Section 01 · the four loops
Each loop has its own cadence, owner, signal.
four loops · four owners · four signal sources
Lose any one of them and the org optimizes locally and decays globally.
Section 02 · outcome capture
Three signal types · all keyed by correlation_id.
explicit · implicit · absent
Most teams only capture explicit. The implicit signals are usually the bigger 80%.
Section 03 · process loop · weekly review
Function lead reads the dashboard.
non-engineer review · outputs ship as PRs
If your weekly review needs an engineer, you don't have a process loop. You have a ticket queue.
Section 04 · system loop · quarterly
Leadership bends the architecture.
slowest loop · reshapes the org chart
Without the system loop, the firm optimizes locally and decays globally.
Section 04b · what's disposable, what stays
Software is disposable. The brain isn't.
L3 maturity is a richer brain, not more code
L3 maturity is not about more software. It's about a richer permanent brain.
Section 05 · friction migration
Automate one step · friction moves to the next.
Alex Halliday · AirOps · the bottleneck migrates - usually into review
Friction never vanishes. It migrates. The roadmap is a perpetual hunt for the next jam.
Section 06 · decision-as-signal
The prompt is the learning surface.
Siadhal Magos · Metaview · the profile self-edits from every human decision
Every accept/reject becomes labeled signal. The prompt rewrites itself nightly. The model never moves.
Section 07 · vollko OSS · the receipts
The closed-loop trio.
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Build the AI-native firm