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In the age of AI and seemingly abundant ways to utilise the technology to create new solutions, automation and AI enhanced capabilities, there is still a lot of complexity in how to properly take advantage of these tools without ending up in an AI-generated “slop” nightmare. The reality is that unless proper engineering pactices and harness are applied, new projects get off the ground quickly to a reasonable baseline, but then stall or fizzle due to complex maintenance problems, inability to progress solutions because AI is like a sledge-hammer being applied to fix a tiny little defect - the blast-radius is large and often does not resolve the original issue.

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