How I set OpenAI API usage limits to stop agent overspending and other AI billing nightmares

OpenAI API costs can spiral when agents run wild. Here's how to set spend limits, enable hard caps, and avoid surprise AI ...
BeInCrypto

Private Transfers via API: Reduced Traceability for Crypto Products

Crypto products usually treat transfers as an execution problem. The interface has to show the route, estimate fees, handle ...
Dark Reading

Attackers Seize Exposed AI Endpoints to Power Offensive Ops

Attackers don't need any special authentication to reach a target endpoint — they just need to know where it is.

Google's Gemini Omni Flash hits the API, turning enterprise video production into a conversation

The first model in Google's Omni family lets teams generate, revise and edit video through plain-language instructions. It ...

OpenAI's updated GPT-5.5 Instant is better at shopping, complex constraints, and understanding user intent — and it's already in the API

OpenAI is moving away from models that require heavy hand-holding and toward systems that can better infer the user’s goal, ...

How ChatGPT Actually Picks Sources (I Read The Network Traffic, Not The Outputs)

This study from Suganthan reveals hidden fields in ChatGPT's network traffic that decide which sources get fetched, cited, or ...
GitHub

Text-to-SQL Business Assistant

A public, reusable Text-to-SQL business analytics assistant built with FastAPI, Gemini, LangChain, MySQL, SQLAlchemy and Streamlit. The app lets non-technical users ask business questions in plain ...