Open-weight models have matured enough that they often just work for everyday dev tasks. No token bill, no code leaving for a vendor. Here's when self-hosting makes sense — and when it doesn't.
Chatting with AI is nice but limited. The real value shows up when the agent can reach into your systems — Jira, the database, logs, internal docs. That's exactly what MCP is for.
Which AI model should you use in 2026? We compare pricing, context windows, capabilities, and best use cases for every major model. A practical guide for developers.
AI can 10x development speed — but also 10x the creation of technical debt. 75% of companies already face moderate to high debt levels due to AI. How to break the cycle.