction Spaghetti code is hard to work with because its logic is tangled. A function in Python can handle several related steps and still …

From Spaghetti Code to Clean Python: A Beginner’s Guide Read More »

Building on the momentum of 3.7 Flash from three weeks ago and marking our third Flash release in only six weeks, today we’re introducing Gemini 3.8, our best reasoning and coding model yet, at the same speed and low cost of 3.7. Gemini 3.8 introduces 2 variants: Gemini 3.8 Flash: our most intelligent workhorse model, …

Introducing Gemini 3.8 Flash and 3.8 Flash Cyber Read More »

Fraud stopped being a purely human activity sometime in the last year. Not all of it, obviously; I mean, most fraud is still someone typing on a phone somewhere trying to move money that isn’t theirs. But enough of it has shifted that Experian’s 2026 Future of Fraud Forecast put a name on it. AI …

What SHAP Can’t Explain About Agentic AI Fraud Read More »

Ask a chatbot “which promotion should we run more of,” and it answers in one breath. It picks a number, states it with confidence, and stops. It picks the promotion with the best-looking number and states its choice confidently. But it may never check how much data that number is based on. A promotion that …

Build an AI Data Analyst That Thinks Like a Senior Analyst Read More »

Defenders wanting to use advanced AI have faced a difficult dilemma: adopt enormous frontier models that could be expensive to deploy and difficult to control across enterprise codebases, or turn to smaller open-weight models that might struggle with complex vulnerability remediation and require teams to build their own tooling and infrastructure from scratch. Until now. …

Cyber defense tools for trusted partners Read More »