labs.sogeti

PART 1: TOKEN ECONOMICS IN LLM TESTING – WHY COSTS MATTER AND HOW TO AVOID UNDER-TESTING

Tokens are the billing units for LLM APIs and a proxy for compute when you self-host. Your input context and output length determine cost per call. Testing burns tokens fast, especially with long ...
IEEE

AutoRestTest: A Tool for Automated REST API Testing Using LLMs and MARL

Abstract: As REST APIs have become widespread in modern web services, comprehensive testing of these APIs is increasingly crucial. Because of the vast search space of operations, parameters, and ...
CoinDesk

Ripple Expands $1.3B RLUSD Stablecoin to Ethereum L2s via Wormhole in Multichain Push

Ripple, the payments-focused blockchain firm closely related to the XRP Ledger (XRP), is taking its U.S. dollar-backed stablecoin RLUSD $0.9997 to Ethereum layer-2 (L2) blockchains including Optimism, ...
Crowdfund Insider

Wyoming Stable Token Commission Introduces Stablecoin Testing Initiative for Web3 Users

Anthony Apollo, Executive Director at the Wyoming Stable Token Commission, has shared what he claims is another first for a U.S. state which has been achieved by their organization (the Wyoming Stable ...
IEEE

A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs

Abstract: As modern web services increasingly rely on REST APIs, their thorough testing has become crucial. Furthermore, the advent of REST API documentation languages, such as the OpenAPI ...
The Hacker News

SaaS Breaches Start with Tokens - What Security Teams Must Watch

Token theft is a leading cause of SaaS breaches. Discover why OAuth and API tokens are often overlooked and how security teams can strengthen token hygiene to prevent attacks. Most companies in 2025 ...
blockchain

Optimism (OP) Price Analysis: Testing Critical Support at $0.66 After Token Unlock Impact

OP trades at $0.66 (-1.69% daily) near crucial support levels as markets digest the impact of 116M token unlock that triggered an 11.82% decline earlier this week. The OP price continues to feel ...
GitHub

JWT token is required but missing when testing the A2A agent in the Playground

I am exploring A2A agent integration, and it works fine without JWT validation. However, when I enable JWT token validation, it stops working in the Playground. I noticed in the browser network tab ...
Hacker

Session vs JWT Authentication — How They Work, Key Differences, and Real-World Examples

This story contains AI-generated text. The author has used AI either for research, to generate outlines, or write the text itself. Story's Credibility Code License The code in this story is for ...
loudersound

“Social media was aroused, then curious, then hooked on the rest of Sleep Token’s material”: How The Summoning turned a faceless cult into metal’s most surprising ...

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Rest of World

Chinese students are using AI to beat AI detectors

Chinese universities are using AI-detection tools to screen student theses, sparking panic during graduation season. Students report false positives, leading some to “dumb down” their writing to pass ...