Beyond the proxy: exploring LLM cost control with Bifrost, Requesty, and Portkey
As generative AI applications move from fragile prototypes to high-scale production systems, the operational costs of LLM API calls can quickly spiral out of…
Stories, experiments, research and deep‑dives into the world of artificial intelligence
As generative AI applications move from fragile prototypes to high-scale production systems, the operational costs of LLM API calls can quickly spiral out of…
The decision of where to execute your large language models is no longer just an infrastructure line item; it is a core architectural and…
Many teams building production AI applications quickly realize that single-turn prompting inevitably falls apart when faced with intricate, open-ended tasks. We have spent the…
Stop acting as the feedback mechanism for your AI. Instead of traditional prompting (You → Prompt → Agent → Output → You Fix), design…
If you are comparing LLM architectures for business, the smart move is not to chase the model with the flashiest benchmark, the real job…
These are two open-weight models released in June 2026 just one day apart, both Mixture-of-Experts systems and both aimed at developers but under that…
Most teams use AI coding agents wrong. They throw a massive prompt at a single LLM, hit the context window limit, and end up…
Your RTX 4090 just became a 70B-model machine. Intel's AutoRound makes it possible — and this guide shows exactly how to quantize, export to…
Many teams eagerly wire up a multi-agent framework to automate their workflows and point it at a default US-based API, only to later realize…
Low-code AI orchestration platforms like n8n, Flowise, and Langflow have made it incredibly easy to build complex AI agents. However, for European companies dealing…
Building Retrieval-Augmented Generation (RAG) applications on sensitive documents requires strict control over where data flows. By combining a private vector database for embeddings with…
If your agency wants to offer agentic services in healthcare without building from scratch, n8n is the fastest path: a visual orchestrator with a…