Agentic AI

Crewai multi agent hierarchical workflows structure complex process automation by running Python v3.11 tasks under a central manager agent using OpenAI GPT-4o. This orchestration pattern replaces direct agent-to-agent co...

Deepseek r1 local agents run Ollama v0.1.48 and LangChain v0.3.0 on a local workstation to coordinate offline reasoning tasks using open-weight models. Unlike API-dependent setups, this architecture uses Llama.cpp to pro...

Composio tool calling agents integration is a development framework that connects terminal agents like Claude Code v2.1 and OpenAI models to third-party applications via the Composio SDK v0.4.0. The framework provides a...

Crewai market research workflows automate competitive data collection by running Python v3.11 tasks with Firecrawl v1.2.0 and CrewAI Python v0.40.0 under the coordination of OpenAI GPT-4o. This loop collects raw target U...

Claude code vs cursor represents the evaluation of a terminal-based agentic command line interface versus an AI-native integrated development environment editor for software engineering. In developer workflows, this comp...

Build mcp server for Cursor integration is a local communication gateway that exposes custom development tools directly to the editor's workspace agent via standard input and output channels. By executing code schemas de...

Build a LangGraph Customer Agent is a Customer Support workflow that integrates LangGraph JS v0.2.0 and Zendesk API v2 to automate ticket analysis, classification, and response drafting. Operating on Node.js v20 and Type...

Build a LangGraph Code Review Agent is a Developer Tools workflow that integrates LangGraph Python v0.2.0 and GitHub Actions v2 to automate pull request analysis, classification, and review comment drafting. Operating on...

AI agent security guardrails check incoming user prompts and outgoing agent responses using Llama Guard. Routing model inputs through a safety-checking classifier prevents prompt injections, toxic generations, and data e...

An agentic RAG semantic router intercepts incoming queries using semantic-router v0.0.20 to perform local similarity matching before hitting vector databases. By verifying intents against predefined routes, it routes que...

Multi-agent systems in production involve deploying multiple specialized AI agents that collaborate on complex tasks through defined coordination patterns. Enterprise adoption grew 340% year-over-year in 2026, with 73% o...

Firecrawl and Tavily serve different stages of the AI data pipeline. Tavily is an AI search API for data discovery — it finds relevant web pages and returns structured, citation-ready results in 180ms. Firecrawl is a scr...