Blogs

GPT-6 Astra just launched with major gains in coding and computer use, new pricing, and safety changes tied to a security incident. Here's what changed.

Legacy systems eat 70-80% of IT budgets, per McKinsey. Here are the 10 warning signs, real costs, and what to look for in a modernization partner.

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.

A single AI agent beats multi-agent systems on 64% of tasks. Here's when the added cost and complexity of multiple agents actually pays off.