19 Oct 2026 · 6 min
Most agents today live as prompts and settings inside someone's dashboard, where nobody can diff, review or reproduce them. Agents should be files: a folder you can read, version and put through review like any other code that acts on your behalf.
19 Oct 2026 · 5 min
An agent spends most of its time running tools, sandboxes and browsers, not generating tokens. The measurements and the chip makers now agree, and the CPU-to-GPU ratio in data centres is moving with them.
19 Oct 2026 · 5 min
Every business that published an API will publish an MCP surface for agents to act through. The protocol is now settled enough to build on, and its record so far shows that running these servers safely is an infrastructure job, not a side project.
19 Oct 2026 · 5 min
Agents are moving from demos into production, and the question is no longer which model to call but where the agent lives. Praecise Cloud builds, places and supervises agents, MCP servers and their backends from source, on hardware Praecise owns.
19 Oct 2026 · 5 min
In 2026 automated requests for web pages passed human ones, and traffic from agents grew fastest of all. At the same time, a large share of corporate agent projects are forecast to be cancelled. Both facts point to the same management task.
19 Oct 2026 · 6 min
GPUs answer the question of how an agent thinks. A working agent also needs compute that stays up, an address and a record, a way to pay, and limits its owner sets. Here is how the market covers each today.