production readiness

Agent evaluation in Copilot Studio is the practical bridge between early optimism and operational trust — the moment you move from “it seems to work” to “we can safely run this at scale.” Background / Overview Microsoft designed agent evaluations (or “evals”) in Copilot Studio to make the...

The first week of November delivered a compact but consequential wave of enterprise-focused technology updates — from vendor-built “agentic AI” suites and cloud marketplace localization to construction‑grade digitalization partnerships and modest but meaningful network hardware refreshes — that...

Infosys’ announcement that it has developed an AI Agent for energy‑sector operations marks a clear attempt to convert agentic generative AI from marketing demos into repeatable production patterns for drilling, well operations, pipelines and power‑generation workflows, promising conversational...

September’s quiet preview windows at the major cloud providers are shaping up to be one of the clearest signals yet that enterprise AI is moving from model-first experimentation into regulated, operational production—and the changes being previewed are less about raw model accuracy and more...

Cloud providers’ September previews are not incremental checkbox updates; they are a clear signal that enterprises expect AI clouds to be more than high‑performance models — they must be secure, auditable, and operationally mature enough to run production workloads at scale. Background...

Proxmox can be run inside a Docker container — and yes, it actually works well enough to be useful for tinkering — but the method requires deliberate compromises, extra host privileges, and several manual workarounds that make it unsuitable for production and risky for anything beyond...

Microsoft has pushed a major real‑time audio milestone into the Azure stack: gpt‑realtime, a speech‑to‑speech (S2S) model optimized for low‑latency, natural‑sounding conversational agents, is now generally available on Azure AI Foundry and accessible through the Real‑time API for developers and...

A JSON parse error is a common, often confounding fault that occurs when software attempts to read text that it expects to be valid JSON but finds malformed, encoded, or unexpected content instead — the symptom you see is usually a JavaScript SyntaxError such as “Unexpected token … in JSON at...

Microsoft has pushed the first public Release Candidate (RC0) of SQL Server 2025 into preview with two headline changes that matter to every Windows-centric IT team experimenting with Linux-first development: official Ubuntu 24.04 support for dev/test scenarios and TLS 1.3 enabled by default...

The rapid ascent of generative artificial intelligence has rewritten the rules of education, especially within environments that prioritize industry readiness, such as the Kelley School of Business at Indiana University. Once considered the domain of computer scientists and tech startups, AI is...