Tag: LangGraph

Why the latest research on Nemotron-Flash validates what I've learned building AI pipelines: smaller, faster models often outperform their larger cousins in production

An in-depth, conversational exploration of LangChain's DeepAgents 0.2 release, focusing on pluggable backends, composite backends, and building portable agent infrastructure

Exploring how BDH's biologically-inspired architecture and LangGraph middleware could help us define and measure consciousness in AI systems, inspired by Star Trek's Data

A real-world experiment in human-AI collaboration: upgrading a production application to LangGraph 1.0 using Claude Code agents. The wins, the fails, and what I learned about working with AI agents on complex technical tasks.

The epic journey from Google's revolutionary graph processing to modern AI agent orchestration - a story of how we learned to coordinate millions of workers, then billions of data points, and now intelligent agents

Practical guide to using deepagents: installation, creating agents, LangGraph integration, MCP support, and the exciting roadmap for future enhancements

Diving deep into the technical components that underpin deepagents: LangGraph as the agent runtime and the custom DeepAgentState object that manages complex operations and persistent information

Exploring the evolution from simple single-step AI agents to sophisticated 'Deep Agents' capable of handling complex, long-horizon tasks with advanced planning and execution capabilities

From FDA food safety compliance to agent swarm visibility—how Always Cool Brands taught us that ethical AI means doing what we intended

Digital workspace showing organized note templates and automation workflows