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Full-featured composed scenes — one per row so each design has room to breathe. Click for the live render, the spec, and the source.

Featured 14 Atoms 762 Compositions 240

№ 101

Three Paradigms

Scene STA

The Lineage 3 paradigms · 70 years

Three paradigms.
Three cost-equation shifts.

Each paradigm is a deliberate response to what the previous one made expensive. DoCoDeGo is the third in that lineage.

1956 Era 1 / 3

Waterfall

Solved: Formalised investigation. Sequential phases produced predictability where there was chaos.
Cost it created: Investigation cost. Every change became expensive to absorb once a phase had closed.

2001 Era 2 / 3

Agile

Solved: Iterated. Distributed investigation across short cycles, brought the customer into the loop.
Cost it created: Coordination cost. Standups, ceremonies, the certification industries that fed on them.

2026 Era 3 / 3

DoCoDeGo

Solved: AI made investigation cheap. Intent became the highest-leverage human work.
Cost it created: We do not yet know. Honesty about that is part of the framework.

№ 102

Manifesto Axiom

Scene STA

The Axiom

Three clauses · one thesis

01

Intent is the primary artefact.

// What we mean — written, versioned, owned.
02

Implementation is a compiled derivative.

// Code is the output of intent under constraint, not the source.
03

Governance is earned through the loop.

// Trust accrues from review cycles that actually closed.

№ 103

Four Pillars Grid

Scene STA

The Four Pillars All load-bearing

Document · Compose · Demonstrate · Govern.

Four pillars, four human roles, four artefacts that must exist before the next one begins. Skip one and the loop breaks.

DOcument

Human role

Author

Specification is the only source of truth.

What gets shipped

A versioned spec with intent, acceptance criteria, and failure modes.

COmpose

Human role

Architect

Human owns the architecture; AI implements it.

What gets shipped

Reviewed implementation that maps to architecture, not vibes.

DEmonstrate

Human role

Gatekeeper

Value flows at the speed of validation, not schedules.

What gets shipped

A passed acceptance run — proof intent was actually met.

GOvern

Human role

Governor

Autonomy without accountability is catastrophe.

What gets shipped

An audit trail and a sign-off that someone stands behind.

№ 104

Cost Equation Graph

Scene STA

The Cost Equation

Generation went to zero.
Validation did not move.

The crossover is when validation became the dominant cost. Everything DoCoDeGo asserts compiles from this graph.

Generation cost
Validation cost
Drift surface

№ 105

Maturity Ladder (Vertical)

Scene STA

Maturity Ladder 4 rungs

A ladder, not a destination.

Each rung adds one pillar's load. Climb only when the rung below is paying off — and locate yourself honestly.

4

Stage 4 — Autonomous
Adds Full GO

Who runs it

Autonomous agent systems

What that means

Confidence thresholds, audit trails, kill switches. Humans bound the envelope.
3

Stage 3 — Orchestrated
Adds + GO (light)

Who runs it

Multi-agent, multi-team

What that means

Alignment checks, scope limits, agent monitoring. Humans still sign every release.
2

Stage 2 — Collaborative
Adds + DE

Who runs it

Growing team, shipping regularly

What that means

Validation-gated delivery. Observability proves intent landed in production.

You are here →
1

Stage 1 — Augmented
Adds DO + CO

Who runs it

Any team, any size

What that means

Spec-first work. AI assists generation; humans review every change.

№ 1101

Axiom Hero

Scene STA go

DoCoDeGo Axiom 01

Human intent governs AI output.

The axiom is not a wish. It is a contract — and the four pillars are how the contract is kept.

Before Pre-AI

Humans write intent.

Humans write output.

The bottleneck was generation — and that is where every methodology lived.

After Post-AI

Humans write intent.

Humans write output.

Generation collapsed. Intent is the only thing left for a human to own.

Spec

Intent, written and versioned.

Audit

Output checked against intent.

Sign-off

A human stands behind the result.

№ 1102

Four Pillar Hero

Scene STA

The Framework Four pillars, one loop

Document. Compose. Deliver. Govern.

1 / 4

Document

Write the intent before the code.

2 / 4

Compose

Architect the build; let AI render it.

3 / 4

Deliver

Ship at the speed of validation.

4 / 4

Govern

Earn autonomy through accountability.

№ 1103

Paradigm Shift Hero

Scene STA de

The Shift Agile → DoCoDeGo

The rituals were the symptom. The signals were the work.

Every Agile ceremony was an attempt to surface a signal that the team could not measure directly. We can now measure it directly.

Before Agile rituals

Standup
Sprint
Retro
Backlog
Demo

After DoCoDeGo signals

Drift signal Drift is detected, not described.
Convergence cycle Cycle ends when intent is met.
After-action review Anchored in evidence, not feelings.
Spec queue Specs replace ticket archaeology.
Acceptance run Proof, not performance.

№ 1104

Spec As Artefact Hero

Scene STA do

The Artefact Five files, one spec

A spec is not a paragraph. It is a small library.

Each file owns a different question — intent, proof, scope, investigation, sequence — and together they survive an AI's literal interpretation.

spec.md

Intent

What we mean, written and versioned.

assurance.md

Acceptance

How we will know the intent was met.

deliverables.md

Scope

The exact artefacts the build emits.

explore.md

Investigation

What we learned before committing to a plan.

plan.md

Sequence

The order in which the build unfolds.

№ 1105

Flow Not Schedule Hero

Scene STA de

DE · Deliver Flow, not schedule

Cycles close when intent is met. Not when the calendar says so.

Schedule

Wk 1–2

Sprint 1

Wk 3–4

Sprint 2

Wk 5–6

Sprint 3

Wk 7–8

Sprint 4

Fixed-length sprints terminate on a date, regardless of whether intent was met.

Flow

Signal closed

Cycles close on signal — convergence with intent, not the end of a fortnight.

№ 1106

Accountability Hero

Scene STA go

GO · Govern Four hats, four humans

Every artefact has a human behind it.

AI does the labour. A human still owns the call — and that human is named by a hat, not by a job title.

Author

Writes the intent.

Architect

Owns the build.

Gatekeeper

Signs the proof.

Governor

Holds the boundary.

Sign-off Four hats, four marks

Author Initial here

Architect Initial here

Gatekeeper Initial here

Governor Initial here

№ 1107

Signal Driven Hero

Scene STA co

CO · Compose Signal-driven

Signals replace ceremonies.

Every meeting was a poll. Now the readout is live — and the meeting is the exception, not the floor.

Drift Signal 1 / 4

18 %

0–100% intent gap

Replaces Standup.

Coverage Signal 2 / 4

82 %

0–100% spec mapped

Replaces Planning.

Latency Signal 3 / 4

41 h

0–168h intent → ship

Replaces Review.

Audit Signal 4 / 4

95 %

0–100% events captured

Replaces Retro.

№ 1108

Autonomy Spectrum Hero

Scene STA go

GO · Govern Autonomy spectrum

Autonomy is a setting. Pick the rung you can govern.

L1 Rung 1 / 4

Assisted

Human

Human writes; AI suggests.

AI scope

Inline completion.

L2 Rung 2 / 4

Supervised

Human

Human reviews every diff.

AI scope

Multi-file edits.

L3 Rung 3 / 4

Delegated

Human

Human reviews at task boundary.

AI scope

Whole tasks.

L4 Rung 4 / 4

Autonomous

Human

Human governs the envelope.

AI scope

Long-running goals.

№ 1109

ROI Claim Hero

Scene STA co

ROI Cost equation, shifted

Generation collapsed. Validation did not. The bottleneck moved.

Generation Metric 1 / 2

−92%

cost per line, last 24 months

AI did the work humans used to do — and did it overnight.

Validation Metric 2 / 2

±0%

cost per accepted intent

No tool replaced a reviewer. Validation is still a human surface.

The bottleneck moved.

Generation → Validation

№ 1110

Intent Compiles Hero

Scene STA do

The Pipeline Intent → Evidence

Intent compiles to evidence.

Four stages, four pillars, one direction. The hero shows the compiler — the pillars are its passes.

Intent 1 / 4

Author writes the spec.

Plan 2 / 4

Architect sequences the build.

Build 3 / 4

AI labour, human review.

Evidence 4 / 4

Acceptance run is signed.

stdout compile · 1.2s

$ [do] spec.md parsed — 12 acceptance criteria
$ [co] plan.md sequenced — 4 stages, 0 conflicts
$ [de] build complete — 412 changes, 0 deferred
$ [go] sign-off recorded — 4 hats, 4 marks
$ ok — intent compiled to evidence

№ 1111

Governance Overlay Hero

Scene STA go

GO · Govern The outer frame

Govern the loop, not the labour.

GO is not a fourth step — it is the frame around the other three, observing what they emit and refusing to ship what it cannot vouch for.

GO · Governance Wraps DO · CO · DE

DO Inner 1 / 3

Spec authored, versioned, owned.

CO Inner 2 / 3

Build composed, reviewed, merged.

DE Inner 3 / 3

Acceptance run, evidence emitted.

Audit trail 5 events · 1 loop

T+0 spec accepted · 4 hats present
T+18m plan published · 0 unresolved threats
T+2h build cycle 1 closed · drift 4%
T+5h acceptance run passed · all criteria met
T+5h12 sign-off recorded · loop closed

— Full detail →

—

// source

Alpha · Honest about it

The framework is real.
The community is forming now.

DoCoDeGo is in Alpha. The framework is documented, the practices are battle-tested at small scale, and the next release is being shaped in public.

If it produces anything, it should produce engineers and teams who think more clearly about what they are building and why.

Two doors in

Join the Discord

Discord is where specs are debated, the framework gets sharper, and decisions land in writing. The conversation is the artefact.

Heroes

Waterfall

Agile

DoCoDeGo

The framework is real.The community is forming now.

The framework is real.
The community is forming now.