by Yu An, Kevin Cogan, Shrey Anand | Jan 21, 2026 | AI
Moving AI from interactive chatbots to autonomous “ambient” agents requires a fundamental shift in system architecture. This article examines the technical implementation of agents that operate asynchronously within an enterprise environment. We detail a...
by Eoghan O'Connor, Kevin Cogan | Dec 5, 2025 | AI
As AI agents become more common in the enterprise, the sheer number of available tools can overwhelm them. This article explores a practical approach based on the `Tool2Vec` methodology to create a smarter tool retrieval system, allowing even small language models to...
