Posts tagged "llm"

When an agent calls a tool, it stops and waits. If the tool is slow, the whole turn is slow, and the user waits with it. The fix is small: put a deadline on every tool call.

78% of organizations used AI in 2024. Every startup wants an AI Engineer. But the title now compresses five different jobs into one label — and that confusion is quietly breaking hiring, architecture decisions, and product roadmaps.

RAG, agents, embeddings, evals, guardrails, MCP — 50 AI terms actually worth understanding in 2026, with honest definitions that cut through the hype.

Most startups that say they want an AI agent should not start with an agent. Here is how to choose between RAG, workflow automation, and agents — and what to build first.

Workflow automation sits between a simple chatbot and a full AI agent — and it is often where the most real business value lives. Here is what it means and when to use it.