A coding agent is a worker. Not the workplace.
Intelligence inside a temporary session does not create durable context, ownership, scheduling, verification or recovery.
05 / MANIFESTO
AI should
expand delivery.
Not supervision.
Your team should not spend the time AI saves on reprompting, supervision and fixing almost-right work. Coding agents need a delivery system around them.
Request early access A MODEL WRITES CODE / A SYSTEM DELIVERS SOFTWAREThe next leap is not a longer prompt.
It is software delivery that can keep
moving without borrowing your attention.
Human attention is the scarce resource.
AI should remove coordination work from senior people instead of turning them into round-the-clock prompt writers, dispatchers and retry buttons.
Parallel only matters when it is coordinated.
More agents without dependencies, ownership and project boundaries multiply collisions faster than they multiply delivery.
Proof outranks confidence.
The word “done” is not a result. Passing checks, a reviewed PR, the correct staging build and acceptance evidence are.
Autonomy must survive failure.
A crashed agent, offline runner or restarted engine should leave durable state that can resume safely instead of starting from zero.
Humans own judgment, not the queue.
The system can plan, schedule, implement, verify and stage. Humans approve scope, resolve real ambiguity and own production.