Files
acdl/.ciagent/archive/AUTONOMY_THESIS-v1.21.md
T
Jon Chery f2b481716d chore(P01): archive 7 platform + 1 consumer outdated .ciagent files
P1 W1: verified STATE.md 32 CAP rows against regression_verify.py
(fixed CAP-025 omission — was missing from Domain 9; CAP-031 renumbered
to cover the live-apply evidence row).

P1 W2: archived 7 platform-root files to .ciagent/archive/ with
milestone-suffix names (lossless git mv preserves history):
- CAPABILITY_INVENTORY.md → CAPABILITY_INVENTORY-v1.10.md
- REVIEW-AUDIT-P05.md → REVIEW-AUDIT-P05.md
- VERIFY-P03.md → VERIFY-P03.md
- VERIFY-P04.md → VERIFY-P04.md
- P4-PILOT-RUN-EVIDENCE.md → P4-PILOT-RUN-EVIDENCE-v1.26.md
- AUTONOMY_THESIS.md → AUTONOMY_THESIS-v1.21.md
- COST.md → COST-v1.14.md

P1 W3: archived 1 consumer file to new .ciagent/nova-blockchain-exchange/archive/
(D-221: consumer archives land in per-project subdir):
- nova-blockchain-exchange/ROADMAP.md → archive/ROADMAP-v1.26.md

The 4 pre-execution files (CLARIFY/GRILL/IDEATE/RESEARCH) stay active
through v1.27 — they hold the v1.27 P0 content (D-219 refinement,
G-Q2); the v1.26-era content is in git history. They archive at
v1.28 P1 if v1.28 happens.

Dangling references to archived files found in PROJECT.md,
ARCHITECTURE.md, IAM_POLICY.md, nova-blockchain-exchange/README.md —
fixed in P2.

---ci---
project: acdl
phase: 1
milestone: v1.27
status: execute
wave: W4
---ci---
2026-08-19 19:13:48 +00:00

3.7 KiB

Nova — The Autonomous Cloud Delivery Platform: Autonomy Defensibility Brief

Strategic direction, leadership metrics & unified story Last refined: v1.21 — reframe from "no-humans" to "autonomous operations"

The thesis

Nova is the autonomous infrastructure layer that lets product teams ship without engaging an operator, and lets executives trust the platform not because it never fails but because every decision is captured, scored, and accountable.

Autonomy in operations; human at stage gates. Normal operations — provisioning, healing, remediation — run without an operator in the loop. Human attestation remains required at stage gates: QA signs off for production, SRE greenlights based on operational readiness. The absence of an operator in the loop is never the absence of a record.

Grounded proof (measurable today)

Proof Source Status
Capabilities verified, none broken (live-AWS caps honestly skipped, resources torn down to zero-cost steady state) regression report grounded
Decision Ledger captures 100% of automated decisions with outcome backfill decision ledger store grounded
Attestation coverage: 100% of prod/dr promotions attested by a human attestation gates + outbox grounded
Confidence-gated policy engine (deterministic, not an LLM) — weighted inputs, band outcome confidence signal grounded
Attestation matrix with separation-of-duties on prod attestation matrix + separation-of-duties grounded
Pre-apply cost estimates (offline) cost adapter grounded
Test suite passes test results grounded

Deferred proof (measurable when blocking work lifts)

Proof Blocking work Unblock requirement
Touchless resolution rate across production estates 0 consumers today Pilot estate activation
Live infrastructure health (ECS, ALB, RPS) Live AWS torn down Live AWS re-provisioning
Onboarding funnel: requested → granted Auto-grant not built Auto-grant implementation
Drift auto-reversal rate No drift scheduler Drift detection scheduler
Predictive vs reactive ratio No emitter ML anomaly-forecasting service
Tamper-evident ledger checkpoints (S3 Object Lock + JWS) Audit ledger build-out Audit ledger build-out

Anti-claims (what Nova is NOT)

  1. Nova's decisions are NOT made by an LLM. They are made by a confidence-gated policy engine: deterministic scripts calculate a score, and a band outcome gates the action. The platform functions without AI. The Decision Ledger captures this real decision path — not a fabricated "AI agent." When an LLM planner is added, it will emit richer alternatives_considered without schema breakage.
  2. Nova does NOT remove humans from accountability. Only from normal operations. Every stage-gate promotion (qa/prod/dr) requires a human attestation recorded with approver identity, separation-of-duties check, and the evidence matrix.
  3. Nova is NOT for legacy, untagged, or freeform infrastructure. It requires Terraform-managed, policy-aligned, fully-tagged inputs.
  4. Nova does NOT fabricate metrics. Every metric is grounded (cites a source), derived (documented formula), or deferred (cites the blocking work). No fabricated numbers in any deck slide or metrics entry (the "no fabrication" hard constraint).

What "won" looks like

By month 18, Nova is the layer enterprise leadership points to when they say "we don't have an infrastructure ops team anymore, and the audit trail is stronger than it ever was" — and it is the layer their AI engineering teams reach for first when an agent needs to deploy.