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ADAAD — Autonomous Development & Adaptation Architecture: governance-first constitutional AI evolution runtime

Project description

ADAAD — Autonomous Development & Adaptation Architecture · v9.11.0 · Phase 76

Version Phase Self-Evolution Constitution License

CI Tests Phases Evolved Phone Replay


⚡ Quickstart  ·  📜 The 23 Rules  ·  🗺 Roadmap  ·  🤖 Agents  ·  📱 Android  ·  🔬 Examples  ·  📊 Aponi  ·  📋 Changelog

ADAAD is a constitutionally governed code evolution engine — every mutation cryptographically signed, hash-chained into a tamper-evident ledger, deterministically replayable, and gated through 23 constitutional rules before a single byte changes.

It has already evolved itself. March 13, 2026. The hash is in the ledger.


Why ADAAD Is Different

Every AI code tool works the same way: suggest → you apply. No audit trail. No fitness score. No rollback. You are the last line of defense. ADAAD inverts this — the GovernanceGate is the last line of defense, not you.

Status quo — human as sole safety layer Status quo: Every tool puts the human in the critical path as the only safety layer. ADAAD — GovernanceGate as sole approval surface ADAAD: GovernanceGate is the sole approval surface. Constitutional. Non-bypassable. Proof — hash-chained, replay-verified Proof: Every approved mutation is hash-chained, replay-verified, and evidenced.
ADAAD Stats — v9.11.0 · 4,649 tests · 76 phases · 23 rules · 12,441 ledger entries

ADAAD vs. Everything Else

ADAAD comparison table — ADAAD vs Copilot, Cursor, Devin

⛓ Phase 65 — First Autonomous Self-Evolution

Phase 65 — March 13, 2026

March 13, 2026. Zero human intervention in the execution path. Full human oversight of the constitutional framework. The hash is in the ledger.

Phase 63 → 64 → 65 hash chain — sealed and immutable
View full evidence ledger entry (JSON)
{
  "event":   "EPOCH_COMPLETE",
  "phase":   65,
  "version": "9.0.0",
  "date":    "2026-03-13",

  "constitutional_invariants_enforced": [
    "MUTATION-TARGET", "AUDIT-0", "REPLAY-0", "CEL-ORDER-0",
    "CEL-EVIDENCE-0", "SANDBOX-DIV-0", "GATE-V2-EXISTING-0"
  ],

  "execution_trace": {
    "01_TARGET_DISCOVERY":   "✓ CodeIntelModel → highest-priority Tier-1 capability",
    "02_CAPABILITY_MAP":     "✓ CapabilityDiscovery → cap:runtime.evolution.cel_wiring.live_mode",
    "03_PROPOSAL_GENERATE":  "✓ ProposalEngine → AST mutation — proposal_hash recorded",
    "04_STATIC_SCAN":        "✓ StaticSafetyScanner → all 4 AST rules PASS",
    "05_SANDBOX_TOURNAMENT": "✓ SandboxTournament → top candidate in ephemeral container",
    "06_FITNESS_SCORE":      "✓ FitnessEngineV2 → 7/7 signals above baseline",
    "07_GOVERNANCE_GATE_V2": "✓ GovernanceGateV2 → APPROVED (Class A)",
    "08_GOVERNANCE_GATE":    "✓ GovernanceGate → CONFIRMED — all 23 rules pass",
    "09_PATCH_APPLY":        "✓ ASTDiffPatch → atomic apply — replay_verifier: 0 divergences",
    "10_CAPABILITY_UPDATE":  "✓ CapabilityGraph → target bumped, CapabilityChange to ledger",
    "11_EPOCH_EVIDENCE":     "✓ EpochEvidence → SHA-256 hash-chained into evolution ledger",
    "12_HUMAN_OVERSIGHT":    "✓ Full trail reviewed in Aponi — acknowledgement hash committed"
  },

  "proof": {
    "replay_divergences": 0,
    "governance_bypasses": 0,
    "retroactive_evidence": false,
    "silent_failures": 0
  }
}

📅 75-Phase Evolution Timeline

ADAAD Phase Timeline — Phase 1 through 75 · First self-evolution at Phase 65
Phase Era Milestone Version
1–2 Foundation GovernanceGate · Evidence Ledger · SHA-256 hash-chaining v1.0
3–4 Adaptive Intelligence AdaptiveWeights EMA · SemanticDiffEngine AST analysis v2.x
5–6 Federation & Autonomy Multi-repo federation · HMAC gating · roadmap self-amendment v3.x
7–8 Governance Calibration Reviewer reputation · governance health dashboard v3.2–3.3
9–56 Core Build-Out 48 phases · Hardening · Evidence · Scale · Intelligence v4.x–8.x
57 Keystone ProposalEngine auto-provisioning v8.0
58 Perception CodeIntelModel — code intelligence layer v8.1
59 Identity CapabilityGraph v2 + CapabilityTargetDiscovery v8.2
60 Motor AST Mutation Substrate + SandboxTournament v8.3
61 Evolution Lineage Engine + CompatibilityGraph v8.4
62 Intelligence MultiHorizon FitnessEngine v2 v8.5
63 Judgment GovernanceGate v2 + Exception Tokens v8.6
64 Selfhood Constitutional Evolution Loop (CEL) + EpochEvidence v8.7
65 Emergence ⛓ First Autonomous Self-Evolution — March 13, 2026 v9.0
66 Hardening Tier Alpha Telemetry completeness · lineage invariants · governance contracts v9.1
67–68 Operator Control Operator-gated deployment · LLM failover governance v9.2–9.3
69–70 Innovations Router Seed ingestion pipeline · innovation scoring v9.4–9.5
71–72 Seed Lifecycle Seed promotion queue · graduated seed tracking v9.6–9.7
73 Seed Governance Human-governed seed review · audit:write scope · Aponi review panel v9.8
74 Seed → Proposal Seed-to-Proposal Bridge · deterministic cycle_id routing v9.9
75 Seed CEL Injection Approved seeds wired into CEL Step 4 as advisory signal v9.10.0
76 Seed CEL Outcome Recorder CEL epoch outcome recorded back to lineage ledger — full loop closed v9.11.0

Quick Start

Quick Start — Desktop, Android, Aponi

Desktop / Linux / macOS / CI

git clone https://github.com/InnovativeAI-adaad/ADAAD.git && cd ADAAD

python -m venv .venv && source .venv/bin/activate
pip install -r requirements.server.txt

PYTHONPATH=. python -m pytest tests/test_boot_preflight.py -q  # always first

ADAAD_CEL_ENABLED=true ADAAD_SANDBOX_ONLY=true ADAAD_ENV=dev python app/main.py

Android — Termux / Pydroid3

pip install -r requirements.phone.txt

CRYOVANT_DEV_MODE=1 ADAAD_ENV=dev python app/main.py --host 0.0.0.0 --port 8000

Aponi Governance Console

PYTHONPATH=. python -m ui.aponi --port 8080   # → http://localhost:8080

⚡ QUICKSTART.md  ·  📱 INSTALL_ANDROID.md  ·  📟 TERMUX_SETUP.md

🟢 Live System Status

System Status
🟢 GovernanceGate ACTIVE · NON-BYPASSABLE · GOV-SOLE-0
🟢 Constitutional Evolution Loop 14-STEP · ORDERED · CEL-ORDER-0
🟢 Evidence Ledger HASH-CHAINED · APPEND-ONLY · CEL-EVIDENCE-0 · 12,441 entries
🟢 FitnessEngine v2 7 SIGNALS · ADAPTIVE WEIGHTS · FIT-BOUND-0
🟢 SandboxTournament OPERATIONAL · EPHEMERAL · SANDBOX-DIV-0
🟢 Deterministic Replay ZERO DIVERGENCE · DET-ALL-0
🟢 WeightAdaptor EMA DESCENT · TELEMETRY LIVE · FIT-DIV-0
🟢 Federation HMAC-GATED · DUAL-GATE · federation_dual_gate
🟢 CodeIntelModel SCANNING · DETERMINISM-VERIFIED · INTEL-DET-0
🟢 Innovations Pipeline SEED-CEL-AUDIT-0 · SEED-REVIEW-0 · SEED-PROP-0
🟢 Autonomous Self-Evolution PHASE 65 PROVEN · LEDGER SEALED · MUTATION-TARGET

Architecture

ADAAD System Architecture

Three LLM-backed agents — Architect, Dream, Beast — compete for epoch selection via UCB1 bandit. Every winning proposal traverses the full 14-step Constitutional Evolution Loop before a single byte changes. The GovernanceGate is the sole approval surface. Invariant GOV-SOLE-0: it cannot be bypassed. Ever.

ADAAD Mutation Flow

The 14-Step Constitutional Evolution Loop

All 14 steps execute in strict sequence. One failure → clean halt. Zero silent errors. CEL-ORDER-0: the order is structural, not configurable.

Step Name Type On Failure
01 MODEL-DRIFT-CHECK Guard Blocks epoch — determinism state stale
02 LINEAGE-SNAPSHOT Capture Records capability_graph_before hash
03 FITNESS-BASELINE Measure Pre-epoch 7-signal composite recorded
04 PROPOSAL-GENERATE Generate Architect · Dream · Beast in parallel · seed advisory if injected
05 AST-SCAN Preflight StaticSafetyScanner — 4 hard AST rules
06 SANDBOX-EXECUTE Test Ephemeral clone — SANDBOX_ONLY respected
07 REPLAY-VERIFY Verify Hash mismatch → auto-rollback (SANDBOX-DIV-0)
08 FITNESS-SCORE Score Determinism divergence → unconditional veto
09 GOVERNANCE-GATE-V2 Gate 5 diff-aware AST rules — Class A / B split
10 GOVERNANCE-GATE Gate 23 constitutional rules — ALL must pass
11 LINEAGE-REGISTER Register Survivors chained into lineage DAG
12 PROMOTION-DECISION Promote CapabilityGraph + PromotionEvent recorded
13 EPOCH-EVIDENCE Seal SHA-256 hash-chained ledger entry — immutable
14 STATE-ADVANCE Advance Epoch counter + epoch_complete.v1 emitted
ADAAD_SANDBOX_ONLY=true  →  all 14 steps run · zero writes · full audit trail
Step 4 Seed Advisory (Phase 76)

Since Phase 76, an approved seed ProposalRequest may be injected into CEL Step 4 via inject_seed_proposal_into_context(). The seed is advisory only — Step 4 falls back to the default ProposalRequest if the key is absent. SEED-CEL-HUMAN-0: injected context cannot trigger mutation without GovernanceGate + HUMAN-0 sign-off.

# CEL Step 4 — Phase 76 seed advisory wire
context = inject_seed_proposal_into_context(context, seed_entry, ledger)
request = resolve_step4_request(context)   # seed if present, default if absent

Three Competing Mutation Agents

ADAAD Agent Competition — UCB1 bandit drives selection ADAAD agent overview
Architect
Architect
Governance-safe structural design. Low risk (0.1–0.4). Owns Tier-0 guard decisions and constitutional compliance.
Dream
Dream
High-novelty exploration. High expected gain (0.5–0.9). Sees 200 epochs ahead. Experimental and behavioral mutations.
Beast
Beast
Mutation velocity at the constitutional edge. Highest risk, highest pressure. Drives fitness regression targets hard.

All three compete via UCB1 multi-armed bandit — switches to Thompson Sampling after ≥30 non-stationary epochs. Up to 12 candidates per epoch via BLX-alpha crossover. The GovernanceGate decides. The bandit learns.

  UCB1 selection — values adapt each epoch
  ─────────────────────────────────────────────────────────────────
  Architect  ██████████               UCB 0.73  risk 0.2  EXPLOIT
  Dream      ███████████████          UCB 0.81  risk 0.6  EXPLORE  ◄ selected
  Beast      ██████████████           UCB 0.79  risk 0.9  EXPLOIT
  ─────────────────────────────────────────────────────────────────
  Winning proposal  →  14-step CEL  →  GovernanceGate  →  ledger seal

The 23 Constitutional Rules

🔴 9 Blocking 🟡 5 Warning 🔵 9 Advisory
Unconditional halt Tier-gated escalation Audit trail only
No override. No exceptions. Blocking in Tier 0 Recorded every epoch

🔴 9 Blocking Rules — Unconditional halt. No override. No exceptions.
Rule Enforcement
single_file_scope Mutations confined to one target file
ast_validity Resulting AST must parse cleanly
no_banned_tokens No exec, eval, os.system, shell equivalents
signature_required Every mutation must carry a valid cryptographic signature
lineage_continuity Must chain to an existing, verified lineage record
resource_bounds Memory and compute bounds enforced per tier
federation_dual_gate Cross-repo: GovernanceGate approval in both repos
federation_hmac_required HMAC validation on all federation channel ops
soulbound_privacy_invariant No identity-linked data exported outside governed channels
🟡 5 Warning Rules — Flagged in Tier 1/2. Blocking in Tier 0.
Rule Threshold
max_complexity_delta Cyclomatic complexity delta ≤ +2
test_coverage_maintained Coverage delta ≥ 0 — must never decrease
max_mutation_rate Epoch mutation density within anti-flood rate
import_smoke_test All new imports resolve at import time
entropy_budget_limit Proposal entropy within deterministic bounds
🔵 9 Advisory Rules — Recorded in every audit trail and evidence bundle.
Rule Tracks
deployment_authority_tier Tier-based deployment authority
revenue_credit_floor Credit floor for contributor attribution
reviewer_calibration Historical reviewer calibration score
bandit_arm_integrity_invariant UCB1 / Thompson Sampling state consistency
market_signal_integrity_invariant Market signal provenance and freshness
gate_v2_complexity GovernanceGateV2 AST complexity diff
gate_v2_import_surface GovernanceGateV2 import surface delta
gate_v2_error_guard GovernanceGateV2 error guard preservation
gate_v2_semantic_scope GovernanceGateV2 semantic scope adherence

8 Permanent Architectural Invariants

8 Permanent Architectural Invariants — code-level, non-overridable

Fitness Engine — 7 Signals

Every mutation is scored before GovernanceGate sees it. Determinism divergence is an unconditional veto — it cannot be overridden by any weight or governance exception.

Signal Weight Range Veto
🧪 Test delta — coverage + failure reduction [0.05, 0.70]
🌀 Complexity delta — cyclomatic change [0.05, 0.70]
⚡ Performance delta — runtime benchmark [0.05, 0.70]
📊 Governance compliance — 10-epoch rolling [0.05, 0.70]
🏗 Architectural fitness — coupling + centrality [0.05, 0.70]
🔒 Determinism — replay divergence [0.05, 0.70] ANY divergence = halt
🧹 Node economy — net AST additions [0.05, 0.70]
score = sum(signal_value[i] * adaptive_weight[i] for i in range(7))

if determinism_divergence > 0:  raise VetoError("FIT-DIV-0")       # unconditional
if score < baseline_composite:  raise RejectError("below baseline")
if not gate_v2.approve(patch):  raise RejectError("GovernanceGateV2")
if not gate.approve(patch):     raise RejectError("GovernanceGate")
# → APPROVED

Mutation Tier System

ADAAD Mutation Tier System
Tier Paths Mutations Review
🔴 0 runtime/, security/, app/main.py ❌ Never auto-applied Human required
🟡 1 tests/, docs/, most agents ✅ Auto-execute Within 24h
🟢 2 app/agents/test_subject/ ✅ Fully autonomous Logs monitored

TIER0-SELF-0 is permanent and structural. Tier-0 modules cannot be mutation targets — not via configuration, not via exception token, not via governance override.

Innovations & Seed Pipeline (Phases 69–75)

The Innovations Pipeline is ADAAD's governed pathway for human-sourced ideas to enter the constitutional evolution loop. Seeds are ingested, scored, promoted, reviewed by a human operator, converted to ProposalRequest objects, and injected as advisory signals into CEL Step 4.

Human Idea
    │
    ▼  POST /innovations/seeds
SeedIngestion  ─── SEED-INGEST-0 ──►  LineageLedger
    │
    ▼  automatic scoring
SeedPromotion  ─── SEED-PROMO-0 ──►  PromotionQueue
    │
    ▼  POST /seeds/promoted/{id}/review  (audit:write · HUMAN-0)
SeedReview     ─── SEED-REVIEW-0 ──►  SeedReviewDecisionEvent
    │  approved only
    ▼  POST /seeds/promoted/{id}/propose
SeedBridge     ─── SEED-PROP-0 ──►  ProposalRequest (advisory)
    │
    ▼  POST /seeds/promoted/{id}/inject
CEL Step 4     ─── SEED-CEL-AUDIT-0 ──►  resolve_step4_request()
    │                                         ↓ GovernanceGate
    └─────────────────────────────────────►  Evidence Ledger

All 6 seed invariants (SEED-CEL-0, SEED-CEL-HUMAN-0, SEED-CEL-DETERM-0, SEED-CEL-AUDIT-0, SEED-PROP-0, SEED-REVIEW-0) are enforced at each stage. A seed cannot trigger a mutation without full GovernanceGate + HUMAN-0 approval. No exceptions.

Federation — Cross-Repo Governed Evolution

Mutations propagate across repositories via FederationMutationBroker (Phase 5). Every federated mutation requires GovernanceGate approval in both repos, HMAC key validation, and zero cross-repo divergence in FederatedEvidenceMatrix.

Source Repo            Federation Channel       Destination Repo
───────────            ─────────────────        ────────────────
ProposalEngine    →    HMAC envelope       →    ProposalTransport
GovernanceGate    ─────────────────────────►    GovernanceGate
EvidenceMatrix    ◄─── divergence == 0 ────►    EvidenceMatrix
EvolutionLedger                                 EvolutionLedger

federation_dual_gate is a blocking constitutional rule. Bypassing either gate is structurally impossible.

The Aponi Dashboard

Aponi is the human oversight surface — epoch evidence review, lineage health monitoring, HUMAN-0 gate exercise, and (Phase 73+) the Seed Review panel.

┌──────────────────────────────────────────────────────────────────┐
│  APONI  ·  Governance Console  ·  ADAAD v9.11.0  ·  Phase 76    │
├──────────────────────────────────────────────────────────────────┤
│  Evolution Loop    ● ACTIVE       Epoch 1,247                    │
│  GovernanceGate    ● ENFORCING    23 rules / 0 bypass            │
│  Evidence Ledger   ● LIVE         12,441 entries                 │
│  Active Agents     ● 3/3      Architect  Dream  Beast            │
│  Innovations       ● ACTIVE       Seeds: 12 pending / 3 approved │
├──────────────────────────────────────────────────────────────────┤
│  Last Epoch    APPROVED  Class A  Δ+2 tests                      │
│  Fitness       0.74  above baseline ✓                            │
│  Replay Hash   a3f8e9…  divergences: 0                           │
│  WeightAdaptor pred_accuracy 0.71  EMA trending ↑               │
│  Seed CEL      advisory injected → Step 4 resolved ✓             │
└──────────────────────────────────────────────────────────────────┘
PYTHONPATH=. python -m ui.aponi --port 8080   # → http://localhost:8080

DEVADAAD — The Governed Build Agent

Use ADAAD or DEVADAAD as trigger tokens with any LLM following AGENTS.md:

Trigger Effect
ADAAD Governed build — stages work for review, no merge
DEVADAAD All ADAAD constraints + operator-authorized merge
ADAAD status Orientation report — no build action
ADAAD preflight Preflight checks only
ADAAD audit Open findings from .adaad_agent_state.json
ADAAD verify Full verify stack — no new code
ADAAD retry Retry last blocked step post-remediation

DEVADAAD grants merge authority. First word must be DEVADAAD exactly. All 23 constitutional rules apply identically.

python -m app.main --adaad-status --trigger-mode ADAAD --status-format both
Trigger mode         : ADAAD
Next PR              : PR-76-PLAN
Dependency readiness : READY
Tier 0: pass  |  Tier 1: pass  |  Tier 2: pass  |  Tier 3: pass
Pending evidence rows: none

Install on Any Platform

Install ADAAD — F-Droid, Obtainium, GitHub Releases, PWA
Platform Install Notes
F-Droid f-droid.org Android · open source · no tracking
Obtainium obtainium.imranr.dev Android · auto-update from GitHub
GitHub Releases releases All platforms · Linux · macOS · Windows WSL
PWA install page Browser · any device · no install

Codebase at a Glance

Metric Value
Version 9.10.0 — Phase 76: Seed CEL Outcome Recorder
Runtime Python 329+ files
Test files 451 · ~40,000+ lines
Passing tests 4,624
Constitutional rules 23 — Constitution v0.9.0
Architectural invariants 8 — code-level, non-overridable
Seed invariants 6SEED-CEL-0 through SEED-REVIEW-0
Development phases 76 complete
Evidence ledger entries 12,441 — SHA-256 hash-chained
Android support Full — Termux + Pydroid3
Federation Multi-repo HMAC-gated (Phase 5)
First self-evolution ✅ Phase 65 — March 13, 2026
Proof SHA-256 hash-chained, deterministically replayable

Governance Authority Chain

  ╔══════════════════════════════════════════════════════════════╗
  ║  docs/CONSTITUTION.md  ·  v0.9.0  ·  23 rules               ║
  ║  Root of all governance authority                            ║
  ╚═════════════════════════╤════════════════════════════════════╝
                            │
                            ▼
  ╔══════════════════════════════════════════════════════════════╗
  ║  docs/ARCHITECTURE_CONTRACT.md                              ║
  ║  8 invariants  ·  structural constraints  ·  module bounds  ║
  ╚═════════════════════════╤════════════════════════════════════╝
                            │
                            ▼
  ╔══════════════════════════════════════════════════════════════╗
  ║  docs/governance/ARCHITECT_SPEC_v3.1.0.md                   ║
  ║  Implementation spec  ·  organ contracts  ·  enforcement     ║
  ╚═════════════════════════╤════════════════════════════════════╝
                            │
                            ▼
                 ┌──────────────────────┐
                 │    GovernanceGate    │ ◄── GOV-SOLE-0
                 │   23 rules active    │     Non-bypassable
                 │   Every mutation     │     Not configurable
                 └──────────┬───────────┘
                            │ APPROVED
          ┌─────────────────┼─────────────────┐
          ▼                 ▼                 ▼
   EvolutionLedger    CapabilityGraph    LineageLedger
   SHA-256 chain      version graph      stability DAG
ADAAD Governance Flow

Project Structure

ADAAD/
├── app/               # Orchestrator · agents · mutation cycle · FastAPI
│   └── agents/        # Architect / Dream / Beast
├── runtime/           # Core engine — the constitutional machine
│   ├── evolution/     # CEL · lineage · fitness · replay verifier
│   ├── governance/    # GovernanceGate · federation · rate limiting
│   ├── autonomy/      # Bandit · AdaptiveWeights · NonStationarityDetector
│   ├── mutation/      # AST substrate · SandboxTournament · CodeIntelModel
│   ├── sandbox/       # Ephemeral container execution
│   ├── seed_cel_injector.py    # Phase 76 — seed → CEL advisory wire
│   ├── seed_proposal_bridge.py # Phase 74 — seed → ProposalRequest bridge
│   └── seed_review.py          # Phase 73 — human-governed seed review
├── security/          # Cryovant — auth · key management
├── tests/             # 451 files · 4,624 passing
├── governance/        # Constitutional rules · federation keys · attestations
├── artifacts/         # Per-phase evidence (immutable after close)
├── ui/                # Aponi governance console
│   └── aponi/         # innovations_panel.js · Phase 73/74/75 seed UI
├── android/           # F-Droid · Obtainium · GitHub Releases · PWA
├── QUICKSTART.md
├── AGENTS.md          # ADAAD / DEVADAAD build agent protocol
├── ROADMAP.md
└── docs/CONSTITUTION.md   # The 23 rules — root of all authority

FAQ

Is ADAAD safe to run on a production codebase?
Start with ADAAD_SANDBOX_ONLY=true ADAAD_ENV=dev. The full 14-step CEL executes with zero writes. When ready, use Tier 2 (sandbox paths) for first live runs. Tier 0 (production runtime) requires human sign-off. TIER0-SELF-0: core modules cannot be self-mutated under any condition.
What is Class A vs Class B?
GovernanceGateV2 classifies by AST complexity delta. Class A (delta ≤ +2): auto-approved if all other rules pass. Class B (delta > +2): requires an exception token and a HUMAN-0 co-sign. Complex mutations escalate — they don't get blocked, they get governed with extra scrutiny.
ADAAD vs DEVADAAD?
Both are trigger tokens for the governed build agent in AGENTS.md. ADAAD builds and stages for review — no merge. DEVADAAD adds operator-authorized merge. All 23 constitutional rules apply identically. The first word of the prompt must be DEVADAAD exactly.
What changed in v9.11.0 (Phase 76)?
Phase 76 wired approved seed ProposalRequest objects into CEL Step 4 as advisory signals. New: runtime/seed_cel_injector.py · inject_seed_proposal_into_context() · resolve_step4_request() · POST /innovations/seeds/promoted/{id}/inject. Four new invariants: SEED-CEL-0, SEED-CEL-HUMAN-0, SEED-CEL-DETERM-0, SEED-CEL-AUDIT-0. 14 new tests. Zero regressions. Seed remains advisory — no mutation without GovernanceGate + HUMAN-0.
What is the Innovations Pipeline?
Phases 69–75 built a governed pathway for human-sourced ideas (seeds) to enter the constitutional evolution loop. Seeds flow: ingest → score → promote → human review (audit:write scope) → proposal bridge → CEL Step 4 advisory injection. Every step writes to the lineage ledger before any state mutation. All seed invariants are enforced. A seed cannot become a mutation without full GovernanceGate + HUMAN-0 approval.
What changed in v9.1.0 through v9.9.0?
Version Phase Key change
v9.1.0 66 WeightAdaptor telemetry · LineageLedgerV2 invariants · LLM failover contract · Ed25519 key ceremony
v9.2.0 67 Operator-gated deployment scope · governance contracts
v9.3.0 68 LLM failover governance · provider health monitoring
v9.4.0 69 Innovations ingestion router · seed scoring framework
v9.5.0 70 Innovation scoring · POST /innovations/seeds pipeline
v9.6.0 71 Seed promotion queue · SEED-PROMO-0 invariant
v9.7.0 72 Graduated seed tracking · promotion lifecycle ledger
v9.8.0 73 Human-governed seed review · audit:write scope · Aponi review panel
v9.9.0 74 Seed-to-Proposal Bridge · deterministic cycle_id · SEED-PROP-0
v9.11.0 75 Seed CEL injection · resolve_step4_request() · SEED-CEL-AUDIT-0

What ADAAD Is Not

Not a general-purpose LLM coding assistant. Not an unattended auto-merge system. Not a CI/CD replacement. Not a model training framework. Not a tool where the human is the safety layer.

It is a governed code evolution engine. Safety is structural. The GovernanceGate is not a guardrail — it is the only path through. GOV-SOLE-0. Architectural. Not configurable.

License

Source code: Apache License 2.0 — free forever. Brand assets: Proprietary — see BRAND_LICENSE.md. Trademarks: "InnovativeAI", "ADAAD", "Aponi", "Cryovant" — InnovativeAI LLC.

Built by Dustin L. Reid, InnovativeAI LLC — Blackwell, Oklahoma.

Architect, Dream, and Beast

⚡ Quickstart  ·  📜 Constitution  ·  🗺 Roadmap  ·  🤖 Agents  ·  🐛 Issues  ·  🤝 Contributing  ·  📱 Android  ·  📋 Changelog


ledger constitution evolved invariants tests phases free


ADAAD v9.11.0  ·  Phase 76  ·  Apache 2.0  ·  InnovativeAI LLC  ·  Blackwell, Oklahoma  ·  github.com/InnovativeAI-adaad/ADAAD

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  • Download URL: adaad-9.11.0-py3-none-any.whl
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  • Size: 1.0 MB
  • Tags: Python 3
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  • Uploaded via: twine/6.2.0 CPython/3.10.12

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