This article compares the technical positioning and differentiated advantages of Firecrawl, Tavily, and AnySearch to help developers choose the right search backend for RAG and Agent scenarios. Firecrawl excels at structured extraction, Tavily offers low-cost easy integration, and AnySearch focuses on vertical domains like finance, law, and academia. Using them together based on actual needs is recommended.
OWASP releases its 2026 edition, a brand-new security framework specifically designed for AI Agent systems, merging prompt injection and excessive agency into ASI01 Goal Hijack, covering ten attack surfaces including tool abuse, memory poisoning, and rogue agents - helping developers build complete protection mechanisms across input, tool, memory, and agent collaboration layers.
Seven AI models organized into a 24/7 team via Linear. Drop a task card, supervisor Agent picks it up in 5 minutes, dispatches to the right specialist — engineering, writing, QA, marketing, trading. Multi-model specialization beats one big model.
On 2026-05-17, Circle CEO Jeremy Allaire publicly expressed willingness to invest in teams building AI agent legal entities using Circle Agent Stack + Arc. This piece breaks down the four products from the 5/11 release, Shawn Bayern’s 2014 zero-member LLC mechanism, why Circle tied this path to Arc, and the practical impact on AI agent products already running on Arc like AgenticTrade.
Generic AI models often fail in enterprise contexts. From Wagestream using Gemini to handle 80% of support tickets, to Sephora’s virtual try-on—how did these companies that trained AI as their own people get it right? I’ll share insights from my own team’s real experience.
Ranked as OWASP LLM01, Prompt Injection’s root cause lies in the architectural flaw where control and data channels cannot be separated - not in simple code bugs. From the perspective of actual AI team operations, this article analyzes four common attack techniques and three counter-intuitive facts, providing five actionable defense layers to raise attack costs until attackers give up.
MIT’s 2023 controlled study showed AI can boost writing efficiency by 40% and quality by 18%, yet McKinsey’s 2025 report finds 90% of companies see no real value. The difference isn’t the tool — it’s process redesign. Unlike big companies with internal friction, solo founders can actually get it right.
Meta opened Ads MCP on April 29, 2026, enabling AI assistants to directly operate Facebook/Instagram ad accounts with 29 tools covering ad creation, management, catalogs, tracking, and performance analysis. The traditional agency business model based on 20% service fees will face severe challenges, but strategic judgment remains the core human value.
Circle releases Agent Stack with four tools - Agent Wallets, Marketplace, CLI, and Nanopayments - enabling AI Agents to autonomously hold USDC and complete payments. The x402 protocol allows Agents to automatically sign payments when APIs request payment, then receive data after on-chain settlement, fully automating micro-payments.
This tutorial shows you how to use Hermes Agent with OKX to build a self-learning cryptocurrency AI trading system with memory, tools, scheduling, and learning capabilities. The system gets smarter the more you use it. No coding required - just natural language.