𝗠𝗼𝘀𝘁 𝗼𝗿𝗴𝗮𝗻𝗶𝘇𝗮𝘁𝗶𝗼𝗻𝘀 𝗱𝗼𝗻'𝘁 𝘀𝘁𝗮𝗿𝘁 𝗳𝗿𝗼𝗺 𝘀𝗰𝗿𝗮𝘁𝗰𝗵. They already have APIs. Dozens, sometimes hundreds. Built at different times, by different teams, with different conventions, or none at all. They respond to requests, but they don't follow the same patterns, they're not documented consistently, and very few were designed expecting AI agents to invoke them autonomously.

Retrofitting governance onto an existing ecosystem is harder than building it in from the start. 𝗜𝘁'𝘀 𝗮𝗹𝘀𝗼 𝘄𝗵𝗲𝗿𝗲 𝗺𝗼𝘀𝘁 𝗼𝗿𝗴𝗮𝗻𝗶𝘇𝗮𝘁𝗶𝗼𝗻𝘀 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗮𝗿𝗲.

𝗢𝘂𝗿 𝗔𝗣𝗜 𝗗𝗲𝘀𝗶𝗴𝗻 & 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝘀𝗲𝗿𝘃𝗶𝗰𝗲 𝘀𝘁𝗮𝗿𝘁𝘀 𝗳𝗿𝗼𝗺 𝘄𝗵𝗮𝘁 𝘆𝗼𝘂 𝗮𝗹𝗿𝗲𝗮𝗱𝘆 𝗵𝗮𝘃𝗲. We audit the ecosystem, identify where standards and consistency break down, and redesign toward something coherent — something that works for developers today and for automated systems that consume specifications exactly as they are.

𝗗𝗶𝘀𝗰𝗼𝘃𝗲𝗿 𝘁𝗵𝗲 𝘀𝗲𝗿𝘃𝗶𝗰𝗲: https://lnkd.in/emRE_4vg

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