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AI got very good at coding first, and the reason is less flattering than it sounds. Coding is work where the machine can check
The best AI model in the world just scored 18.1%. On Zapier’s own benchmark for real business work — the cross-app tasks any white-collar
Press Release Atlanta, GA · August 17, 2026 The Atlanta-based AI firm embeds Forward Deployed Engineers inside enterprise teams to find where OpenAI models deliver
The value is real. The spend is real. And the gap between the companies getting one in exchange for the other and the companies
Most enterprises rolling out AI are quietly optimizing for the wrong thing: speed, volume, lines of code shipped. Manu Narayan, CIO of GitLab, thinks
Most automation tells a system exactly what to do: run these steps, in this order, every time. Goal automation is different. You hand an agent
Most automation tells a system exactly what to do: run these steps, in this order, every time. Goal automation is different. You hand an agent
In the last guide we defined the agent harness as the runtime that turns a model into an agent: the loop, the tools, the context
A language model, on its own, is not an agent. It reads a prompt and returns text. It cannot run a command, read a file,
Most teams meet Claude Skills as a single folder that teaches Claude how to do one thing well. That framing is correct, and it is
