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Here is the number that defines the current state of things: <a href="https://svitla.
You have probably spent time learning how to prompt AI well.
Search works well when users know exactly what they are looking for, but it breaks down when intent is described in natural language.
Most <a href="https://www.
Large language models (LLMs) now power everything from customer service bots to autonomous coding agents.
Agentic loops in production can be synonymous with high costs, especially when it comes to both LLM and external application usage via APIs, where billing is often closely related to token usage.
AI agents have evolved beyond passive chatbots.
Non-deterministic agents are those where the same input can lead to distinct outputs across multiple runs.
Traditional <a href="https://aws.
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AI-powered search engine with real-time web access