AI is making it cheaper to build, but it’s making the cost of wrong decisions much higher. CTOs / Heads of Engineering: What’s the #1 decision you’re focused on getting right in 2026? Would love to hear your thoughts.
“𝗜𝗳 𝗔𝗜 𝗰𝗮𝗻 𝗰𝗼𝗱𝗲, 𝘄𝗵𝘆 𝗱𝗼 𝗜 𝘀𝘁𝗶𝗹𝗹 𝗻𝗲𝗲𝗱 𝗮𝗻 𝗲𝘅𝘁𝗲𝗻𝗱𝗲𝗱 𝗲𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝘁𝗲𝗮𝗺?” Code is becoming free. So what are companies still paying for? Short answer: 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗶𝗻𝘁𝗲𝗻𝘁 𝗺𝗮𝗽𝗽𝗶𝗻𝗴, 𝗰𝗲𝗿𝘁𝗮𝗶𝗻𝘁𝘆, 𝗮𝗻𝗱 𝘁𝗿𝗮𝗻𝘀𝗽𝗮𝗿𝗲𝗻𝗰𝘆. Lately, in conversations with our clients, there’s an elephant in the room: “Now that AI can code… when can we stop relying on extended engineering teams?” As the founder of Shinetech, I’ll be the first to say: they are not wrong. If a developer’s only value is "translating requirements into code," that value is trending toward zero in 2026. Code has shifted from a "handcrafted asset" to a "commodity component." Its cost is approaching zero. But I’m not pessimistic. I’m energized. This shift is forcing us back to the roots of why software exists in the first place. In the AI era, what are clients actually paying for? It’s no longer about output; it’s about three things AI can’t provide: 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗜𝗻𝘁𝗲𝗻𝘁 𝗠𝗮𝗽𝗽𝗶𝗻𝗴: the hardest part of software was never coding—it was understanding the "why." We need senior engineers as "AI Commanders" who know how to leverage the tool to solve human problems and turn intent into decisions. 𝗖𝗲𝗿𝘁𝗮𝗶𝗻𝘁𝘆: AI can generate code, but it can’t take accountability for a business outcome. In complex enterprise environments, you need a human partner who owns the results—especially when requirements shift or security blocks release. 𝗧𝗵𝗲 𝗣𝗿𝗲𝗺𝗶𝘂𝗺 𝗼𝗳 𝗧𝗿𝗮𝗻𝘀𝗽𝗮𝗿𝗲𝗻𝗰𝘆: in an age of black-box algorithms, "Human-in-the-loop" is the ultimate trust signal—with auditable checkpoints, rationale, and traceability, not just velocity. We have been running some radical internal experiments to lean into this future—stripping away layers so clients work directly with senior engineers. Not for the sake of growth, but to rediscover the edge of human value. 𝗔𝗜 𝘄𝗼𝗻’𝘁 𝗸𝗶𝗹𝗹 𝘁𝗵𝗲 𝘀𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗶𝗻𝗱𝘂𝘀𝘁𝗿𝘆. 𝗜𝘁 𝘄𝗶𝗹𝗹 𝗼𝗻𝗹𝘆 𝗸𝗶𝗹𝗹 𝗺𝗲𝗱𝗶𝗼𝗰𝗿𝗶𝘁𝘆. Which would you pay a premium for right now? A) Intent clarity & faster decisions B) Certainty & ownership C) Visibility & trust you can audit D) Other — what’s your D? (I’d love to hear how you are refactoring your engineering partnerships this year.) #GenerativeAI #SoftwareEngineering #DigitalTransformation #EngineeringLeadership #DedicatedTeams