The New Paradigm of Development

Software development is changing shape. Many tasks can move forward at once, carried by agents that hold their own working context. A developer can explore more possibilities, pursue larger ideas, and bring more work into motion.

Human attention remains finite. This new capacity calls for a practice of development that uses it deliberately.

  1. Let ambition grow beyond individual execution.

    The reach of an idea can extend beyond what its author can execute alone. Independent work can advance in parallel, opening room for broader exploration and projects that once felt out of reach. The opportunity is to expand what becomes possible to attempt.

  2. Spend attention on direction and judgment.

    Choosing what matters, defining constraints, questioning assumptions, and evaluating results are central work. Routine coordination should become increasingly delegable. The environment should help attention reach the decisions that shape what gets built.

  3. Give agents the means to advance the work.

    An agent should be able to prepare a working environment, organize tasks, run and test changes, and involve other agents within defined boundaries. The workspace should support these actions directly, allowing useful work to continue without repeated manual handoffs.

  4. Keep delegation visible and open to intervention.

    Delegation needs a clear account of what is happening, what has changed, and where judgment is needed. Developers should be able to inspect the work, understand its state, and redirect it. Greater autonomy should preserve that access. Supervision should be possible whenever it matters.

  5. Let different agents participate in the same work.

    Different agents bring different strengths. They should be able to share an environment, hand work between them, and retain the capabilities that make them useful. Choice of provider should leave the developer free to combine the tools suited to the task.

Development environments should support this practice: greater ambition, deliberate attention, and deeper delegation, with human direction remaining available throughout.

The new paradigm runs in Orkestra.