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The Hindsight Information to Replatforming | by Ethan Knox | Oct, 2024

admin by admin
October 5, 2024
in Artificial Intelligence
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The Hindsight Information to Replatforming | by Ethan Knox | Oct, 2024
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Dissecting the motivations, dangers, and potential rewards of a software program “coronary heart transplant”

Ethan Knox

Towards Data Science

A classic gasoline engine next to a cold fusion powerplant from a starship.
evolution of the powertrain — AI generated picture created by Midjourney v6.1

I used to be sketching out architectural suggestions for a consumer challenge that, after a profitable POC, was prepared for the prime-time of manufacturing software program. I ended to ask myself why the brand new arch diagram I used to be creating appeared vastly totally different from the structure of the present idea software program; even when my solutions appeared strong (they included particular measures of reliability, pace, scale, and safety), I couldn’t shake the sensation that this felt acquainted in a foul means. I counted the variety of replatforms I’ve both been instantly liable for (i.e. a number of Trendy Knowledge Stack conversions) or not directly impacted by (Knowledge Warehouse reconciliations between the “outdated” and “new” programs) over the past fifteen years. I got here up with 13 replatforms. Of these 13, solely 4 finally yielded constructive product or engineering outcomes; that could be a roughly 70% failure fee amongst replatforms I’ve personally witnessed. It’s no marvel that something resembling a re-write, re-architecture, or re-thinking offers me instant pause.

Replatforms are resource-intense, time-consuming tasks that may make or break govt careers, mark the hockey stick inflection level for a corporation’s progress, or depart…

Tags: EthanGuideHindsightKnoxOctReplatforming
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