The TNOA Blog

Practical insights on AI agents, automation, and what it actually takes to put AI to work in a real business, written by the people who build and vet production agents.

News

AI Agent News Roundup — July 28, 2026

OpenAI starts selling agents with engineers attached, federal agencies deploy faster than they can secure, Alibaba builds a cloud for agent fleets, and Kimi K3 runs out of compute.

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News

AI Agent News Roundup — July 20, 2026

OpenAI's work agent reaches millions of businesses, ten big vendors back a rival to MCP, Meta opens its agent platform worldwide, and China and the EU both move on agent rules.

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News

AI Agent News Roundup — July 6, 2026

Microsoft and AWS commit billions to embedding AI engineers inside customers, HPE and NVIDIA harden the plumbing for production agents, and Claude Sonnet 5 ships. What the week means for your business.

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News

AI Agent News Roundup — July 4, 2026

Gartner puts $234B of software spend at risk from AI agents by 2030, the seat-based SaaS model wobbles, and a ransomware incident shows why guardrails matter. What the week means for your business.

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Getting Started

Is Your Workflow Ready for an AI Agent? A 7-Factor Test

Not every task is worth automating. Here's how to tell whether a workflow is an easy win, a custom build, or not ready yet, before you spend a dollar.

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Fundamentals

AI Agents vs. Chatbots vs. Automation: What's the Difference?

The terms get used interchangeably, but they're not the same thing, and picking the wrong one is how AI projects stall. A plain-English breakdown.

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Strategy

Why 95% of AI Pilots Never Reach Production

Most AI agents impress in a demo and die before they touch a customer. Here's where projects break, and how to be in the 5% that ship.

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Use Cases

7 Business Workflows You Can Automate with AI Agents Today

Seven concrete, proven places an AI agent earns back its cost fast, from inbound lead response to invoicing and support triage.

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