{+} MISSION+ACDC · Agent Centric Development Cycle

01 / The loop

The spec is the
new source code.

The MISSION+ delivery cycle for agentic engineering. Humans set the intent, agents build, automated tests decide what passes, and working software ships. Each loop faster than the last.

ACDC
AgentCentricDevelopmentCycle
01
Specify
Humans

Intent, constraints, acceptance criteria.

→
02
Build
Agents

Plan, write, test and fix on a loop.

→
03
Validate
Tests + humans

Quality gates before the next cycle.

→
04
Ship
Production

Fast, documented, audit-ready.

↻ Each loop gets tighter as the spec library matures

02 / The shift

The questions change.

When agents write the code, the human's job moves up the stack — from typing fast to thinking clearly.

The old reflex
How do I write this?
Can I code it fast enough?
shifts to→
The new focus
Can I specify it clearly?
How do I validate this?

03 / The proof

3 people now build what took 10.

4–6
Features per sprint, per dev
3–10×
More code shipped per day
~50%
Less time debugging
$20K
Monthly tooling, all-in
"
Agentic coding is when you are not writing the code directly 99% of the time.
Andrej Karpathy · Feb 2026

04 / Where it sits

One stage of the MISSION+ pipeline.

+ Supporting capabilities

AI LiteracyPathfinderGovernanceLegacy Modernisation

Put the loop to work.

See the ACDC cycle running on your codebase — from spec to shipped, in one engagement.

AURA→ATOM→ACDC→Spec Ops · Greenfield
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