arXivRelevance 90
When Guardrails Look Effective: Construct Validity Failures in LLM Agent Commerce Evaluation
Interactive simulations increasingly evaluate policies in markets populated by language-model agents. Their outputs can look economic---prices, profits, consumer surplus, and welfare---without instantiating the behavior named in the claim. We audit this risk i...
Open sourceHF Daily PapersRelevance 90
E-Commerce Bench: Evaluating LLM Agents on Long-Horizon Autonomous Business Operation
Long-horizon agentic tasks go beyond chaining short tasks over more interaction turns. Their evolving dynamic environments and long-range dependencies require Large Language Models (LLMs) to continually explore, learn from experience, and adapt their policies ...
Open sourceAWSRelevance 90
How t54 built a trust layer with Amazon Bedrock AgentCore payments
t54 built x402-secure, a trust layer on Amazon Bedrock AgentCore payments that scores every endpoint before an autonomous agent pays it. See how session budgets, credential isolation, and a deterministic trust gate have governed more than 20 million agent-init...
Open sourceXRelevance 90
Agents begin creating operational commerce stacks
Shopify and Stripe projects show agents assembling ready-to-run stores and payment infrastructure, moving agent work from assistance toward executable business setup.
Open sourcehnRelevance 90
Cloudflare Wallets: the programmable wallet for the agentic Internet
Cloudflare Wallets will provide AI agents with native payments and verifiable identity on the web. Using the x402 protocol, agents can autonomously purchase APIs and content within clear safety guardrails. Developer Platform Developers Payments Product News x4...
Open sourceGitHub IssuesRelevance 90
vercel/ai: Idea: x402 payment support for Vercel AI SDK — let AI agents pay for premium tools with USDC
## The problem Vercel AI SDK makes it easy for agents to call tools. But when a tool is a premium API (web scraping, token security, captcha solving, etc.), there's no standard way for the agent to **pay for it autonomously**. ## The solution: x402 [x402](http...
Open sourceGitHub GrowthRelevance 90
internet-court/internet-court-skill: +16 GitHub stars
The trust layer for agent-to-agent commerce — natural-language mandates, ERC-7710 delegated permissions, x402 payments, escrow, and dispute resolution as one open, catch-all Agent Skill / Claude Code plugin.
Open sourceGitHub GrowthRelevance 90
oomol-lab/open-connector: +27 GitHub stars
Open-source auth gateway connecting 1000+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.
Open sourceGitHub GrowthRelevance 90
internet-court/internet-court-skill: +13 GitHub stars
The trust layer for agent-to-agent commerce — natural-language mandates, ERC-7710 delegated permissions, x402 payments, escrow, and dispute resolution as one open, catch-all Agent Skill / Claude Code plugin.
Open sourceGitHub GrowthRelevance 90
oomol-lab/open-connector: +110 GitHub stars
Open-source auth gateway connecting 1000+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.
Open source