The rollback is becoming the product
Cloudflare's saga rollback work is a useful signal for production AI agents: real tool use needs durable workflows, compensating actions, audit trails, and honest failure handling.
AIvikings Blog
Posts tagged domain-infrastructure
Product notes, implementation details, and practical writing about MCP, domains, DNS, and autonomous agents.
The agent story is moving from chat to permission
Google DeepMind, MCP security work, and Arcade's funding all point to the same agent infrastructure shift: permission, execution, audit, and control.
When agents can pay, the boring controls become the product
Visa, OpenAI, Mastercard, and Arcade point to the same agent infrastructure problem: real actions need payment controls, permissions, audit trails, and proof.
Agents need receipts before they need more tools
Why production AI agents need receipts, permissions, audit trails, and governed action layers before businesses can trust them with real operations.
The agent work is moving into the boring parts
Why the next useful AI agent products will be built around operational details, trusted tool boundaries, and boring systems that can be audited.
The next useful AI agent will probably look boring
Why MCP, vertical tools, staging defaults, and explicit write boundaries matter as AI agents move from chat demos into real business workflows.
The next AI agent wave is not another chatbot
Why the next useful AI agent wave is about trusted action layers, MCP tool surfaces, and business systems agents can safely use.