Toolkit vs. Engine Room: What LangChain and LangGraph Actually Do

Posted on Tue 15 September 2026 in Article • Tagged with langchain, langgraph, ai-agents, llm, orchestration, rag, python

Anyone building with large language models today eventually runs into the same two names: LangChain and LangGraph. They come from the same company, they're designed to work together, and they're frequently — and incorrectly — treated as competitors. This article explains what each one actually does, how they fit together, and when …


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Beyond the Managed Agent: How TrueForge Cuts the Cord on Model and Tool Lock-In

Posted on Tue 15 September 2026 in Article • Tagged with AI Agents, Open Source, Agent Harness, TrueFoundry, MCP, Self-Hosted AI, LLM Infrastructure, DevTools

TrueForge: An Open-Source Answer to Vendor Lock-In in Managed Agents

Managed agent platforms solve a real problem — nobody wants to hand-build streaming, sandboxing, tool orchestration, and session state from scratch every time they want an AI agent to do real work. But that convenience has historically come with a catch …


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AI Agent Directory - Few Shots LLM Models

Posted on Fri 10 April 2026 in GenAI • Tagged with GenAI, AI-agents, LLM, startups, directory

The AI agent ecosystem is growing fast. Here's a quick directory of notable AI startups and a couple of few-shot LLM models worth knowing about. Two lines each — just enough to know what they do and why they matter.

AI Agent Directory (Test)

Can of Soup — An AI-powered app that …


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