Tagged articles

tool control

3 articles · Page 1 of 1

Oct 13, 2026 · Artificial Intelligence

Enterprise AI Agent Security: Why Backend Must Enforce Permissions, Not Prompts

This article details six critical layers of permission and data isolation for enterprise AI Agent systems: identity authentication, query-level data filtering, RAG metadata security, tool risk classification, memory isolation, and audit logging — emphasizing that security boundaries must be enforced in backend code, not LLM prompts.

AI AgentAudit LoggingRAG security

0 likes · 7 min read

Enterprise AI Agent Security: Why Backend Must Enforce Permissions, Not Prompts

AI Architecture Hub

Apr 2, 2026 · Artificial Intelligence

What the Claude Code Source Leak Reveals About Anthropic’s AI Agent Architecture

A 57 MB source‑map file accidentally shipped with the @anthropic-ai/[email protected] npm package exposed over 1,900 TypeScript/TSX files, allowing the community to dissect Claude Code’s five‑layer Agent Harness, tool control, task runtime, memory system, and remote permission bridge, offering valuable engineering insights for AI agent developers.

AI AgentAnthropicMemory Management

0 likes · 23 min read

What the Claude Code Source Leak Reveals About Anthropic’s AI Agent Architecture

AI Large Model Application Practice

May 28, 2025 · Artificial Intelligence

Mastering Human-in-the-Loop for Enterprise LLM Agents with LangGraph

This article explains why Human-in-the-Loop (HITL) is essential for enterprise LLM agents, outlines common HITL patterns, and shows how LangGraph’s interrupt, resume, and checkpoint mechanisms can be used to build reliable, auditable workflows with tool‑call control and practical code examples.

AILLMLangGraph

0 likes · 14 min read

Mastering Human-in-the-Loop for Enterprise LLM Agents with LangGraph