Tagged articles

graph orchestration

2 articles · Page 1 of 1

Sep 7, 2026 · Artificial Intelligence

Loops and Graphs: Stop Micromanaging Agents — Approve Only the Final Merge

The article explains how combining loops (internal execute-check-correct cycles) with graphs (task orchestration via nodes and edges) enables autonomous agent systems where humans only approve final merges, detailing node types, correction/learning edges, blast-radius-based gating, and scope-limited rollbacks.

AI agentsblast radiuscorrection loops

0 likes · 20 min read

Loops and Graphs: Stop Micromanaging Agents — Approve Only the Final Merge

Network Intelligence Research Center (NIRC)

Nov 7, 2025 · Artificial Intelligence

Introducing LangGraph: A Low‑Level Framework for Building Stateful AI Agents

This article explains why modern LLM‑based applications need agent capabilities, introduces LangGraph’s core features such as stateful execution, graph‑based orchestration, tool integration, human‑in‑the‑loop and multi‑agent support, and provides a step‑by‑step Python example that builds a simple chat‑bot agent.

LLM AgentsLangGraphPython example

0 likes · 11 min read

Introducing LangGraph: A Low‑Level Framework for Building Stateful AI Agents