Tag: context engineering

← From AI-Centric to Orchestration-Native | PART 8 / 8 If you’ve stayed with this series, you’ve traveled a fair distance: Let’s end by zooming out. There’s a growing consensus – from McKinsey and others – that the next era of software will be AI-centric: agents, copilots, and embedded intelligence reshaping products and workflows. That’s true,…

← From AI-Centric to Orchestration-Native | PART 7 / 8 It’s one thing to talk about architecture, metrics, and roadmaps in calm conditions. It’s another thing to ask a harder, more honest question: What happens when the world really goes sideways? That’s the real test of any ‘AI-centric’ or ‘orchestration-native’ vision. In this article, we’ll…

← From AI-Centric to Orchestration-Native | PART 6 / 8 Up to this point, we’ve stayed mostly in the world of architecture, economics, and metrics: But technology is only half the story. The real test of an orchestration-native enterprise is what it does to the day-to-day reality of work: This article is about that human side:…

← From AI-Centric to Orchestration-Native | PART 5 / 8 By now, we’ve painted a pretty ambitious picture: If you’re an executive or transformation leader, you might be nodding along – and still thinking: “This all sounds great. But how do we actually get there without a giant, risky transformation project?” That concern is rational.…

← From AI-Centric to Orchestration-Native | PART 4 / 8 If you’ve been following this series, we’ve made three moves so far: That naturally raises a harder question: If we change how decisions are made, how should we measure whether the system is actually getting better? Most enterprises are still instrumented for an older era…

← From AI-Centric to Orchestration-Native | PART 3 / 8 In the first two articles, we made a simple argument: That all sounds promising. But if you’re a CFO, COO, or P&L owner, there’s another question sitting underneath all of this: Will this actually make us more efficient – or just more expensive? Recent analysis…

← From AI-Centric to Orchestration-Native | PART 2 / 8 In the first article, we argued that “AI-centric” is only a half-step. Adding copilots and assistants into individual tools is helpful, but it doesn’t solve the hardest problem large enterprises face: coordination. Sales, supply, logistics, finance, and operations all get “smarter” – but who keeps them…