Agentic AI

Python, LangChain, MCP, vector databases: the real 2026 tech stack behind production AI agents, backed by LangChain's and Datadog's own data.

From ticket triage to fraud detection: 15 real business processes AI agents automate today, with actual costs and timelines, not just hype.

68% of companies face an AI talent shortage. Here's exactly which agentic AI roles to hire, upskill, or outsource, and what they actually cost.

Why agentic AI pilots stall before production, and the specific techniques, speculative decoding, edge computing, adaptive reasoning, that fix it.

MIT found 95% of AI pilots show zero ROI. Here's how the other 5% evaluate agentic AI tools, and how to tell which group you're in.