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Here's why that's not a tuning problem.</p><div class="flex items-center gap-1 text-xs"><time class="text-orange-400" dateTime="Sep 30, 2026">Sep 30, 2026</time><span class="text-gray-600 dark:text-gray-400">·</span><span class="text-gray-600 dark:text-gray-400">by <!-- -->Steve McDougall</span></div></div><svg class="-mr-1 ml-1.5 stroke-[1.5px] min-h-[1rem] min-w-[1rem] text-gray-600 dark:text-gray-400" fill="none" stroke="currentColor" width="11" height="11" viewB
1ox="0 0 10 10" aria-hidden="true"><path class="opacity-0 transition group-hover:opacity-100" d="M0 5h7"></path><path class="transition group-hover:translate-x-[3px]" d="M1 1l4 4-4 4"></path></svg></div></a></li><li class="animate-slide-up-fade" style="animation-duration:1000ms;animation-fill-mode:backwards"><a class="group" href="/blog/why-staging-doesnt-match-production/"><div class="flex items-center gap-2 rounded-md bg-white px-4 shadow-lg ring-1 ring-gray-200 dark:bg-gray-950 dark:ring-white/15 py-4 transition-shadow group-hover:shadow-xl"><div class="flex flex-col items-start gap-2"><h2 class="font-title text-xl transition-colors group-hover:text-orange-500 md:text-2xl">Why most teams stop trusting staging</h2><p class="leading-7 text-gray-600 dark:text-gray-400">A green staging run stops meaning anything once it drifts from production enough times. Here's why teams route around staging instead of fixing it.</p><div class="flex items-center gap-1 text-xs"><time class="text-orange-400" dateTime="Sep 23, 2026">Sep 23, 2026</time><span class="text-gray-600 dark:text-gray-400">·</span><span class="text-gray-600 dark:text-gray-400">by <!-- -->Steve McDougall</span></div></div><svg class="-mr-1 ml-1.5 stroke-[1.5px] min-h-[1rem] min-w-[1rem] text-gray-600 dark:text-gray-400" fill="none" stroke="currentColor" width="11" height="11" viewB
1ox="0 0 10 10" aria-hidden="true"><path class="opacity-0 transition group-hover:opacity-100" d="M0 5h7"></path><path class="transition group-hover:translate-x-[3px]" d="M1 1l4 4-4 4"></path></svg></div></a></li><li class="animate-slide-up-fade" style="animation-duration:1100ms;animation-fill-mode:backwards"><a class="group" href="/blog/hidden-cost-of-environment-drift/"><div class="flex items-center gap-2 rounded-md bg-white px-4 shadow-lg ring-1 ring-gray-200 dark:bg-gray-950 dark:ring-white/15 py-4 transition-shadow group-hover:shadow-xl"><div class="flex flex-col items-start gap-2"><h2 class="font-title text-xl transition-colors group-hover:text-orange-500 md:text-2xl">The hidden cost of environment drift</h2><p class="leading-7 text-gray-600 dark:text-gray-400">Environment drift isn't a mistake your team made, it's the default state of anything maintained by hand. Here's what it actually costs you.</p><div class="flex items-center gap-1 text-xs"><time class="text-orange-400" dateTime="Sep 16, 2026">Sep 16, 2026</time><span class="text-gray-600 dark:text-gray-400">·</span><span class="text-gray-600 dark:text-gray-400">by <!-- -->Steve McDougall</span></div></div><svg class="-mr-1 ml-1.5 stroke-[1.5px] min-h-[1rem] min-w-[1rem] text-gray-600 dark:text-gray-400" fill="none" stroke="currentColor" width="11" height="11" viewB
1ox="0 0 10 10" aria-hidden="true"><path class="opacity-0 transition group-hover:opacity-100" d="M0 5h7"></path><path class="transition group-hover:translate-x-[3px]" d="M1 1l4 4-4 4"></path></svg></div></a></li><li class="animate-slide-up-fade" style="animation-duration:1200ms;animation-fill-mode:backwards"><a class="group" href="/blog/ai-agents-production-debugging/"><div class="flex items-center gap-2 rounded-md bg-white px-4 shadow-lg ring-1 ring-gray-200 dark:bg-gray-950 dark:ring-white/15 py-4 transition-shadow group-hover:shadow-xl"><div class="flex flex-col items-start gap-2"><h2 class="font-title text-xl transition-colors group-hover:text-orange-500 md:text-2xl">How AI agents change production debugging</h2><p class="leading-7 text-gray-600 dark:text-gray-400">AI made writing code faster and left debugging almost untouched. Here's why agents only help once they can reach production directly.</p><div class="flex items-center gap-1 text-xs"><time class="text-orange-400" dateTime="Sep 9, 2026">Sep 9, 2026</time><span class="text-gray-600 dark:text-gray-400">·</span><span class="text-gray-600 dark:text-gray-400">by <!-- -->Steve McDougall</span></div></div><svg class="-mr-1 ml-1.5 stroke-[1.5px] min-h-[1rem] min-w-[1rem] text-gray-600 dark:text-gray-400" fill="none" stroke="currentColor" width="11" height="11" viewB
1ox="0 0 10 10" aria-hidden="true"><path class="opacity-0 transition group-hover:opacity-100" d="M0 5h7"></path><path class="transition group-hover:translate-x-[3px]" d="M1 1l4 4-4 4"></path></svg></div></a></li><li class="animate-slide-up-fade" style="animation-duration:1300ms;animation-fill-mode:backwards"><a class="group" href="/blog/ai-coding-faster-production-bottleneck/"><div class="flex items-center gap-2 rounded-md bg-white px-4 shadow-lg ring-1 ring-gray-200 dark:bg-gray-950 dark:ring-white/15 py-4 transition-shadow group-hover:shadow-xl"><div class="flex flex-col items-start gap-2"><h2 class="font-title text-xl transition-colors group-hover:text-orange-500 md:text-2xl">AI made coding faster. Production is now the bottleneck.</h2><p class="leading-7 text-gray-600 dark:text-gray-400">AI made writing code faster and did nothing for shipping it. Here's why the bottleneck didn't disappear, it just moved to production.</p><div class="flex items-center gap-1 text-xs"><time class="text-orange-400" dateTime="Sep 3, 2026">Sep 3, 2026</time><span class="text-gray-600 dark:text-gray-400">·</span><span class="text-gray-600 dark:text-gray-400">by <!-- -->Steve McDougall</span></div></div><svg class="-mr-1 ml-1.5 stroke-[1.5px] min-h-[1rem] min-w-[1rem] text-gray-600 dark:text-gray-400" fill="none" stroke="currentColor" width="11" height="11" viewB
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