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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
GenDD in Practice Travis Shepherd · A field guide for CTOs and architects modernizing at scale The market for mass code modernization is loud, and
You’re probably past the “should we use AI agents?” question. You probably already have agents running. And now you’re starting to feel what happens when
