Generative AI

Only 6% of companies see real ROI from AI, per McKinsey. Here's how to add AI features, search, CRM, automation, without breaking what already works.

Up to 79% of modernization projects fail. Here's how the strangler fig pattern lets you replace a legacy system piece by piece while the business runs.

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.