---
title: Architecture
description: "cdkd's layered architecture — CDK synthesis, asset publishing, analysis, state, and SDK/Cloud Control provisioning — with deploy flows and design principles."
---

# cdkd Architecture Documentation

## Overview

**cdkd** (CDK Direct) is a tool that deploys AWS CDK applications directly without going through CloudFormation. It orchestrates CDK app synthesis (via subprocess execution) and implements its own asset publishing pipeline, then uses SDK Providers (preferred for performance) and Cloud Control API (fallback) for fast deployments.

## Architecture Diagram

```
┌─────────────────────────────────────────────────────────────────┐
│                         CLI Layer                               │
│  (src/cli/)                                                     │
│  - commands/: deploy, diff, destroy, synth, bootstrap          │
│  - options.ts: CLI option definitions                          │
└───────────────────────────┬─────────────────────────────────────┘
                            │
┌───────────────────────────▼─────────────────────────────────────┐
│                    Synthesis Layer                              │
│  (src/synthesis/)                                               │
│  - app-executor.ts: CDK app execution via child_process        │
│  - assembly-reader.ts: manifest.json/template parser           │
│  - synthesizer.ts: Context provider loop orchestrator          │
│  - context-store.ts: cdk.context.json read/write               │
│  - context-provider-registry.ts: Context provider registry     │
│  - context-providers/: Missing context resolution providers    │
└───────────────────────────┬─────────────────────────────────────┘
                            │
                 ┌──────────┴──────────┐
                 │                     │
┌────────────────▼──────┐   ┌─────────▼────────────────────────────┐
│    Assets Layer       │   │      Analysis Layer                  │
│  (src/assets/)        │   │  (src/analyzer/)                     │
│  - file-asset-        │   │  - template-parser.ts: Template parsing│
│    publisher.ts       │   │  - dag-builder.ts: Dependency graph  │
│  - docker-asset-      │   │  - diff-calculator.ts: Diff calculation│
│    publisher.ts       │   │  - intrinsic-function-resolver.ts    │
│  - asset-publisher.ts │   │                                      │
│    (orchestrator)     │   │                                      │
└───────────────────────┘   └──────────┬───────────────────────────┘
                                       │
                            ┌──────────┴──────────┐
                            │                     │
┌───────────────────────────▼─────┐   ┌──────────▼──────────────────┐
│       State Layer               │   │   Deployment Layer          │
│  (src/state/)                   │   │  (src/deployment/)          │
│  - s3-state-backend.ts          │   │  - deploy-engine.ts         │
│  - lock-manager.ts              │   │  - intrinsic-function-      │
│  - State schema (types/state.ts)│   │    resolver.ts              │
└─────────────────────────────────┘   └──────────┬──────────────────┘
                                                 │
                                      ┌──────────▼──────────────────┐
                                      │   Provisioning Layer        │
                                      │  (src/provisioning/)        │
                                      │  - provider-registry.ts     │
                                      │  - cloud-control-provider.ts│
                                      │  - providers/:              │
                                      │    - See src/provisioning/  │
                                      │      providers/ for full    │
                                      │      list                   │
                                      │  - json-patch-generator.ts  │
                                      └─────────────────────────────┘
```

## Layer Details

### 1. CLI Layer (`src/cli/`)

**Responsibilities**: User interface, command-line argument processing

**Main Components**:

- `commands/deploy.ts`: Deploy command implementation
- `commands/diff.ts`: Diff display command implementation
- `commands/destroy.ts`: Resource deletion command implementation
- `commands/synth.ts`: Synthesis only execution
- `commands/bootstrap.ts`: State bucket initialization
- `options.ts`: Common CLI option definitions
- `config-loader.ts`: Config resolution (cdk.json, env vars for `--app` and `--state-bucket`)

**Design Pattern**: Command pattern

**Entry Point**: `src/cli/index.ts`

### 2. Synthesis Layer (`src/synthesis/`)

**Responsibilities**: CDK application execution, CloudFormation template generation, context provider resolution

cdkd orchestrates CDK app synthesis without external CDK toolkit dependencies. The CDK app itself (aws-cdk-lib) generates the CloudFormation template — cdkd's role is to execute the app as a child process, read the resulting cloud assembly output, and handle context provider resolution through an iterative loop.

**Main Components**:

#### `app-executor.ts` - AppExecutor

Executes the CDK app command via `child_process.spawn()` with the following environment variables:

- `CDK_OUTDIR`: Output directory for synthesized templates (e.g., `cdk.out`)
- `CDK_CONTEXT_JSON`: Serialized JSON context (includes cached context from `cdk.context.json`)
- `CDK_DEFAULT_REGION`: AWS region
- `CDK_DEFAULT_ACCOUNT`: AWS account ID

#### `assembly-reader.ts` - AssemblyReader

Reads the cloud assembly output directly from the `cdk.out/` directory:

- Parses `manifest.json` to discover stack artifacts and asset manifests
- Extracts CloudFormation templates (`{StackName}.template.json`)
- Extracts asset manifests (`{StackName}.assets.json`)
- Resolves artifact dependencies and metadata
- Collects CDK annotation messages (`Annotations.addError` / `addWarning` /
  `addInfo`) per stack via `stack-messages.ts` — from both the inline
  `manifest.json` `metadata` field and the `{artifactId}.metadata.json` side
  file (`additionalMetadataFile`) written by current aws-cdk-lib. `synth` and
  `deploy` print warnings/infos and refuse to proceed when a selected stack
  carries an error annotation (CDK CLI `Found errors` parity, issue #1228)

#### `synthesizer.ts` - Synthesizer

Orchestrates the context provider loop:

```
1. Execute CDK app (AppExecutor)
   ↓
2. Read cloud assembly (AssemblyReader)
   ↓
3. Check for missing context in manifest
   ↓  (if missing context found)
4. Resolve missing context via ContextProviderRegistry
   ↓
5. Save resolved context to cdk.context.json (ContextStore)
   ↓
6. Re-execute CDK app with updated context → go to step 1
   ↓  (if no missing context)
7. Return final assembly with stacks and asset manifests
```

This iterative loop mirrors the behavior of the CDK CLI: when a CDK app encounters a construct that requires runtime context (e.g., `Vpc.fromLookup()`), it records the missing context key and exits. The synthesizer detects these missing keys, resolves them via AWS SDK calls, caches the results, and re-runs synthesis until all context is satisfied.

**Context Merge Order** (later wins):

1. CDK defaults (`aws:cdk:enable-path-metadata`, `aws:cdk:enable-asset-metadata`, `aws:cdk:version-reporting`, `aws:cdk:bundling-stacks`)
2. `~/.cdk.json` "context" field (user-level defaults)
3. `cdk.json` "context" field (project-level settings)
4. `cdk.context.json` (cached lookup results, reloaded each iteration)
5. CLI `-c key=value` (highest priority)

#### `context-store.ts` - ContextStore

Reads and writes `cdk.context.json` for context caching. This file persists resolved context values across synthesis runs, avoiding redundant AWS API calls.

#### `context-provider-registry.ts` - ContextProviderRegistry

Registry of context providers that resolve missing context during synthesis. Each provider handles a specific context type.

**Built-in Context Providers** (`context-providers/`):

All CDK context provider types are supported. See `src/synthesis/context-providers/` for the full list of implementations.

**Synthesis Flow**:

```
1. User CDK App (--app option, CDKD_APP env var, or cdk.json "app" field)
   ↓
2. AppExecutor.execute() via child_process.spawn()
   ↓  (with CDK_OUTDIR, CDK_CONTEXT_JSON, CDK_DEFAULT_REGION/ACCOUNT env vars)
3. Output to cdk.out/ directory
   - manifest.json
   - {StackName}.template.json
   - {StackName}.assets.json
   ↓
4. AssemblyReader parses manifest.json
   ↓
5. Check for missing context → resolve via providers → re-synthesize if needed
   ↓
6. Return final assembly with stacks and asset manifests
```

### 3. Assets Layer (`src/assets/`)

**Responsibilities**: Publish assets like Lambda code, Docker images to S3/ECR

cdkd implements its own asset publishing without external dependencies.

**Main Components**:

#### `file-asset-publisher.ts` - FileAssetPublisher

Publishes file assets (Lambda code packages, etc.) to S3:

- Checks for existing assets via `HeadObject` (skips if already published)
- Supports ZIP packaging for directory assets
- Uploads to the CDK asset bucket

#### `docker-asset-publisher.ts` - DockerAssetPublisher

Publishes Docker image assets to ECR:

- Authenticates with ECR via `GetAuthorizationToken`, then `docker login`. The
  login is cached per registry (`<accountId>.dkr.ecr.<region>.<urlSuffix>`,
  the suffix derived from the region so `aws-cn` / `us-iso*` registries resolve
  — issue #1745)
  for the process lifetime, so a repeat publish to the same registry skips the
  `GetAuthorizationToken` call and the `docker login` subprocess (mirrors
  `cdk-assets`; ECR tokens are valid ~12h and a deploy process is short-lived).
  Keyed per registry so cross-account / cross-region assets each log in once.
- Builds Docker images from source
- Tags and pushes images to the ECR repository

#### `asset-publisher.ts` - AssetPublisher

Orchestrator that reads asset manifests and delegates to the appropriate publisher (file or Docker) based on asset type. Used by standalone `publish-assets` command. For `deploy`, the `WorkGraph` DAG manages individual asset nodes directly.

#### `asset-storage.ts` + `asset-redirect.ts` - cdkd-owned asset storage (issue #1002)

`asset-storage.ts` owns the storage naming, the per-region bootstrap marker
(`s3://{stateBucket}/cdkd-bootstrap/{region}.json`, written by
`cdkd bootstrap`), and the deploy-time `AssetModeResolver` (marker absent →
legacy mode, byte-identical to pre-#1002; present → cdkd-assets mode).
`asset-redirect.ts` owns what happens in cdkd-assets mode: the
destination-driven mapping table built from the stack's `*.assets.json`
(only default-bootstrap-shaped destinations for the deploy account+region
are redirected — user-chosen storage and cross-region destinations stay
verbatim), the boundary-aware template rewrite (plain strings, `Fn::Sub`
template strings, and folded pseudo-parameter-only `Fn::Join` runs), the
post-resolution audit the deploy engine runs on every resolved resource
(any surviving CDK-bootstrap reference fails the resource loudly), and the
publish-time destination redirection the publishers consume — the SAME
table feeds both sides so they cannot diverge. Applied by `deploy` (incl.
nested-child templates via `NestedStackProvider`), `diff` (incl.
`--recursive` children), `import` (incl. the recursive CFn-migration walk),
and `publish-assets`; `synth` / `export` stay unrewritten by design.

**Asset Types**:

- **File Assets**: Lambda code zip, CloudFormation templates
- **Docker Image Assets**: Container image publishing to ECR

**Publish Destinations**:

- Legacy mode (no bootstrap marker for the region — bootstrapped by
  cdkd < 0.232.0 or with `--no-assets`): S3
  `cdk-hnb659fds-assets-${AccountId}-${Region}/`,
  ECR `cdk-hnb659fds-container-assets-${AccountId}-${Region}`
- cdkd-assets mode (region opted in via `cdkd bootstrap`): S3
  `cdkd-assets-${AccountId}-${Region}/`, ECR
  `cdkd-container-assets-${AccountId}-${Region}` — out of `cdk gc`'s reach

### 4. Analysis Layer (`src/analyzer/`)

**Responsibilities**: Template analysis, dependency analysis, diff calculation

**Main Components**:

#### `template-parser.ts`

Parses CloudFormation templates and extracts resource information

```typescript
parseTemplate(template: CloudFormationTemplate): ParsedResource[]
```

#### `dag-builder.ts`

Analyzes dependencies between resources and builds a DAG (Directed Acyclic Graph)

```typescript
buildDAG(resources: ParsedResource[]): ResourceDAG
```

**Dependency Detection**:

- `DependsOn` attribute
- `Ref` function (`{ "Ref": "LogicalId" }`)
- `Fn::GetAtt` function (`{ "Fn::GetAtt": ["LogicalId", "Attribute"] }`)
- **Implicit edges for Custom Resources**: `AWS::IAM::Policy` / `AWS::IAM::RolePolicy` / `AWS::IAM::ManagedPolicy` resources attached to a Custom Resource's ServiceToken Lambda execution role get an automatic edge to the Custom Resource itself, so the handler can't be invoked before the inline policy attachment has returned (avoids AccessDenied during deploy)
- **Implicit edges for Lambda VpcConfig**: every `AWS::EC2::Subnet` / `AWS::EC2::SecurityGroup` referenced by an `AWS::Lambda::Function` `VpcConfig.SubnetIds` / `SecurityGroupIds` gets an explicit edge to the Lambda. For DELETE-time reverse traversal this guarantees the Lambda is removed before its Subnets/SGs so the asynchronous ENI detach has time to complete before EC2 rejects the subnet/SG delete with `DependencyViolation`. Implemented via `extractLambdaVpcDeleteDeps` in `src/analyzer/lambda-vpc-deps.ts`.

**Determining Parallel Execution Levels**:

```
Level 0: Resources without dependencies (S3 Bucket, DynamoDB Table)
Level 1: Depends on Level 0 (IAM Role)
Level 2: Depends on Level 1 (Lambda Function)
```

#### `diff-calculator.ts`

Compares current state (S3) with template and calculates changes

```typescript
async calculateDiff(
  currentState: StackState,
  template: CloudFormationTemplate,
  resolveFn?: IntrinsicResolveFn
): Promise<Map<string, ResourceChange>>
```

**Diff Types**:

- `CREATE`: New resource
- `UPDATE`: Property change
- `DELETE`: Resource deletion
- `NO_CHANGE`: No change

**Comparison Behavior**:

- **Intrinsic function handling**: State stores resolved values while templates hold unresolved intrinsics. When a `resolveFn` is supplied (always the case from `deploy`/`diff`), desired properties are resolved against current state before comparison, so changes buried inside an intrinsic (e.g. a literal like `-value` → `-value2` inside `Fn::Join`) are detected. If resolution throws for a particular value (e.g. `Ref` to a not-yet-created resource), that value falls back to the legacy "treat intrinsic as equal" behavior so CREATE-time diffs don't fail. When no `resolveFn` is supplied, intrinsics are detected per-value and treated as equal to the old resolved value.
- **AWS default key filtering**: AWS APIs often return additional properties not present in the template (e.g., `IncludeCookies: false`, `Enabled: true`). During comparison, only keys present in the template (new) side are compared; extra keys in the state (old) side are ignored as AWS-added defaults.
- **Resource-level `Condition:` exclusion** (issue #840): CloudFormation does not strip condition-gated resources at synth time — CDK emits a resource carrying a `Condition:` key into `Resources` regardless of the condition's value, and the deploy engine excludes it when the condition evaluates false. After evaluating the `Conditions` section (used for `Fn::If` resolution) the deploy engine prunes every resource whose `Condition:` key resolved to `false` via `TemplateParser.filterResourcesByCondition`, so the whole downstream pipeline (type/property validation, DAG build, diff) sees the CFn-effective resource set. A condition-false resource is therefore never created, and one that exists in prior state but whose condition flipped `true → false` on a redeploy falls through the diff's "present in state, absent from the desired template → DELETE" path — exactly as CloudFormation removes it. A resource whose `Condition:` names an unevaluated/unknown condition is kept (treated as present rather than silently dropped). **Outputs get the same treatment** (issue #1028): an `Outputs` entry carrying a `Condition:` key that evaluated false is skipped silently by `resolveOutputs` — not resolved, not warned about, not persisted to state, not published as an export — mirroring CloudFormation, which never creates a condition-false output. **The standalone `cdkd diff` command mirrors this preprocessing too** (issue #1027): `computeStackDiff` binds template `Parameters` defaults, evaluates `Conditions`, and prunes condition-false resources best-effort before diffing, so a raw CloudFormation template (e.g. ingested via CDK's `CfnInclude`) gets the same parameter/condition-resolved comparison from `cdkd diff` that `cdkd deploy` performs — no phantom `to create` for condition-false resources and no spurious `[requires replacement]` from comparing an unresolved intrinsic against its resolved prior value.
- **Replacement detection (immutable / createOnly properties)**: a property change is classified as a replacement (`requiresReplacement: true` → DELETE+CREATE, matching CloudFormation's "Update requires: Replacement") two ways. First, the hand-authored `ReplacementRulesRegistry` (`src/analyzer/replacement-rules.ts`) lists the immutable / updateable / conditional properties for ~25 common types. Second — for any property the registry does NOT explicitly classify — the diff falls back to the type's CFn **registry schema** `createOnlyProperties`, resolved at diff time via `cloudformation:DescribeType` (`src/provisioning/create-only-properties.ts`, cached per type for the run, graceful-degradation to the registry-only behavior if the lookup fails / lacks IAM permission). The fallback only fills the gap (`ReplacementRulesRegistry.isClassified` guards it) so a deliberate `updateableProperties` decision is never overridden, but it means an immutable change on ANY type — not just the ~25 with a rule — is now correctly shown as a replacement by `cdkd diff` instead of mis-classified as an in-place UPDATE. The deploy engine applies the **stateful-replacement guard** to this property-driven path: a replacement of a stateful type (RDS / EFS / Secret / SSM Parameter / Kinesis / S3-with-data / etc., per `STATEFUL_TYPES`) requires `--force-stateful-recreation` (it throws `STATEFUL_REPLACE_BLOCKED` otherwise), the same protection the `--replace` / `--recreate-via-*` flags carry — so a template immutable-property change can no longer silently DELETE+CREATE a stateful resource's data without confirmation.
- **Replacement propagation to dependents** (issue #807): after per-resource diffs are computed, the calculator walks reverse reference edges (`Ref` / `Fn::GetAtt` / `Fn::Sub` and intrinsics nesting them) from every resource whose `propertyChanges` include `requiresReplacement: true` and promotes transitive `NO_CHANGE` dependents to `UPDATE` — mirroring CloudFormation's new-physical-ID propagation (e.g. an `AWS::ECS::Service` whose only "change" is the `Ref` to a replaced `AWS::ECS::TaskDefinition` revision still gets `UpdateService`). Each promoted referencing property is re-evaluated against the replacement rules, so a promoted dependent whose referencing property is itself immutable becomes a replacement seed for *its* dependents in turn. The synthetic change's `requiresReplacement` is evaluated with `undefined` old/new values: the referencing property's template value did not actually change (only its resolved physical ID / ARN will), so unconditional `replacementProperties` (which match on the property name) still fire while `conditionalReplacements` are not fed a phantom resolved-string → unresolved-intrinsic delta that would spuriously report "changed". Promotion is safe even when speculative: the deploy engine re-resolves the promoted resource's properties against the in-flight state map (which by DAG order already carries the dependency's new physical ID) and skips the provider call when nothing actually changed. Each synthetic change carries `replacementPropagated: true` so `cdkd diff` annotates the property line `[replacement propagated]` — the apparent old-value → `{Ref}` delta in the display reads as a propagated replacement, not a literal value edit.
- **Diff display**: When showing property changes, only the actually changed sub-properties are displayed. Unchanged sibling values and intrinsic-containing values are stripped from the output to reduce noise.

#### `outputs-diff.ts`

`diff-calculator.ts` compares `Resources` only. The template's `Outputs`
section is compared separately by `outputs-diff.ts`, called from
`computeStackDiff` in `src/cli/commands/diff-recursive.ts` (issue
[#1921](https://github.com/go-to-k/cdkd/issues/1921)).

This exists because an **Outputs-only** change — one whose `Resources` section
is byte-identical — is a real change the deploy performs: `cdkd deploy` persists
it and republishes the exports index (issue #875, see the no-change branch of
`deploy-engine.ts`). Without the preview half, such a stack printed
`No changes detected` and `cdkd diff --fail` exited `0` while the apply did
write new outputs. The motivating chain is a producer that gains an
`Export.Name` because a downstream stack started referencing it: the diff
steered the user away from the very deploy that would let the consumer's
`Fn::ImportValue` resolve. The reverse — an export being REMOVED, which can
break a consumer — was hidden the same way.

- `resolveTemplateOutputs` reproduces the bag shape
  `DeployEngine.resolveOutputs` persists to `StackState.outputs`: a
  condition-false output is skipped (CFn never creates it), and an
  `Export.Name` is stored as a **second key** holding the same value, since
  `Fn::ImportValue` resolves by export name.
- The unresolved detector is deliberately **wider** than the deploy side's
  `v === undefined`, because the diff's best-effort resolver fails in more ways.
  It flags `undefined` (the same signal — `resolve` returns it *without*
  throwing for a constructible-but-unknown attribute such as
  `AWS::DynamoDB::Table.StreamArn`), a symbol (`Ref: AWS::NoValue` selected at
  top level), a surviving intrinsic object, and — only for a value whose raw
  template source actually used `Fn::Sub` — an unsubstituted `${...}` string
  (`resolveSub` keeps the literal placeholder on a genuine miss rather than
  throwing). Each would otherwise be a PERMANENT phantom change on a stack the
  deploy considers clean, with `--fail` exiting 1 forever. The `Fn::Sub` scoping
  matters: applied to every string, the placeholder test would also match an IAM
  policy body's `${aws:username}` or a UserData shell `${VAR}`, and a single such
  key suppresses the whole Outputs section for that stack forever.
- `computeOutputsDiff` compares **bag key by bag key**, which is exactly the
  `outputMapsEqual` predicate the deploy engine gates its persist on, so the
  preview cannot drift from the apply. A partially-resolved bag reports no
  delta at all, mirroring the deploy engine's NO-CHANGE branch declining to
  persist one (its changed-resources branch has no such gate, correctly, since
  by then every resource exists) — and
  nothing is lost, since an output only fails to resolve when it references a
  resource this deploy has yet to CREATE, which the resource side already shows.
  As on the deploy side a suppressed delta is WARNED about, so an absent Outputs
  section never silently conflates "unchanged" with "uncomputable".
- Because this is the first code path that **displays** a stored output value,
  it withholds an `oldValue` that is legacy secret plaintext. Two signals
  identify such a record: the desired side still being a secret-bearing dynamic
  reference (`{{resolve:secretsmanager:` / `{{resolve:ssm-secure:` — a plain
  `{{resolve:ssm:` is excluded, since per issue #1901 it is classified by the
  parameter's type and a `String` parameter is public and legitimately stored
  resolved) while the stored side is not (the condition `cdkd scrub` repairs),
  and the template itself declaring the key's value as a dynamic reference —
  the latter collected for *every* declared output, including condition-skipped
  ones, because those have no desired side at all and would otherwise print in
  full as a `REMOVE` row. A hit on either makes the whole record suspect (it was
  written by a pre-GHSA binary), so the withholding is record-level; the change
  is still reported, only the value is withheld.
- Neither signal reaches an output **deleted** from the template — both are built
  from what the template declares, and a deleted output declares nothing (issue
  [#1948](https://github.com/go-to-k/cdkd/issues/1948)). A third signal answers
  that from the stored bag, and as a *refusal* rather than a detection, because
  it is undecidable there: a stored plaintext is indistinguishable from an
  ordinary string. A stored key present in neither the declared keys (every
  output name plus every literal `Export.Name`) nor the resolved bag has its
  value withheld — gated on the template still proving a secret reference
  *anywhere*, `Resources` included, and exonerated when any stored value is
  itself a secret expression (which proves the last write redacted the whole
  bag, since `resolveOutputs` rewrites every key). This arm withholds per KEY
  rather than record-wide: unlike the two above it concludes only that one key
  is undecidable, not that the record predates redaction. A stack whose only
  secret reference *was* the deleted output leaves nothing to gate on, and
  withholding every `REMOVE` value on every stack would be the worse trade.
  A nested child REMOVED from its parent's template is the same case one level
  up — it diffs against an *empty* template, so nothing is declared and nothing
  is resolved — and it takes the parent's answer, propagated unchanged to a
  deleted grandchild.
- One row the preview cannot decide from the template is a **literal**
  `Export.Name` in a stack that resolves a secret: the deploy refuses such a
  name when it contains a resolved plaintext, and the preview never substitutes
  one. It reads the verdict the apply already recorded (issue
  [#1942](https://github.com/go-to-k/cdkd/issues/1942)): state holding that
  alias key proves a previous deploy published it over the same literal name, so
  the preview publishes the same key with today's value — which is what keeps a
  genuine export change visible instead of suppressing the whole section. An
  absent key records no verdict (a first deploy of the alias, or of the stack)
  and still suppresses.
- It also strips control and bidi characters from template-controlled output /
  export names and rendered values before they reach the terminal — an
  `Export.Name` is a value cdkd *resolved*, so unlike a CFn logical ID it never
  passed a validator. The `--json` payload is left byte-faithful on purpose: it
  is a machine interface where mutating a name a consumer matches on would be a
  correctness regression.

The module is a deliberate SECOND implementation rather than shared code: the
deploy-side block lives in `deploy-engine.ts`, which is in the `integ-broad`
and `integ-destroy` merge-gate scopes. `tests/unit/analyzer/outputs-diff.test.ts`
pays for that trade with an anti-drift fence asserting the three mirrored
deploy-side semantics still hold.

#### `intrinsic-function-resolver.ts`

Resolves CloudFormation intrinsic functions

**Supported Functions**:

- `Ref`: Logical ID → Physical ID / value
- `Fn::GetAtt`: Attribute reference (e.g., `BucketName`, `Arn`)
- `Fn::Join`: String concatenation
- `Fn::Sub`: Template string substitution
- `Fn::Select`, `Fn::Split`: List and string operations
- `Fn::If`, `Fn::Equals`: Conditional evaluation
- `Fn::And`, `Fn::Or`, `Fn::Not`: Logical operators for Conditions
- `Fn::ImportValue`: Cross-stack references (cdkd state first, then a CloudFormation `ListExports` fallback for CFn-managed producers — issue #1697; disable with `--no-cfn-fallback`)
- `Fn::GetStackOutput`: Cross-stack / cross-region output reference (cdkd state first, then a same-account CloudFormation `DescribeStacks` fallback — issue #1697; cross-account via `RoleArn` reads the producer account's cdkd state, no CFn fallback)
- `Fn::FindInMap`: Mapping lookup
- `Fn::GetAZs`: Availability Zone list
- `Fn::Base64`: Base64 encoding

All CloudFormation intrinsic functions are now supported.

### 5. State Layer (`src/state/`)

**Responsibilities**: State persistence, mutual exclusion control

#### `s3-state-backend.ts`

State management with S3 as backend

**State Structure**:

```
s3://{STATE_BUCKET}/{STATE_PREFIX}/
  └── {StackName}/
      ├── lock.json      # Exclusive lock
      └── state.json     # Resource state
```

**Main Methods**:

```typescript
interface S3StateBackend {
  getState(stackName: string): Promise<StackState | null>
  saveState(stackName: string, state: StackState): Promise<void>
  deleteState(stackName: string): Promise<void>
  listStacks(): Promise<string[]>
}
```

**State Schema** (`types/state.ts`) — abbreviated; the full current-version
shape (v8, incl. `region` / `imports` / `outputReads` / the nested-stack parent
links) is in [state-management.md](state-management.md#state-schema):

```typescript
interface StackState {
  version: number
  stackName: string
  resources: Record<string, ResourceState>
  outputs: Record<string, unknown>  // resolved Output values, NOT coerced to string
  lastModified: number
}

interface ResourceState {
  physicalId: string          // AWS physical ID (arn:aws:...)
  resourceType: string        // AWS::Lambda::Function
  properties: Record<string, any>
  attributes: Record<string, any>  // For Fn::GetAtt
  dependencies: string[]      // For deletion order
}
```

#### `lock-manager.ts`

Optimistic locking using S3 Conditional Writes

**Locking Method**:

- **Acquire**: `PutObject` with `If-None-Match: *` (create only if doesn't exist)
- **Release**: `DeleteObject` with `If-Match: {ETag}` (delete only if ETag matches)

**Timeout**: Default 5 minutes (configurable)

**Lock Schema**:

```typescript
interface LockInfo {
  lockId: string       // UUID
  timestamp: number    // Unix timestamp
  owner: string        // Process identifier
}
```

### 6. Deployment Layer (`src/deployment/`)

**Responsibilities**: Deployment execution control, intrinsic function resolution, work graph orchestration

#### `work-graph.ts` - WorkGraph

DAG-based orchestrator for asset publishing and stack deployment. Each asset and stack deploy is a node with typed dependencies.

**Node Types**:

| Type | Concurrency | Description |
| --- | --- | --- |
| `asset-build` | 4 (default) | Docker image build (CPU/memory bound) |
| `asset-publish` | 8 (default) | S3 file upload or ECR push (I/O bound) |
| `stack` | 4 (default) | Stack deployment via DeployEngine |

**Dependencies**:
- File assets: `asset-publish → stack`
- Docker assets: `asset-build → asset-publish → stack`
- Inter-stack: `stack → stack` (CDK dependency order)

**Algorithm**: Lazy ready-pool evaluation — nodes become ready when all dependencies are completed. Per-type concurrency limits, failure propagation (downstream nodes skipped), deadlock detection.

#### `deploy-engine.ts`

Main deployment engine

**Deployment Flow**:

```typescript
async deploy(options: DeployOptions): Promise<void> {
  1. Acquire lock
  2. Get current state
  3. Publish assets (can skip with --skip-assets)
  4. Parse template
  5. Build DAG
  6. Calculate diff
  7. Display execution plan
  8. Exit here if --dry-run
  9. Execute via event-driven DAG dispatch
     - CREATE: Create resource via provider
     - UPDATE: Generate JSON Patch → Provider update
     - DELETE: Delete in reverse dependency order
  10. Resolve Outputs
  11. Save state
  12. Release lock
}
```

**Event-driven Execution**:

Each resource is dispatched as soon as ALL of its own dependencies complete —
it does not wait for unrelated siblings in the same DAG level to finish.
A bounded concurrency limit (`--concurrency`, default 10) caps the number of
in-flight provisioning operations.

```typescript
const executor = new DagExecutor();
for (const id of createUpdateIds) {
  executor.add({
    id,
    dependencies: new Set(dagBuilder.getDirectDependencies(dag, id)),
    state: 'pending',
    data: changes.get(id),
  });
}
await executor.execute(concurrency, async (node) => {
  await this.provisionResource(node.id, node.data);
});
```

**Error Handling**:

- Catch errors per resource
- Continue with other resources even if some fail
- Save only successful resources to state

#### `intrinsic-function-resolver.ts`

Intrinsic function resolution (shared with Analysis Layer)

**Resolution Context**:

```typescript
interface ResolutionContext {
  resources: Record<string, ResourceState>  // From state
  pseudoParameters: Record<string, string>  // AWS::AccountId, etc.
}
```

**Pseudo Parameters**:

- `AWS::AccountId`: Retrieved from STS `GetCallerIdentity`
- `AWS::Region`: From CLI options, CANONICALIZED (issue
  [#1882](https://github.com/go-to-k/cdkd/issues/1882)) — folded to lower
  case at its source so a user `Fn::Sub` cannot inherit a spelling AWS
  itself refuses; SigV4 compares a credential's region scope
  case-sensitively, so a non-canonical region never reaches CloudFormation
- `AWS::Partition`: Derived from the region (`aws` / `aws-cn` / `aws-us-gov` /
  `aws-iso` / `aws-iso-b` / `aws-iso-e` / `aws-iso-f` / `aws-eusc`) via
  `derivePartitionAndUrlSuffix` — issues #1730 / #1764
- `AWS::StackId`: Generated unique identifier (partition-aware)
- `AWS::StackName`: From stack configuration
- `AWS::URLSuffix`: Derived from the region (`amazonaws.com` /
  `amazonaws.com.cn` / `c2s.ic.gov` / `sc2s.sgov.gov` / `cloud.adc-e.uk` /
  `csp.hci.ic.gov` / `amazonaws.eu`) — issues #1730 / #1764
- `AWS::NoValue`: For conditional property omission

### 7. Provisioning Layer (`src/provisioning/`)

**Responsibilities**: AWS resource creation, update, deletion

#### Architecture Pattern: Strategy + Registry

**Provider Registry** (`provider-registry.ts`):

```typescript
class ProviderRegistry {
  private providers: Map<string, ResourceProvider>

  register(resourceType: string, provider: ResourceProvider): void
  getProvider(resourceType: string): ResourceProvider
}
```

**Provider Interface**:

```typescript
interface ResourceProvider {
  create(logicalId: string, resourceType: string, properties: Record<string, unknown>, context?: CreateContext): Promise<ResourceCreateResult>
  update(logicalId: string, physicalId: string, resourceType: string, properties: Record<string, unknown>, previousProperties: Record<string, unknown>, context?: UpdateContext): Promise<ResourceUpdateResult>
  delete(logicalId: string, physicalId: string, resourceType: string, properties?: Record<string, unknown>, context?: DeleteContext): Promise<void | ResourceDeleteResult>
  getAttribute(physicalId: string, resourceType: string, attributeName: string): Promise<unknown>
}
```

#### Cloud Control Provider (`cloud-control-provider.ts`)

**Fallback Provider**: Handles resource types without a registered SDK Provider (async polling)

**AWS API**:

- `CreateResource`
- `UpdateResource`
- `DeleteResource`
- `GetResource`

**Update Method**: JSON Patch (RFC 6902)

```typescript
// json-patch-generator.ts
generatePatch(oldProps: any, newProps: any): JSONPatchOperation[]
```

Write-only properties (per the type's registry schema `writeOnlyProperties`,
resolved via `cloudformation:DescribeType` and cached per type) are stripped
from the previous-properties side before patch generation, so the patch
always carries `add` ops for write-only properties present in the desired
properties. Cloud Control applies patches read-modify-write and read handlers
cannot return write-only properties, so any write-only property absent from
the patch would be dropped from the desired state on every UPDATE (issue #809;
e.g. `AWS::ECS::Service.VolumeConfigurations`). If `DescribeType` is
unavailable (missing permission, throttling), cdkd warns and falls back to
the minimal patch.

**Limitations**:

- Some resources not supported by Cloud Control API
- Some properties require replacement when updated

#### SDK Providers (`providers/`)

**Preferred Providers**: SDK Providers make direct synchronous API calls with no polling overhead, making them significantly faster than Cloud Control API.

**Implemented Providers**: IAM, S3, SQS, SNS, Lambda, DynamoDB, CloudWatch, Secrets Manager, SSM, EventBridge, EC2 (VPC/Subnet/SecurityGroup etc.), API Gateway, CloudFront, StepFunctions, ECS, ELBv2, RDS, Route53, WAFv2, Cognito, BedrockAgentCore, Custom Resources. See `src/provisioning/providers/` and [supported-resources.md](./supported-resources.md) for the full list.

**How to Add Providers**: See [provider-development.md](./provider-development.md)

### 8. Utilities (`src/utils/`)

**logger.ts**: Winston-based logging

```typescript
logger.info('message')
logger.debug('verbose message')  // Shown with --verbose
logger.error('error', error)
```

**error-handler.ts**: Error classification and handling

```typescript
handleProvisioningError(error: Error, resource: Resource): void
```

**aws-clients.ts**: AWS SDK v3 client management

```typescript
getClient<T>(ClientClass: new (...) => T, region: string): T
```

## Deployment Flow Details

### 1. Initial Deployment (CREATE)

```
┌─────────────┐
│ User        │
│ $ cdkd      │
│   deploy    │
└──────┬──────┘
       │
       ▼
┌─────────────────┐
│ CLI Layer       │
│ config-loader   │  --app (or CDKD_APP / cdk.json), --state-bucket (or env/cdk.json)
└────────┬────────┘
         │
         ▼
┌─────────────────────────┐
│ Synthesis Layer         │
│ AppExecutor             │  Execute CDK app via child_process.spawn()
│ AssemblyReader          │  Parse manifest.json from cdk.out/
│ Synthesizer             │  Context provider loop (resolve missing context)
└────────┬────────────────┘
         │
         │  (per stack, pipelined)
         ▼
┌─────────────────────────┐
│ Assets Layer            │
│ - Publish to S3/ECR     │  File: 8 concurrent, Docker: 4 concurrent
│ - Skip if exists        │
└────────┬────────────────┘
         │
         ▼
┌─────────────────────────┐
│ State Layer             │
│ - Lock Acquire          │
│ - Get State (null)      │
└────────┬────────────────┘
         │
         ▼
┌─────────────────────────┐
│ Analysis Layer          │
│ - Template Parse        │
│ - DAG Build             │
│ - Diff Calc (all CREATE)│
└────────┬────────────────┘
                  │
                  ▼
         ┌─────────────────────────┐
         │ Deployment Layer        │
         │ - Deploy Engine         │
         │ - Execute by Levels     │
         └────────┬────────────────┘
                  │
         ┌────────┴─────────┐
         │                  │
         ▼                  ▼
┌─────────────────┐  ┌──────────────────┐
│ SDK Providers   │  │ Cloud Control    │
│ (preferred)     │  │ Provider         │
│ - S3, Lambda    │  │ (fallback)       │
│ - IAM, DynamoDB │  │ - Many types     │
│ - SQS, SNS, etc│  │ - Async polling  │
└────────┬────────┘  └──────────────────┘
         │
         │
         ▼
┌─────────────────────────┐
│ State Layer             │
│ - Resolve Outputs       │
│ - Save State            │
│ - Release Lock          │
└─────────────────────────┘
```

### 2. Update Deployment (UPDATE)

```
... (Same until Synthesis)
         │
         ▼
┌──────────────────┐
│ Analysis Layer   │
│ - Diff Calc      │
│   Current State  │
│   vs Template    │
│   → UPDATE       │
└────────┬─────────┘
         │
         ▼
┌──────────────────────────┐
│ Provisioning Layer       │
│ - JSON Patch Generator   │
│   oldProps → newProps    │
│ - Cloud Control API      │
│   UpdateResource()       │
└──────────────────────────┘
```

### 3. Deletion (DESTROY)

```
┌─────────────┐
│ User        │
│ $ cdkd      │
│   destroy   │
└──────┬──────┘
       │
       ▼
┌─────────────────┐
│ CLI Layer       │
│ destroy.ts      │  <stackName>, --app, --force, --all (synth-based)
└────────┬────────┘
         │
         ▼
┌─────────────────────────┐
│ State Layer             │
│ - Get State             │
│ - Rebuild DAG from      │
│   state.dependencies    │
│ - Apply implicit type-  │
│   based delete deps     │
│   (analyzer/implicit-   │
│    delete-deps.ts)      │
└────────┬────────────────┘
         │
         ▼
┌─────────────────────────┐
│ Deployment Layer        │
│ - Reverse Topology Sort │
│   (delete in reverse)   │
└────────┬────────────────┘
         │
         ▼
┌─────────────────────────┐
│ Provisioning Layer      │
│ - Provider.delete()     │
│   Execute in reverse    │
│   dependency order      │
└─────────────────────────┘
```

### 4. Context Provider Resolution Loop

```
┌───────────────────────┐
│ Synthesizer           │
│ synthesize()          │
└──────────┬────────────┘
           │
           ▼
┌───────────────────────┐
│ AppExecutor           │
│ spawn(cdkApp)         │◄──────────────────────┐
│ env: CDK_OUTDIR,      │                       │
│   CDK_CONTEXT_JSON,   │                       │
│   CDK_DEFAULT_REGION  │                       │
└──────────┬────────────┘                       │
           │                                    │
           ▼                                    │
┌───────────────────────┐                       │
│ AssemblyReader        │                       │
│ read manifest.json    │                       │
└──────────┬────────────┘                       │
           │                                    │
           ▼                                    │
┌───────────────────────┐     ┌─────────────────┴───────┐
│ Missing context?      │─Yes→│ ContextProviderRegistry │
│ (check manifest       │     │ resolve(key, props)     │
│  missing entries)     │     │ (all CDK provider types │
└──────────┬────────────┘     │  supported — see        │
           │ No               │  context-providers/)    │
           ▼                  │                         │
┌───────────────────────┐     │                         │
│ Return final assembly │     └─────────────┬───────────┘
└───────────────────────┘                   │
                                            ▼
                              ┌─────────────────────────┐
                              │ ContextStore             │
                              │ save to cdk.context.json │
                              └─────────────┬───────────┘
                                            │
                                            │ (re-synthesize)
                                            └───────────────┘
```

### 5. End-to-end Pipeline Walkthrough (`cdkd deploy`)

A flat, top-to-bottom view of what happens when you run `cdkd deploy`,
complementary to the per-flow diagrams above:

```
1. CLI Layer
   ├── Resolve --app (CLI > CDKD_APP env > cdk.json "app")
   ├── Resolve --state-bucket (CLI > env > cdk.json > auto: cdkd-state-{accountId}, with legacy fallback to cdkd-state-{accountId}-{region})
   └── Initialize AWS clients

2. Synthesis (self-implemented, no CDK CLI dependency)
   ├── Short-circuit: if --app is an existing directory, treat it as a
   │   pre-synthesized cloud assembly and skip the steps below
   ├── Load context (merge order, later wins):
   │   ├── CDK defaults (path-metadata, asset-metadata, version-reporting, bundling-stacks)
   │   ├── ~/.cdk.json "context" field (user defaults)
   │   ├── cdk.json "context" field (project settings)
   │   ├── cdk.context.json (cached lookups, reloaded each iteration)
   │   └── CLI -c key=value (highest priority)
   ├── Execute CDK app as subprocess
   │   ├── child_process.spawn(app command)
   │   ├── Pass env: CDK_OUTDIR, CDK_CONTEXT_JSON, CDK_DEFAULT_REGION/ACCOUNT
   │   └── App writes Cloud Assembly to cdk.out/
   ├── Parse cdk.out/manifest.json
   │   ├── Extract stacks (type: aws:cloudformation:stack)
   │   ├── Extract asset manifests (type: cdk:asset-manifest)
   │   └── Extract stack dependencies
   └── Context provider loop (if missing context detected):
       ├── Resolve via AWS SDK (all CDK context provider types supported)
       ├── Save to cdk.context.json
       └── Re-execute CDK app with updated context

3. Asset Publishing + Deployment (WorkGraph DAG)
   ├── Each asset is a node, each stack deploy is a node
   │   ├── asset-publish nodes: 8 concurrent (file S3 uploads + Docker build+push)
   │   ├── stack nodes: 4 concurrent deployments
   │   ├── Dependencies: asset-publish → stack (all assets complete before deploy)
   │   └── Inter-stack: stack A → stack B (CDK dependency order)
   ├── Region resolved from asset manifest destination (stack's target region)
   ├── Skip if already exists (HeadObject for S3, DescribeImages for ECR)
   ├── Per-stack deploy flow:
   │   ├── Acquire S3 lock (optimistic locking)
   │   ├── Load current state from S3
   │   ├── Build DAG from template (Ref/Fn::GetAtt/DependsOn)
   │   ├── Calculate diff (CREATE/UPDATE/DELETE)
   │   ├── Resolve intrinsic functions (Ref, Fn::Sub, Fn::Join, etc.)
   │   ├── Execute via event-driven DAG dispatch (a resource starts as
   │   │   soon as ALL of its own deps complete; no level barrier):
   │   │   ├── SDK Providers (direct API calls, preferred)
   │   │   └── Cloud Control API (fallback, async polling)
   │   ├── Save state after each successful resource (partial state save)
   │   └── Release lock
   └── synth does NOT publish assets or deploy (deploy only)
```

> Note: the top-to-bottom order above is the logical flow, not a strict serial
> schedule. As a latency optimization, `cdkd deploy` resolves the default state
> bucket (STS `GetCallerIdentity` + `GetBucketLocation`) and runs the fail-fast
> bucket-exists preflight **concurrently with CDK synthesis** — synth needs
> neither the state bucket (only the deferred macro-expander consumes it) nor
> the provisioning clients, so the two independent I/O phases overlap instead of
> running back-to-back.

## Design Principles

### 1. Single Responsibility Principle (SRP)

Each layer has clear responsibilities

- CLI: UI/UX
- Synthesis: CDK app execution and context resolution
- Analysis: Analysis and planning
- Deployment: Execution control
- Provisioning: AWS API calls

### 2. Dependency Inversion Principle (DIP)

- Depends on `ResourceProvider` interface
- Concrete providers are interchangeable

### 3. Open/Closed Principle (OCP)

- Can add new providers (Registry pattern)
- Can add new context providers (ContextProviderRegistry pattern)
- Extensible without modifying existing code

### 4. Fail-Fast with State Recovery

- Saves partial state even on error
- Can re-run as diff on next execution

### 5. Zero External CDK Dependencies

- Synthesis, assembly reading, and asset publishing are all implemented internally
- No dependency on `@aws-cdk/toolkit-lib`, `@aws-cdk/cloud-assembly-api`, or `@aws-cdk/cdk-assets-lib`
- Only `aws-cdk-lib` is required as the user's CDK app dependency

## Performance Characteristics

### Comparison with CloudFormation

| Item | CloudFormation | cdkd |
| ---- | -------------- | ---- |
| **Small Stack (5 resources)** | 60-90 seconds | 15-25 seconds |
| **Medium Stack (20 resources)** | 3-5 minutes | 40-80 seconds |
| **Parallel Execution** | Mainly sequential | Event-driven DAG dispatch (each resource starts as soon as its own deps complete) |
| **Rollback** | Automatic | Manual (recover from state) |

### Bottlenecks

1. **Asset Publishing**: S3 upload of Lambda code (seconds to tens of seconds)
2. **Cloud Control API Polling**: CC API requires async polling for resource operations (mitigated by using SDK Providers for common types)
3. **Cloud Control API Rate Limits**: Limits per resource type
4. **Dependency Chains**: Long critical paths through the DAG cap parallelism

## Security Considerations

### 1. Authentication & Authorization

- Uses AWS SDK default authentication chain
- IAM role or environment variables (`AWS_ACCESS_KEY_ID`, etc.)

### 2. State File Security

- Recommend S3 bucket encryption (SSE-S3 or SSE-KMS)
- Bucket policy with principle of least privilege

### 3. Lock Mechanism

- Prevents race conditions
- Prevents inconsistency from concurrent execution

### 4. Sensitive Information

- CloudFormation Parameters supported (with default values and type coercion)
- Dynamic References supported: `{{resolve:secretsmanager:...}}` and `{{resolve:ssm:...}}`
- A reference is resolved in **the region it names**, not the region of the
  stack that holds it. A `SECRET_ID` / parameter name spelled as a full ARN
  carries its own region, and cdkd routes the lookup to a client pinned there
  (issue [#2134](https://github.com/go-to-k/cdkd/issues/2134)). This is decided
  AFTER the reference is assembled, so it holds for one built by `Fn::Sub` /
  `Fn::Join` / `Ref` / `Fn::FindInMap` as well as for a literal one. A
  region-LESS reference resolves in the stack's own region, which is the
  CloudFormation behaviour; if that is not what you want, spell it as an ARN.
- SECRET-bearing references are resolved for the AWS call but persisted as the
  UNRESOLVED expression, so no plaintext reaches `state.json` / the rollback
  journal / CLI output. Which references count as secret-bearing is decided by
  TYPE, not spelling: every `secretsmanager` reference, plus an `ssm` reference
  whose parameter is a `SecureString` (issue
  [#1901](https://github.com/go-to-k/cdkd/issues/1901)). A `String` /
  `StringList` parameter is public config and stays resolved in state. See
  [docs/cli-scrub.md](cli-scrub.md#cdkd-scrub-state-secret-hygiene-clean-audit).
- A **custom-resource `Data` value has no reference behind it**, so it takes a
  second channel: a handler that sets `NoEcho: true` on its cfn-response has
  every string in its `Data` persisted as `***` — in the custom resource's own
  `attributes`, in the resolved `properties` of everything that consumed it via
  `Fn::GetAtt`, and in `state.outputs` — while `Fn::GetAtt` keeps resolving to
  the REAL value, which is what CloudFormation delivers to a dependent (issue
  [#2274](https://github.com/go-to-k/cdkd/issues/2274)). Because the value
  cannot be re-derived, a later deploy that has to WRITE a position holding the
  mask is refused rather than sending it. ACROSS STACKS the value is bridged
  only within ONE run: a nested-stack child or a same-run `cdkd deploy --all`
  producer still has the plaintext in memory and hands it to the consumer,
  while a producer deployed by an earlier run has none and the consumer is
  refused. See
  [docs/state-management.md](state-management.md#noecho-custom-resource-responses)
  and [docs/cross-stack-references.md](cross-stack-references.md#a-redaction-mask-is-not-re-resolvable-and-only-one-run-can-bridge-it).

## Limitations and Future Extensions

### Current Limitations

1. **CloudFormation Macros**: Supported via a transient CloudFormation changeset round-trip (issue [#463](https://github.com/go-to-k/cdkd/issues/463) — `CreateChangeSet` type CREATE, `GetTemplate --template-stage Processed`, cleanup; see [docs/design/463-cfn-macros.md](design/463-cfn-macros.md)). Expansion is selection-aware (issue [#1150](https://github.com/go-to-k/cdkd/issues/1150)): `cdkd deploy` / `cdkd diff` expand only the stacks they target, `cdkd list` / `cdkd destroy` never expand (names and destroy both come from the manifest / cdkd state), and intermittent `AWS::EarlyValidation::*` hook rejections of the transient changeset are retried (issue [#1151](https://github.com/go-to-k/cdkd/issues/1151)). Multi-stage macros (expansion output that itself contains a macro) remain out of scope
2. **Nested Stacks**: Fully supported in both directions. Fresh `cdkd deploy` of nested-stack-bearing CDK apps uses the recursive `NestedStackProvider` (issue [#459](https://github.com/go-to-k/cdkd/issues/459)). Adoption of an existing CFn-managed nested-stack hierarchy uses `cdkd import --migrate-from-cloudformation` (issue [#464](https://github.com/go-to-k/cdkd/issues/464) PR A — recursive `DescribeStackResources` walk, per-child v6-keyed state writes, recursive `DeletionPolicy: Retain` injection, single parent-side `DeleteStack` cascade). Handing a cdkd-managed nested-stack tree back to CloudFormation uses `cdkd export` (issue [#464](https://github.com/go-to-k/cdkd/issues/464) PR B2 — the orchestrator runs `runPerStackImportLoop` which submits one CFn IMPORT changeset per cdkd-managed stack in the tree in leaf-first order; non-leaf parents adopt their just-imported children via the AWS-docs "Nest an existing stack" pattern (`DeletionPolicy: Retain` plus `ResourceIdentifier: { StackId: <child-arn> }` plus a `TemplateURL` rewritten to point at the child's `GetTemplate(Processed)` output). The original "one atomic `--include-nested-stacks` IMPORT changeset" design was found infeasible by the 2026-05-24 AWS spike — AWS rejects that flag combination with `ValidationError: IncludeNestedStacks is not supported for changeSet type: IMPORT`; see [docs/design/464-nested-stacks-export-import.md](design/464-nested-stacks-export-import.md) §4.0 / §4.3 for the per-stack-loop algorithm.
3. **Change Sets**: No concept (always executes immediately)
4. All intrinsic functions are now supported (16/16, including `Fn::GetStackOutput` for cross-region references — same-account, or cross-account via `RoleArn` against the producer account's cdkd state. Cross-stack references also fall back to CloudFormation on a cdkd-state miss — issue [#1697](https://github.com/go-to-k/cdkd/issues/1697) — so producers still managed by CloudFormation can be referenced)
5. All pseudo parameters are now supported (7/7)

### Phase 9 and Beyond Plans

- CloudWatch metrics integration
- Progress bar/Rich UI

## References

- [State Management Specification](./state-management.md)
- [Provider Development Guide](./provider-development.md)
- [Troubleshooting](./troubleshooting.md)
- [AWS Cloud Control API Reference](https://docs.aws.amazon.com/cloudcontrolapi/latest/APIReference/Welcome.html)
