Leadership as code
Opus 4.6 and Codex 5.3 are more than coding engines, they are fabric for hyper-lean operating models.
Last year the commercial potential of LLMs was clear, adoption timescales were debatable. Enterprise diffusion is geologically slow and AI PoCs produced disappointing results - the low point of the J-curve.
2026 is feeling different, Opus and Codex have come of age. Anthropic has a canny enterprise strategy, rapidly integrating with corporate tool chains. Meanwhile OpenAI’s Codex demonstrates complex cognition by completing tasks with startlingly little supervision.
So what’s changed?
These aren’t just engines for coders, they are generalisable tools that help develop product, identify markets and shape strategies.
So what does it mean?
In economic terms, AI lowers marginal costs, raising feasible supply - Jevons’ paradox.
In Lean terms the binding constraint moves, expensive software is no longer the main blocker.
Engineering hours, code production and headcount become less critical than strategic judgement, intent, specification and system design quality.
Output per human capital grows and cost per feature declines to the price of tokens (subsidised for now). Success hinges on the ability to identify, specify and verify intent.
This doesn’t just change the role of coders, it changes the game for everyone up to and including the C-suite.
Labour & skill scarcity → Precision of intent, abstraction clarity, Judgement & verification.
Traditional delivery operations fleshed out vague requirements and visions into a marketable product. They also rejected innovative novelty.
Now you can build the right or wrong thing at unprecedented speed. The right thing generates value and moves into profitable markets. The wrong thing suffers low-uptake, security vulnerabilities, and regulatory infringements.
Governance at the build level moves upstream and strategy becomes a testable system. Specification and verification disciplines, honed by delivery teams, become scarce assets.
Leadership increasingly resembles software design - one might even say leadership as code.