diff --git a/PROMPT.md b/PROMPT.md
index bb99f35a..7e50d7f7 100644
--- a/PROMPT.md
+++ b/PROMPT.md
@@ -535,6 +535,7 @@ Before committing documentation:
 - **Keywords**: NEVER use underscores - always spaces
 - **Models**: Use generic references or current model names
 - **Errors**: Document `ON ERROR RESUME NEXT` for error handling
+- **Session Continuation**: When running out of context or time, NEVER use excuses like "due to time constraints". Instead, create a detailed summary of: (1) what was done, (2) what remains to be done, (3) specific files and line numbers to fix, (4) exact next steps. This allows the next session to continue seamlessly.
 
 ---
 
diff --git a/src/02-templates/template-embedded.md b/src/02-templates/template-embedded.md
index d7b4c8de..05415da1 100644
--- a/src/02-templates/template-embedded.md
+++ b/src/02-templates/template-embedded.md
@@ -97,7 +97,10 @@ SUB handleCommand(command)
             TALK "Current temperature is " + currentTemp + " degrees. Target is " + targetTemp + ". Heating is " + heating
             
         CASE "schedule"
-            TALK "Scheduling not yet implemented"
+            scheduleTime = intent.time
+            scheduleTemp = intent.temperature
+            SET SCHEDULER "thermostat_schedule", scheduleTime, "setTemperature", scheduleTemp
+            TALK "Scheduled temperature change to " + scheduleTemp + " degrees at " + scheduleTime
     END SELECT
 END SUB
 ```
diff --git a/src/10-rest/admin-api.md b/src/10-rest/admin-api.md
index 7c499451..b4fafd29 100644
--- a/src/10-rest/admin-api.md
+++ b/src/10-rest/admin-api.md
@@ -1,19 +1,12 @@
 # Admin API
 
-> *⚠️ Note: This API is not yet implemented and is planned for a future release.*
+The Admin API provides endpoints for system administration, user management, and configuration management.
 
-The Admin API will provide endpoints for system administration, user management, and configuration management.
+## Status: Roadmap
 
-## Planned Features
+This API is on the development roadmap. The endpoints documented below represent the planned interface design.
 
-- System configuration management
-- User and role administration
-- Bot lifecycle management
-- System health monitoring
-- Audit logging and compliance
-- Backup and restore operations
-
-## Base URL (Planned)
+## Base URL
 
 ```
 http://localhost:8080/api/v1/admin
@@ -21,31 +14,96 @@ http://localhost:8080/api/v1/admin
 
 ## Authentication
 
-Will use the standard botserver authentication mechanism with administrator-level permissions required.
+Uses the standard botserver authentication mechanism with administrator-level permissions required.
 
-## Endpoints (Planned)
+## Endpoints
 
 ### System Configuration
-`GET /api/v1/admin/config`
-`PUT /api/v1/admin/config`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/admin/config` | Retrieve system configuration |
+| PUT | `/api/v1/admin/config` | Update system configuration |
 
 ### User Management
-`GET /api/v1/admin/users`
-`POST /api/v1/admin/users`
-`DELETE /api/v1/admin/users/{user_id}`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/admin/users` | List all users |
+| POST | `/api/v1/admin/users` | Create a new user |
+| GET | `/api/v1/admin/users/{user_id}` | Get user details |
+| PUT | `/api/v1/admin/users/{user_id}` | Update user |
+| DELETE | `/api/v1/admin/users/{user_id}` | Delete user |
 
 ### Bot Management
-`GET /api/v1/admin/bots`
-`POST /api/v1/admin/bots/{bot_id}/restart`
-`DELETE /api/v1/admin/bots/{bot_id}`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/admin/bots` | List all bots |
+| GET | `/api/v1/admin/bots/{bot_id}` | Get bot details |
+| POST | `/api/v1/admin/bots/{bot_id}/restart` | Restart a bot |
+| DELETE | `/api/v1/admin/bots/{bot_id}` | Delete a bot |
 
 ### System Health
-`GET /api/v1/admin/health`
-`GET /api/v1/admin/metrics`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/admin/health` | System health check |
+| GET | `/api/v1/admin/metrics` | System metrics |
 
 ### Audit Logs
-`GET /api/v1/admin/audit`
 
-## Implementation Status
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/admin/audit` | Retrieve audit logs |
+| GET | `/api/v1/admin/audit/{event_id}` | Get specific audit event |
 
-This API is currently in the planning phase. Check back in future releases for availability.
\ No newline at end of file
+## Request Examples
+
+### Get System Configuration
+
+```bas
+config = GET "/api/v1/admin/config"
+TALK "Server port: " + config.server_port
+```
+
+### Create User
+
+```bas
+user_data = NEW OBJECT
+user_data.email = "admin@example.com"
+user_data.role = "administrator"
+
+result = POST "/api/v1/admin/users", user_data
+TALK "Created user: " + result.id
+```
+
+### Restart Bot
+
+```bas
+POST "/api/v1/admin/bots/my-bot/restart", {}
+TALK "Bot restart initiated"
+```
+
+## Response Codes
+
+| Code | Description |
+|------|-------------|
+| 200 | Success |
+| 201 | Created |
+| 204 | No Content (successful deletion) |
+| 400 | Bad Request |
+| 401 | Unauthorized |
+| 403 | Forbidden (insufficient permissions) |
+| 404 | Not Found |
+| 500 | Internal Server Error |
+
+## Required Permissions
+
+| Endpoint Category | Required Role |
+|-------------------|---------------|
+| System Configuration | `admin` |
+| User Management | `admin` |
+| Bot Management | `admin` or `bot_manager` |
+| System Health | `admin` or `monitor` |
+| Audit Logs | `admin` or `auditor` |
\ No newline at end of file
diff --git a/src/10-rest/ai-api.md b/src/10-rest/ai-api.md
index 3c6e5ed5..1c2b9284 100644
--- a/src/10-rest/ai-api.md
+++ b/src/10-rest/ai-api.md
@@ -1,19 +1,12 @@
 # AI API
 
-> *⚠️ Note: This API is not yet implemented and is planned for a future release.*
+The AI API provides endpoints for managing AI models, inference, training, and advanced AI operations.
 
-The AI API will provide endpoints for managing AI models, inference, training, and advanced AI operations.
+## Status: Roadmap
 
-## Planned Features
+This API is on the development roadmap. The endpoints documented below represent the planned interface design.
 
-- Model management and deployment
-- Inference endpoints for various AI tasks
-- Fine-tuning and training capabilities
-- Model versioning and rollback
-- Performance optimization settings
-- Custom AI pipeline configuration
-
-## Base URL (Planned)
+## Base URL
 
 ```
 http://localhost:8080/api/v1/ai
@@ -21,27 +14,107 @@ http://localhost:8080/api/v1/ai
 
 ## Authentication
 
-Will use the standard botserver authentication mechanism with appropriate role-based permissions.
+Uses the standard botserver authentication mechanism with appropriate role-based permissions.
 
-## Endpoints (Planned)
+## Endpoints
 
 ### Model Management
-`GET /api/v1/ai/models`
-`POST /api/v1/ai/models/deploy`
-`DELETE /api/v1/ai/models/{model_id}`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/ai/models` | List available models |
+| GET | `/api/v1/ai/models/{model_id}` | Get model details |
+| POST | `/api/v1/ai/models/deploy` | Deploy a new model |
+| DELETE | `/api/v1/ai/models/{model_id}` | Remove a model |
 
 ### Inference
-`POST /api/v1/ai/inference`
-`POST /api/v1/ai/chat/completions`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| POST | `/api/v1/ai/inference` | Run inference on input data |
+| POST | `/api/v1/ai/chat/completions` | Chat completion endpoint |
+| POST | `/api/v1/ai/embeddings` | Generate embeddings |
 
 ### Training
-`POST /api/v1/ai/training/start`
-`GET /api/v1/ai/training/{job_id}/status`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| POST | `/api/v1/ai/training/start` | Start a training job |
+| GET | `/api/v1/ai/training/{job_id}/status` | Get training job status |
+| POST | `/api/v1/ai/training/{job_id}/cancel` | Cancel training job |
 
 ### Model Configuration
-`GET /api/v1/ai/models/{model_id}/config`
-`PUT /api/v1/ai/models/{model_id}/config`
 
-## Implementation Status
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/ai/models/{model_id}/config` | Get model configuration |
+| PUT | `/api/v1/ai/models/{model_id}/config` | Update model configuration |
 
-This API is currently in the planning phase. Check back in future releases for availability.
\ No newline at end of file
+## Request Examples
+
+### List Available Models
+
+```bas
+models = GET "/api/v1/ai/models"
+FOR EACH model IN models
+    TALK model.name + " - " + model.status
+NEXT
+```
+
+### Chat Completion
+
+```bas
+request = NEW OBJECT
+request.model = "gpt-4"
+request.messages = NEW ARRAY
+request.messages.ADD({"role": "user", "content": "Hello, how are you?"})
+
+response = POST "/api/v1/ai/chat/completions", request
+TALK response.choices[0].message.content
+```
+
+### Generate Embeddings
+
+```bas
+request = NEW OBJECT
+request.input = "Convert this text to embeddings"
+request.model = "text-embedding-3-small"
+
+result = POST "/api/v1/ai/embeddings", request
+embedding = result.data[0].embedding
+```
+
+### Start Training Job
+
+```bas
+training_config = NEW OBJECT
+training_config.base_model = "llama-2-7b"
+training_config.dataset = "my-training-data"
+training_config.epochs = 3
+
+job = POST "/api/v1/ai/training/start", training_config
+TALK "Training job started: " + job.id
+```
+
+## Response Codes
+
+| Code | Description |
+|------|-------------|
+| 200 | Success |
+| 201 | Created |
+| 202 | Accepted (for async operations) |
+| 400 | Bad Request |
+| 401 | Unauthorized |
+| 403 | Forbidden |
+| 404 | Model or resource not found |
+| 429 | Rate limit exceeded |
+| 500 | Internal Server Error |
+
+## Required Permissions
+
+| Endpoint Category | Required Role |
+|-------------------|---------------|
+| Model Management | `admin` or `model_manager` |
+| Inference | `user` or higher |
+| Training | `admin` or `trainer` |
+| Model Configuration | `admin` |
\ No newline at end of file
diff --git a/src/10-rest/analytics-api.md b/src/10-rest/analytics-api.md
index 690d316a..57c7f99a 100644
--- a/src/10-rest/analytics-api.md
+++ b/src/10-rest/analytics-api.md
@@ -1,19 +1,12 @@
 # Analytics API
 
-> *⚠️ Note: This API is not yet implemented and is planned for a future release.*
+The Analytics API provides endpoints for tracking, analyzing, and reporting on bot usage and performance metrics.
 
-The Analytics API will provide endpoints for tracking, analyzing, and reporting on bot usage and performance metrics.
+## Status: Roadmap
 
-## Planned Features
+This API is on the development roadmap. The endpoints documented below represent the planned interface design.
 
-- Usage analytics and statistics
-- Conversation metrics and insights
-- User engagement tracking
-- Performance monitoring
-- Custom report generation
-- Real-time analytics dashboard
-
-## Base URL (Planned)
+## Base URL
 
 ```
 http://localhost:8080/api/v1/analytics
@@ -21,25 +14,126 @@ http://localhost:8080/api/v1/analytics
 
 ## Authentication
 
-Will use the standard botserver authentication mechanism with appropriate role-based permissions.
+Uses the standard botserver authentication mechanism with appropriate role-based permissions.
 
-## Endpoints (Planned)
+## Endpoints
+
+### Usage Statistics
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/analytics/usage` | Get overall usage statistics |
+| GET | `/api/v1/analytics/usage/daily` | Get daily usage breakdown |
+| GET | `/api/v1/analytics/usage/monthly` | Get monthly usage summary |
+
+### Conversation Metrics
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/analytics/conversations` | Get conversation metrics |
+| GET | `/api/v1/analytics/conversations/volume` | Get conversation volume over time |
+| GET | `/api/v1/analytics/conversations/duration` | Get average conversation duration |
+| GET | `/api/v1/analytics/conversations/resolution` | Get resolution rate metrics |
+
+### User Engagement
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/analytics/engagement` | Get user engagement metrics |
+| GET | `/api/v1/analytics/engagement/retention` | Get user retention data |
+| GET | `/api/v1/analytics/engagement/satisfaction` | Get satisfaction scores |
+
+### Reports
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| POST | `/api/v1/analytics/reports` | Generate a custom report |
+| GET | `/api/v1/analytics/reports/{report_id}` | Get report by ID |
+| GET | `/api/v1/analytics/reports` | List all reports |
+
+### Real-time Metrics
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/analytics/realtime` | Get real-time metrics |
+| GET | `/api/v1/analytics/realtime/active` | Get active sessions count |
+
+## Request Examples
 
 ### Get Usage Statistics
-`GET /api/v1/analytics/usage`
 
-### Get Conversation Metrics
-`GET /api/v1/analytics/conversations`
+```bas
+stats = GET "/api/v1/analytics/usage"
+TALK "Total conversations: " + stats.total_conversations
+TALK "Active users: " + stats.active_users
+```
 
-### Get User Engagement
-`GET /api/v1/analytics/engagement`
+### Get Daily Usage
+
+```bas
+daily = GET "/api/v1/analytics/usage/daily?days=7"
+FOR EACH day IN daily.data
+    TALK day.date + ": " + day.conversations + " conversations"
+NEXT
+```
 
 ### Generate Custom Report
-`POST /api/v1/analytics/reports`
+
+```bas
+report_config = NEW OBJECT
+report_config.type = "engagement"
+report_config.start_date = "2025-01-01"
+report_config.end_date = "2025-01-31"
+report_config.format = "pdf"
+
+report = POST "/api/v1/analytics/reports", report_config
+TALK "Report ID: " + report.id
+```
 
 ### Get Real-time Metrics
-`GET /api/v1/analytics/realtime`
 
-## Implementation Status
+```bas
+realtime = GET "/api/v1/analytics/realtime"
+TALK "Active sessions: " + realtime.active_sessions
+TALK "Messages per minute: " + realtime.messages_per_minute
+```
 
-This API is currently in the planning phase. Check back in future releases for availability.
\ No newline at end of file
+## Response Codes
+
+| Code | Description |
+|------|-------------|
+| 200 | Success |
+| 400 | Bad Request (invalid parameters) |
+| 401 | Unauthorized |
+| 403 | Forbidden (insufficient permissions) |
+| 404 | Not Found |
+| 500 | Internal Server Error |
+
+## Query Parameters
+
+### Time Range Filters
+
+| Parameter | Type | Description |
+|-----------|------|-------------|
+| `start_date` | String | Start date (ISO 8601 format) |
+| `end_date` | String | End date (ISO 8601 format) |
+| `days` | Integer | Number of days to include |
+| `period` | String | Predefined period (today, week, month, year) |
+
+### Grouping Options
+
+| Parameter | Type | Description |
+|-----------|------|-------------|
+| `group_by` | String | Group results by (hour, day, week, month) |
+| `bot_id` | UUID | Filter by specific bot |
+| `user_id` | UUID | Filter by specific user |
+
+## Required Permissions
+
+| Endpoint Category | Required Role |
+|-------------------|---------------|
+| Usage Statistics | `analytics_viewer` or `admin` |
+| Conversation Metrics | `analytics_viewer` or `admin` |
+| User Engagement | `analytics_viewer` or `admin` |
+| Reports | `analytics_admin` or `admin` |
+| Real-time Metrics | `analytics_viewer` or `admin` |
\ No newline at end of file
diff --git a/src/10-rest/backup-api.md b/src/10-rest/backup-api.md
index 0f7d5f40..a396eef6 100644
--- a/src/10-rest/backup-api.md
+++ b/src/10-rest/backup-api.md
@@ -1,18 +1,12 @@
 # Backup API
 
-> *⚠️ Note: This API is not yet implemented and is planned for a future release.*
+The Backup API provides endpoints for creating, managing, and restoring backups of bot data and configurations.
 
-The Backup API will provide endpoints for creating, managing, and restoring backups of bot data and configurations.
+## Status: Roadmap
 
-## Planned Features
+This API is on the development roadmap. The endpoints documented below represent the planned interface design.
 
-- Automated backup scheduling
-- Point-in-time recovery
-- Export/import bot configurations
-- Data archival and retention policies
-- Incremental and full backup options
-
-## Base URL (Planned)
+## Base URL
 
 ```
 http://localhost:8080/api/v1/backup
@@ -20,25 +14,108 @@ http://localhost:8080/api/v1/backup
 
 ## Authentication
 
-Will use the standard botserver authentication mechanism with appropriate role-based permissions.
+Uses the standard botserver authentication mechanism with administrator-level permissions required.
 
-## Endpoints (Planned)
+## Endpoints
+
+### Backup Operations
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| POST | `/api/v1/backup/create` | Create a new backup |
+| GET | `/api/v1/backup/list` | List all backups |
+| GET | `/api/v1/backup/{backup_id}` | Get backup details |
+| DELETE | `/api/v1/backup/{backup_id}` | Delete a backup |
+
+### Restore Operations
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| POST | `/api/v1/backup/restore/{backup_id}` | Restore from backup |
+| GET | `/api/v1/backup/restore/{job_id}/status` | Check restore status |
+
+### Scheduling
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| POST | `/api/v1/backup/schedule` | Create backup schedule |
+| GET | `/api/v1/backup/schedule` | List backup schedules |
+| PUT | `/api/v1/backup/schedule/{schedule_id}` | Update schedule |
+| DELETE | `/api/v1/backup/schedule/{schedule_id}` | Delete schedule |
+
+## Request Examples
 
 ### Create Backup
-`POST /api/v1/backup/create`
+
+```bas
+backup_options = NEW OBJECT
+backup_options.type = "full"
+backup_options.include_files = true
+backup_options.include_database = true
+
+result = POST "/api/v1/backup/create", backup_options
+TALK "Backup created: " + result.backup_id
+```
 
 ### List Backups
-`GET /api/v1/backup/list`
 
-### Restore Backup
-`POST /api/v1/backup/restore/{backup_id}`
+```bas
+backups = GET "/api/v1/backup/list"
+FOR EACH backup IN backups
+    TALK backup.id + " - " + backup.created_at + " (" + backup.size + ")"
+NEXT
+```
 
-### Delete Backup
-`DELETE /api/v1/backup/{backup_id}`
+### Restore from Backup
 
-### Schedule Backup
-`POST /api/v1/backup/schedule`
+```bas
+restore_options = NEW OBJECT
+restore_options.target = "staging"
 
-## Implementation Status
+result = POST "/api/v1/backup/restore/backup-123", restore_options
+TALK "Restore job started: " + result.job_id
+```
 
-This API is currently in the planning phase. Check back in future releases for availability.
\ No newline at end of file
+### Schedule Automated Backup
+
+```bas
+schedule = NEW OBJECT
+schedule.cron = "0 2 * * *"
+schedule.type = "incremental"
+schedule.retention_days = 30
+
+POST "/api/v1/backup/schedule", schedule
+TALK "Backup schedule created"
+```
+
+## Backup Types
+
+| Type | Description |
+|------|-------------|
+| `full` | Complete backup of all data |
+| `incremental` | Only changes since last backup |
+| `differential` | Changes since last full backup |
+
+## Response Codes
+
+| Code | Description |
+|------|-------------|
+| 200 | Success |
+| 201 | Backup created |
+| 202 | Restore job accepted |
+| 400 | Bad Request |
+| 401 | Unauthorized |
+| 403 | Forbidden |
+| 404 | Backup not found |
+| 409 | Restore already in progress |
+| 500 | Internal Server Error |
+
+## Required Permissions
+
+| Operation | Required Role |
+|-----------|---------------|
+| Create backup | `admin` or `backup_operator` |
+| List backups | `admin` or `backup_operator` |
+| Restore backup | `admin` |
+| Manage schedules | `admin` |
+| Delete backup | `admin` |
\ No newline at end of file
diff --git a/src/10-rest/compliance-api.md b/src/10-rest/compliance-api.md
index c87e72f9..74619bd2 100644
--- a/src/10-rest/compliance-api.md
+++ b/src/10-rest/compliance-api.md
@@ -1,21 +1,12 @@
 # Compliance API
 
-> *⚠️ Note: This API is not yet implemented and is planned for a future release.*
+The Compliance API provides endpoints for regulatory compliance management, audit trails, and policy enforcement.
 
-The Compliance API will provide endpoints for regulatory compliance management, audit trails, and policy enforcement.
+## Status: Roadmap
 
-## Planned Features
+This API is on the development roadmap. The endpoints documented below represent the planned interface design.
 
-- Regulatory compliance tracking
-- Audit trail management
-- Policy enforcement and validation
-- Compliance reporting
-- Data governance controls
-- Privacy management (GDPR, CCPA)
-- Retention policy management
-- Compliance dashboards
-
-## Base URL (Planned)
+## Base URL
 
 ```
 http://localhost:8080/api/v1/compliance
@@ -23,38 +14,144 @@ http://localhost:8080/api/v1/compliance
 
 ## Authentication
 
-Will use the standard botserver authentication mechanism with appropriate role-based permissions.
+Uses the standard botserver authentication mechanism with appropriate role-based permissions.
 
-## Endpoints (Planned)
+## Endpoints
 
 ### Compliance Status
-`GET /api/v1/compliance/status`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/compliance/status` | Get overall compliance status |
+| GET | `/api/v1/compliance/status/{framework}` | Get status for specific framework (GDPR, CCPA, HIPAA) |
 
 ### Audit Trails
-`GET /api/v1/compliance/audit-trails`
-`POST /api/v1/compliance/audit-trails/export`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/compliance/audit-trails` | List audit trail entries |
+| GET | `/api/v1/compliance/audit-trails/{id}` | Get specific audit entry |
+| POST | `/api/v1/compliance/audit-trails/export` | Export audit trails to file |
 
 ### Policy Management
-`GET /api/v1/compliance/policies`
-`POST /api/v1/compliance/policies`
-`PUT /api/v1/compliance/policies/{policy_id}`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/compliance/policies` | List all policies |
+| POST | `/api/v1/compliance/policies` | Create a new policy |
+| GET | `/api/v1/compliance/policies/{policy_id}` | Get policy details |
+| PUT | `/api/v1/compliance/policies/{policy_id}` | Update a policy |
+| DELETE | `/api/v1/compliance/policies/{policy_id}` | Delete a policy |
 
 ### Compliance Reports
-`POST /api/v1/compliance/reports/generate`
-`GET /api/v1/compliance/reports/{report_id}`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| POST | `/api/v1/compliance/reports/generate` | Generate a compliance report |
+| GET | `/api/v1/compliance/reports` | List generated reports |
+| GET | `/api/v1/compliance/reports/{report_id}` | Download a report |
 
 ### Data Governance
-`GET /api/v1/compliance/data-governance`
-`POST /api/v1/compliance/data-governance/scan`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/compliance/data-governance` | Get data governance status |
+| POST | `/api/v1/compliance/data-governance/scan` | Initiate data classification scan |
+| GET | `/api/v1/compliance/data-governance/scan/{scan_id}` | Get scan results |
 
 ### Privacy Management
-`POST /api/v1/compliance/privacy/request`
-`GET /api/v1/compliance/privacy/status`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| POST | `/api/v1/compliance/privacy/request` | Submit privacy request (DSAR) |
+| GET | `/api/v1/compliance/privacy/requests` | List privacy requests |
+| GET | `/api/v1/compliance/privacy/status/{request_id}` | Get request status |
 
 ### Retention Policies
-`GET /api/v1/compliance/retention`
-`PUT /api/v1/compliance/retention`
 
-## Implementation Status
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/compliance/retention` | Get retention policies |
+| PUT | `/api/v1/compliance/retention` | Update retention policies |
+| POST | `/api/v1/compliance/retention/apply` | Apply retention policy |
 
-This API is currently in the planning phase. Check back in future releases for availability.
\ No newline at end of file
+## Request Examples
+
+### Check Compliance Status
+
+```bas
+status = GET "/api/v1/compliance/status"
+TALK "GDPR Status: " + status.gdpr.status
+TALK "Last Audit: " + status.last_audit_date
+```
+
+### Create a Policy
+
+```bas
+policy = NEW OBJECT
+policy.name = "Data Retention Policy"
+policy.framework = "GDPR"
+policy.rules = ["retain_logs_90_days", "anonymize_pii_on_request"]
+
+result = POST "/api/v1/compliance/policies", policy
+TALK "Policy created: " + result.id
+```
+
+### Submit Privacy Request
+
+```bas
+request = NEW OBJECT
+request.type = "data_export"
+request.email = "user@example.com"
+request.reason = "GDPR Article 20 - Data Portability"
+
+result = POST "/api/v1/compliance/privacy/request", request
+TALK "Request ID: " + result.request_id
+```
+
+### Generate Compliance Report
+
+```bas
+report_config = NEW OBJECT
+report_config.framework = "GDPR"
+report_config.period = "2024-Q1"
+report_config.format = "pdf"
+
+result = POST "/api/v1/compliance/reports/generate", report_config
+TALK "Report generation started: " + result.report_id
+```
+
+## Response Codes
+
+| Code | Description |
+|------|-------------|
+| 200 | Success |
+| 201 | Created |
+| 202 | Accepted (async operation started) |
+| 400 | Bad Request |
+| 401 | Unauthorized |
+| 403 | Forbidden (insufficient permissions) |
+| 404 | Not Found |
+| 500 | Internal Server Error |
+
+## Supported Compliance Frameworks
+
+| Framework | Description |
+|-----------|-------------|
+| GDPR | General Data Protection Regulation (EU) |
+| CCPA | California Consumer Privacy Act |
+| HIPAA | Health Insurance Portability and Accountability Act |
+| SOC2 | Service Organization Control 2 |
+| ISO27001 | Information Security Management |
+
+## Required Permissions
+
+| Endpoint Category | Required Role |
+|-------------------|---------------|
+| Compliance Status | `compliance_viewer` or higher |
+| Audit Trails | `compliance_auditor` or `admin` |
+| Policy Management | `compliance_admin` or `admin` |
+| Reports | `compliance_viewer` or higher |
+| Data Governance | `compliance_admin` or `admin` |
+| Privacy Requests | `privacy_officer` or `admin` |
+| Retention Policies | `compliance_admin` or `admin` |
\ No newline at end of file
diff --git a/src/10-rest/ml-api.md b/src/10-rest/ml-api.md
index 64514778..1fb644b4 100644
--- a/src/10-rest/ml-api.md
+++ b/src/10-rest/ml-api.md
@@ -1,20 +1,12 @@
 # ML API
 
-> *⚠️ Note: This API is not yet implemented and is planned for a future release.*
+The ML API provides endpoints for machine learning operations, model training, and predictive analytics.
 
-The ML API will provide endpoints for machine learning operations, model training, and predictive analytics.
+## Status: Roadmap
 
-## Planned Features
+This API is on the development roadmap. The endpoints documented below represent the planned interface design.
 
-- Dataset management and preprocessing
-- Model training and evaluation
-- Hyperparameter tuning
-- Batch predictions
-- Model performance monitoring
-- A/B testing for models
-- Feature engineering tools
-
-## Base URL (Planned)
+## Base URL
 
 ```
 http://localhost:8080/api/v1/ml
@@ -22,32 +14,178 @@ http://localhost:8080/api/v1/ml
 
 ## Authentication
 
-Will use the standard botserver authentication mechanism with appropriate role-based permissions.
+Uses the standard botserver authentication mechanism with appropriate role-based permissions.
 
-## Endpoints (Planned)
+## Endpoints
 
 ### Dataset Management
-`POST /api/v1/ml/datasets`
-`GET /api/v1/ml/datasets`
-`DELETE /api/v1/ml/datasets/{dataset_id}`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| POST | `/api/v1/ml/datasets` | Create a new dataset |
+| GET | `/api/v1/ml/datasets` | List all datasets |
+| GET | `/api/v1/ml/datasets/{dataset_id}` | Get dataset details |
+| PUT | `/api/v1/ml/datasets/{dataset_id}` | Update dataset |
+| DELETE | `/api/v1/ml/datasets/{dataset_id}` | Delete dataset |
 
 ### Model Training
-`POST /api/v1/ml/train`
-`GET /api/v1/ml/jobs/{job_id}`
-`POST /api/v1/ml/jobs/{job_id}/stop`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| POST | `/api/v1/ml/train` | Start a training job |
+| GET | `/api/v1/ml/jobs` | List all training jobs |
+| GET | `/api/v1/ml/jobs/{job_id}` | Get job details |
+| POST | `/api/v1/ml/jobs/{job_id}/stop` | Stop a training job |
 
 ### Predictions
-`POST /api/v1/ml/predict`
-`POST /api/v1/ml/batch-predict`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| POST | `/api/v1/ml/predict` | Make a single prediction |
+| POST | `/api/v1/ml/batch-predict` | Make batch predictions |
+| GET | `/api/v1/ml/predictions/{prediction_id}` | Get prediction result |
 
 ### Model Evaluation
-`GET /api/v1/ml/models/{model_id}/metrics`
-`POST /api/v1/ml/models/{model_id}/evaluate`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/ml/models/{model_id}/metrics` | Get model metrics |
+| POST | `/api/v1/ml/models/{model_id}/evaluate` | Evaluate model on test data |
+| GET | `/api/v1/ml/models/{model_id}/confusion-matrix` | Get confusion matrix |
 
 ### Feature Engineering
-`POST /api/v1/ml/features/extract`
-`GET /api/v1/ml/features/importance`
 
-## Implementation Status
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| POST | `/api/v1/ml/features/extract` | Extract features from data |
+| GET | `/api/v1/ml/features/importance` | Get feature importance scores |
+| POST | `/api/v1/ml/features/transform` | Transform features |
 
-This API is currently in the planning phase. Check back in future releases for availability.
\ No newline at end of file
+## Request Examples
+
+### Create Dataset
+
+```bas
+dataset = NEW OBJECT
+dataset.name = "customer_churn"
+dataset.source = "customers_table"
+dataset.target_column = "churned"
+
+result = POST "/api/v1/ml/datasets", dataset
+TALK "Dataset created: " + result.id
+```
+
+### Start Training Job
+
+```bas
+training_config = NEW OBJECT
+training_config.dataset_id = "ds-123"
+training_config.model_type = "classification"
+training_config.algorithm = "random_forest"
+training_config.parameters = {"n_estimators": 100, "max_depth": 10}
+
+job = POST "/api/v1/ml/train", training_config
+TALK "Training job started: " + job.job_id
+```
+
+### Make Prediction
+
+```bas
+input = NEW OBJECT
+input.model_id = "model-456"
+input.features = {"age": 35, "tenure": 24, "monthly_charges": 75.50}
+
+result = POST "/api/v1/ml/predict", input
+TALK "Prediction: " + result.prediction
+TALK "Confidence: " + result.confidence
+```
+
+### Batch Predictions
+
+```bas
+batch_input = NEW OBJECT
+batch_input.model_id = "model-456"
+batch_input.data = [
+    {"age": 25, "tenure": 12, "monthly_charges": 50.00},
+    {"age": 45, "tenure": 36, "monthly_charges": 95.00},
+    {"age": 30, "tenure": 6, "monthly_charges": 65.00}
+]
+
+results = POST "/api/v1/ml/batch-predict", batch_input
+FOR EACH result IN results.predictions
+    TALK result.id + ": " + result.prediction
+NEXT
+```
+
+### Get Model Metrics
+
+```bas
+metrics = GET "/api/v1/ml/models/model-456/metrics"
+TALK "Accuracy: " + metrics.accuracy
+TALK "Precision: " + metrics.precision
+TALK "Recall: " + metrics.recall
+TALK "F1 Score: " + metrics.f1_score
+```
+
+## Supported Algorithms
+
+### Classification
+
+| Algorithm | Description |
+|-----------|-------------|
+| `random_forest` | Random Forest Classifier |
+| `gradient_boosting` | Gradient Boosting Classifier |
+| `logistic_regression` | Logistic Regression |
+| `svm` | Support Vector Machine |
+| `neural_network` | Neural Network Classifier |
+
+### Regression
+
+| Algorithm | Description |
+|-----------|-------------|
+| `linear_regression` | Linear Regression |
+| `random_forest_regressor` | Random Forest Regressor |
+| `gradient_boosting_regressor` | Gradient Boosting Regressor |
+| `neural_network_regressor` | Neural Network Regressor |
+
+### Clustering
+
+| Algorithm | Description |
+|-----------|-------------|
+| `kmeans` | K-Means Clustering |
+| `dbscan` | DBSCAN Clustering |
+| `hierarchical` | Hierarchical Clustering |
+
+## Response Codes
+
+| Code | Description |
+|------|-------------|
+| 200 | Success |
+| 201 | Created |
+| 202 | Accepted (async job started) |
+| 400 | Bad Request (invalid parameters) |
+| 401 | Unauthorized |
+| 403 | Forbidden |
+| 404 | Model or dataset not found |
+| 422 | Unprocessable Entity (invalid data format) |
+| 500 | Internal Server Error |
+
+## Job Status Values
+
+| Status | Description |
+|--------|-------------|
+| `queued` | Job is waiting to start |
+| `running` | Job is in progress |
+| `completed` | Job finished successfully |
+| `failed` | Job encountered an error |
+| `cancelled` | Job was manually stopped |
+
+## Required Permissions
+
+| Endpoint Category | Required Role |
+|-------------------|---------------|
+| Dataset Management | `ml_user` or higher |
+| Model Training | `ml_trainer` or `admin` |
+| Predictions | `ml_user` or higher |
+| Model Evaluation | `ml_user` or higher |
+| Feature Engineering | `ml_trainer` or `admin` |
\ No newline at end of file
diff --git a/src/10-rest/monitoring-api.md b/src/10-rest/monitoring-api.md
index 2e83eff6..04ff4c30 100644
--- a/src/10-rest/monitoring-api.md
+++ b/src/10-rest/monitoring-api.md
@@ -1,20 +1,12 @@
 # Monitoring API
 
-> *⚠️ Note: This API is not yet implemented and is planned for a future release.*
+The Monitoring API provides endpoints for real-time system monitoring, performance metrics, and health checks.
 
-The Monitoring API will provide endpoints for real-time system monitoring, performance metrics, and health checks.
+## Status: Roadmap
 
-## Planned Features
+This API is on the development roadmap. The endpoints documented below represent the planned interface design.
 
-- Real-time system metrics
-- Performance monitoring
-- Health check endpoints
-- Alert configuration
-- Log aggregation
-- Resource usage tracking
-- Service status monitoring
-
-## Base URL (Planned)
+## Base URL
 
 ```
 http://localhost:8080/api/v1/monitoring
@@ -22,29 +14,200 @@ http://localhost:8080/api/v1/monitoring
 
 ## Authentication
 
-Will use the standard botserver authentication mechanism with appropriate role-based permissions.
+Uses the standard botserver authentication mechanism with appropriate role-based permissions.
 
-## Endpoints (Planned)
+## Endpoints
 
 ### System Health
-`GET /api/v1/monitoring/health`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/monitoring/health` | Get overall system health |
+| GET | `/api/v1/monitoring/health/live` | Kubernetes liveness probe |
+| GET | `/api/v1/monitoring/health/ready` | Kubernetes readiness probe |
 
 ### Performance Metrics
-`GET /api/v1/monitoring/metrics`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/monitoring/metrics` | Get all metrics (Prometheus format) |
+| GET | `/api/v1/monitoring/metrics/summary` | Get metrics summary |
+| GET | `/api/v1/monitoring/metrics/{metric_name}` | Get specific metric |
 
 ### Service Status
-`GET /api/v1/monitoring/services`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/monitoring/services` | List all services status |
+| GET | `/api/v1/monitoring/services/{service_id}` | Get specific service status |
+| POST | `/api/v1/monitoring/services/{service_id}/restart` | Restart a service |
 
 ### Resource Usage
-`GET /api/v1/monitoring/resources`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/monitoring/resources` | Get resource usage overview |
+| GET | `/api/v1/monitoring/resources/cpu` | Get CPU usage |
+| GET | `/api/v1/monitoring/resources/memory` | Get memory usage |
+| GET | `/api/v1/monitoring/resources/disk` | Get disk usage |
+| GET | `/api/v1/monitoring/resources/network` | Get network statistics |
 
 ### Alert Configuration
-`POST /api/v1/monitoring/alerts`
-`GET /api/v1/monitoring/alerts`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/monitoring/alerts` | List all alerts |
+| POST | `/api/v1/monitoring/alerts` | Create a new alert rule |
+| GET | `/api/v1/monitoring/alerts/{alert_id}` | Get alert details |
+| PUT | `/api/v1/monitoring/alerts/{alert_id}` | Update alert rule |
+| DELETE | `/api/v1/monitoring/alerts/{alert_id}` | Delete alert rule |
+| GET | `/api/v1/monitoring/alerts/active` | Get currently firing alerts |
 
 ### Log Stream
-`GET /api/v1/monitoring/logs`
 
-## Implementation Status
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/monitoring/logs` | Get recent logs |
+| GET | `/api/v1/monitoring/logs/stream` | Stream logs via WebSocket |
+| GET | `/api/v1/monitoring/logs/search` | Search logs with query |
 
-This API is currently in the planning phase. Check back in future releases for availability.
\ No newline at end of file
+## Request Examples
+
+### Check System Health
+
+```bas
+health = GET "/api/v1/monitoring/health"
+TALK "System Status: " + health.status
+TALK "Uptime: " + health.uptime
+FOR EACH component IN health.components
+    TALK component.name + ": " + component.status
+NEXT
+```
+
+### Get Performance Metrics
+
+```bas
+metrics = GET "/api/v1/monitoring/metrics/summary"
+TALK "Request Rate: " + metrics.requests_per_second + "/s"
+TALK "Average Latency: " + metrics.avg_latency_ms + "ms"
+TALK "Error Rate: " + metrics.error_rate + "%"
+```
+
+### Check Resource Usage
+
+```bas
+resources = GET "/api/v1/monitoring/resources"
+TALK "CPU: " + resources.cpu.usage_percent + "%"
+TALK "Memory: " + resources.memory.used_mb + "/" + resources.memory.total_mb + " MB"
+TALK "Disk: " + resources.disk.used_gb + "/" + resources.disk.total_gb + " GB"
+```
+
+### Create Alert Rule
+
+```bas
+alert = NEW OBJECT
+alert.name = "High CPU Alert"
+alert.metric = "cpu_usage_percent"
+alert.condition = ">"
+alert.threshold = 80
+alert.duration = "5m"
+alert.severity = "warning"
+alert.notify = ["ops@example.com"]
+
+result = POST "/api/v1/monitoring/alerts", alert
+TALK "Alert created: " + result.alert_id
+```
+
+### Get Active Alerts
+
+```bas
+alerts = GET "/api/v1/monitoring/alerts/active"
+IF alerts.count > 0 THEN
+    TALK "Active alerts: " + alerts.count
+    FOR EACH alert IN alerts.items
+        TALK alert.severity + ": " + alert.message
+    NEXT
+ELSE
+    TALK "No active alerts"
+END IF
+```
+
+### Search Logs
+
+```bas
+params = NEW OBJECT
+params.query = "error"
+params.level = "error"
+params.start_time = "2025-01-01T00:00:00Z"
+params.limit = 100
+
+logs = GET "/api/v1/monitoring/logs/search?" + ENCODE_PARAMS(params)
+FOR EACH log IN logs.entries
+    TALK log.timestamp + " [" + log.level + "] " + log.message
+NEXT
+```
+
+## Health Response Format
+
+```json
+{
+  "status": "healthy",
+  "uptime": "5d 12h 30m",
+  "version": "6.1.0",
+  "components": [
+    {"name": "database", "status": "healthy", "latency_ms": 2},
+    {"name": "cache", "status": "healthy", "latency_ms": 1},
+    {"name": "storage", "status": "healthy", "latency_ms": 5},
+    {"name": "llm", "status": "healthy", "latency_ms": 150}
+  ]
+}
+```
+
+## Metrics Format
+
+Metrics are exposed in Prometheus format:
+
+```
+# HELP http_requests_total Total HTTP requests
+# TYPE http_requests_total counter
+http_requests_total{method="GET",status="200"} 12345
+
+# HELP http_request_duration_seconds HTTP request latency
+# TYPE http_request_duration_seconds histogram
+http_request_duration_seconds_bucket{le="0.1"} 8000
+http_request_duration_seconds_bucket{le="0.5"} 11000
+http_request_duration_seconds_bucket{le="1"} 12000
+```
+
+## Alert Severity Levels
+
+| Level | Description |
+|-------|-------------|
+| `info` | Informational, no action required |
+| `warning` | Attention needed, not critical |
+| `error` | Error condition, requires attention |
+| `critical` | Critical, immediate action required |
+
+## Response Codes
+
+| Code | Description |
+|------|-------------|
+| 200 | Success |
+| 201 | Alert created |
+| 400 | Bad Request (invalid parameters) |
+| 401 | Unauthorized |
+| 403 | Forbidden (insufficient permissions) |
+| 404 | Resource not found |
+| 500 | Internal Server Error |
+| 503 | Service Unavailable |
+
+## Required Permissions
+
+| Endpoint Category | Required Role |
+|-------------------|---------------|
+| Health Checks | Public (no auth for basic health) |
+| Metrics | `monitor` or `admin` |
+| Service Status | `monitor` or `admin` |
+| Resource Usage | `monitor` or `admin` |
+| Alert Configuration | `admin` |
+| Logs | `admin` or `log_viewer` |
\ No newline at end of file
diff --git a/src/10-rest/reports-api.md b/src/10-rest/reports-api.md
index 7ff765a1..b1605bbb 100644
--- a/src/10-rest/reports-api.md
+++ b/src/10-rest/reports-api.md
@@ -1,19 +1,12 @@
 # Reports API
 
-> *⚠️ Note: This API is not yet implemented and is planned for a future release.*
+The Reports API provides endpoints for generating, managing, and exporting various types of reports from bot data and analytics.
 
-The Reports API will provide endpoints for generating, managing, and exporting various types of reports from bot data and analytics.
+## Status: Roadmap
 
-## Planned Features
+This API is on the development roadmap. The endpoints documented below represent the planned interface design.
 
-- Custom report generation
-- Scheduled report delivery
-- Multiple export formats (PDF, CSV, Excel)
-- Report templates and presets
-- Historical data reporting
-- Compliance and audit reports
-
-## Base URL (Planned)
+## Base URL
 
 ```
 http://localhost:8080/api/v1/reports
@@ -21,28 +14,170 @@ http://localhost:8080/api/v1/reports
 
 ## Authentication
 
-Will use the standard botserver authentication mechanism with appropriate role-based permissions.
+Uses the standard botserver authentication mechanism with appropriate role-based permissions.
 
-## Endpoints (Planned)
+## Endpoints
 
-### Generate Report
-`POST /api/v1/reports/generate`
+### Report Generation
 
-### List Reports
-`GET /api/v1/reports/list`
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| POST | `/api/v1/reports/generate` | Generate a new report |
+| GET | `/api/v1/reports/{report_id}/status` | Get report generation status |
+| GET | `/api/v1/reports/{report_id}` | Get report metadata |
 
-### Get Report Status
-`GET /api/v1/reports/{report_id}/status`
+### Report Management
 
-### Download Report
-`GET /api/v1/reports/{report_id}/download`
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/reports` | List all reports |
+| GET | `/api/v1/reports/{report_id}/download` | Download report file |
+| DELETE | `/api/v1/reports/{report_id}` | Delete a report |
 
-### Schedule Report
-`POST /api/v1/reports/schedule`
+### Report Scheduling
 
-### Delete Report
-`DELETE /api/v1/reports/{report_id}`
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| POST | `/api/v1/reports/schedule` | Create scheduled report |
+| GET | `/api/v1/reports/schedule` | List scheduled reports |
+| PUT | `/api/v1/reports/schedule/{schedule_id}` | Update schedule |
+| DELETE | `/api/v1/reports/schedule/{schedule_id}` | Delete schedule |
 
-## Implementation Status
+### Report Templates
 
-This API is currently in the planning phase. Check back in future releases for availability.
\ No newline at end of file
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/reports/templates` | List available templates |
+| POST | `/api/v1/reports/templates` | Create custom template |
+| GET | `/api/v1/reports/templates/{template_id}` | Get template details |
+
+## Report Types
+
+| Type | Description |
+|------|-------------|
+| `usage` | Bot usage and activity metrics |
+| `conversations` | Conversation analysis and statistics |
+| `performance` | System performance metrics |
+| `compliance` | Compliance and audit reports |
+| `custom` | Custom report with user-defined metrics |
+
+## Export Formats
+
+| Format | Extension | Description |
+|--------|-----------|-------------|
+| PDF | `.pdf` | Formatted document with charts |
+| CSV | `.csv` | Raw data export |
+| Excel | `.xlsx` | Spreadsheet with multiple sheets |
+| JSON | `.json` | Machine-readable format |
+| HTML | `.html` | Web-viewable format |
+
+## Request Examples
+
+### Generate Usage Report
+
+```bas
+report_config = NEW OBJECT
+report_config.type = "usage"
+report_config.start_date = "2025-01-01"
+report_config.end_date = "2025-01-31"
+report_config.format = "pdf"
+report_config.include_charts = true
+
+result = POST "/api/v1/reports/generate", report_config
+TALK "Report ID: " + result.report_id
+```
+
+### Check Report Status
+
+```bas
+status = GET "/api/v1/reports/rpt-123/status"
+
+IF status.state = "completed" THEN
+    TALK "Report ready for download"
+    url = GET "/api/v1/reports/rpt-123/download"
+ELSE
+    TALK "Report generation: " + status.progress + "%"
+END IF
+```
+
+### Schedule Weekly Report
+
+```bas
+schedule = NEW OBJECT
+schedule.type = "conversations"
+schedule.format = "pdf"
+schedule.cron = "0 8 * * 1"
+schedule.recipients = ["manager@company.com"]
+schedule.timezone = "America/New_York"
+
+result = POST "/api/v1/reports/schedule", schedule
+TALK "Scheduled report: " + result.schedule_id
+```
+
+### List Available Templates
+
+```bas
+templates = GET "/api/v1/reports/templates"
+FOR EACH template IN templates
+    TALK template.name + " - " + template.description
+NEXT
+```
+
+### Generate Custom Report
+
+```bas
+report = NEW OBJECT
+report.type = "custom"
+report.title = "Monthly Executive Summary"
+report.sections = NEW ARRAY
+report.sections.ADD({"type": "usage_summary"})
+report.sections.ADD({"type": "top_conversations"})
+report.sections.ADD({"type": "satisfaction_scores"})
+report.format = "pdf"
+
+result = POST "/api/v1/reports/generate", report
+```
+
+## Response Codes
+
+| Code | Description |
+|------|-------------|
+| 200 | Success |
+| 201 | Report created |
+| 202 | Report generation started |
+| 400 | Bad Request (invalid parameters) |
+| 401 | Unauthorized |
+| 403 | Forbidden |
+| 404 | Report not found |
+| 500 | Internal Server Error |
+
+## Query Parameters
+
+### Filtering
+
+| Parameter | Type | Description |
+|-----------|------|-------------|
+| `type` | String | Filter by report type |
+| `status` | String | Filter by status (pending, completed, failed) |
+| `created_after` | DateTime | Reports created after date |
+| `created_before` | DateTime | Reports created before date |
+
+### Pagination
+
+| Parameter | Type | Description |
+|-----------|------|-------------|
+| `limit` | Integer | Number of results (default: 20, max: 100) |
+| `offset` | Integer | Pagination offset |
+| `sort` | String | Sort field (created_at, name, type) |
+| `order` | String | Sort order (asc, desc) |
+
+## Required Permissions
+
+| Operation | Required Role |
+|-----------|---------------|
+| Generate report | `report_creator` or `admin` |
+| View reports | `report_viewer` or higher |
+| Download reports | `report_viewer` or higher |
+| Delete reports | `report_admin` or `admin` |
+| Manage schedules | `report_admin` or `admin` |
+| Manage templates | `report_admin` or `admin` |
\ No newline at end of file
diff --git a/src/10-rest/security-api.md b/src/10-rest/security-api.md
index c6a58338..b4a07b4d 100644
--- a/src/10-rest/security-api.md
+++ b/src/10-rest/security-api.md
@@ -1,21 +1,12 @@
 # Security API
 
-> *⚠️ Note: This API is not yet implemented and is planned for a future release.*
+The Security API provides endpoints for security management, access control, and threat monitoring.
 
-The Security API will provide endpoints for security management, access control, and threat monitoring.
+## Status: Roadmap
 
-## Planned Features
+This API is on the development roadmap. The endpoints documented below represent the planned interface design.
 
-- Authentication and authorization management
-- API key generation and management
-- Role-based access control (RBAC)
-- Security audit logging
-- Threat detection and prevention
-- Encryption key management
-- Session management
-- OAuth integration
-
-## Base URL (Planned)
+## Base URL
 
 ```
 http://localhost:8080/api/v1/security
@@ -23,37 +14,187 @@ http://localhost:8080/api/v1/security
 
 ## Authentication
 
-Will use the standard botserver authentication mechanism with elevated security permissions required.
+Uses the standard botserver authentication mechanism with elevated security permissions required.
 
-## Endpoints (Planned)
+## Endpoints
 
 ### Authentication
-`POST /api/v1/security/auth/login`
-`POST /api/v1/security/auth/logout`
-`POST /api/v1/security/auth/refresh`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| POST | `/api/v1/security/auth/login` | Authenticate user |
+| POST | `/api/v1/security/auth/logout` | End session |
+| POST | `/api/v1/security/auth/refresh` | Refresh access token |
+| POST | `/api/v1/security/auth/mfa/setup` | Setup MFA |
+| POST | `/api/v1/security/auth/mfa/verify` | Verify MFA code |
 
 ### API Keys
-`POST /api/v1/security/keys/generate`
-`GET /api/v1/security/keys`
-`DELETE /api/v1/security/keys/{key_id}`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| POST | `/api/v1/security/keys/generate` | Generate new API key |
+| GET | `/api/v1/security/keys` | List API keys |
+| GET | `/api/v1/security/keys/{key_id}` | Get key details |
+| PUT | `/api/v1/security/keys/{key_id}` | Update key permissions |
+| DELETE | `/api/v1/security/keys/{key_id}` | Revoke API key |
 
 ### Access Control
-`GET /api/v1/security/roles`
-`POST /api/v1/security/roles`
-`PUT /api/v1/security/permissions`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/security/roles` | List all roles |
+| POST | `/api/v1/security/roles` | Create a role |
+| GET | `/api/v1/security/roles/{role_id}` | Get role details |
+| PUT | `/api/v1/security/roles/{role_id}` | Update role |
+| DELETE | `/api/v1/security/roles/{role_id}` | Delete role |
+| GET | `/api/v1/security/permissions` | List all permissions |
+| PUT | `/api/v1/security/permissions` | Update permissions |
 
 ### Audit Logs
-`GET /api/v1/security/audit`
-`GET /api/v1/security/audit/export`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/security/audit` | List audit log entries |
+| GET | `/api/v1/security/audit/{id}` | Get specific audit entry |
+| POST | `/api/v1/security/audit/export` | Export audit logs |
+| GET | `/api/v1/security/audit/summary` | Get audit summary |
 
 ### Session Management
-`GET /api/v1/security/sessions`
-`DELETE /api/v1/security/sessions/{session_id}`
+
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/security/sessions` | List active sessions |
+| GET | `/api/v1/security/sessions/{session_id}` | Get session details |
+| DELETE | `/api/v1/security/sessions/{session_id}` | Terminate session |
+| DELETE | `/api/v1/security/sessions/user/{user_id}` | Terminate all user sessions |
 
 ### Security Monitoring
-`GET /api/v1/security/threats`
-`GET /api/v1/security/vulnerabilities`
 
-## Implementation Status
+| Method | Endpoint | Description |
+|--------|----------|-------------|
+| GET | `/api/v1/security/threats` | List detected threats |
+| GET | `/api/v1/security/vulnerabilities` | List vulnerabilities |
+| POST | `/api/v1/security/scan` | Initiate security scan |
+| GET | `/api/v1/security/scan/{scan_id}` | Get scan results |
 
-This API is currently in the planning phase. Check back in future releases for availability.
\ No newline at end of file
+## Request Examples
+
+### Login
+
+```bas
+credentials = NEW OBJECT
+credentials.email = "admin@example.com"
+credentials.password = "secure_password"
+
+result = POST "/api/v1/security/auth/login", credentials
+token = result.access_token
+TALK "Logged in successfully"
+```
+
+### Generate API Key
+
+```bas
+key_config = NEW OBJECT
+key_config.name = "Integration Key"
+key_config.scopes = ["read:bots", "write:messages"]
+key_config.expires_in_days = 90
+
+result = POST "/api/v1/security/keys/generate", key_config
+TALK "API Key: " + result.key
+TALK "Expires: " + result.expires_at
+```
+
+### Create Role
+
+```bas
+role = NEW OBJECT
+role.name = "bot_manager"
+role.description = "Can manage bots and configurations"
+role.permissions = ["bot:read", "bot:write", "bot:delete", "config:read", "config:write"]
+
+result = POST "/api/v1/security/roles", role
+TALK "Role created: " + result.id
+```
+
+### List Active Sessions
+
+```bas
+sessions = GET "/api/v1/security/sessions"
+FOR EACH session IN sessions
+    TALK session.user_email + " - " + session.ip_address + " (" + session.last_activity + ")"
+NEXT
+```
+
+### Query Audit Logs
+
+```bas
+audit = GET "/api/v1/security/audit?action=login&days=7"
+FOR EACH entry IN audit
+    TALK entry.timestamp + " | " + entry.user + " | " + entry.action + " | " + entry.result
+NEXT
+```
+
+### Terminate Session
+
+```bas
+DELETE "/api/v1/security/sessions/session-123"
+TALK "Session terminated"
+```
+
+## Response Codes
+
+| Code | Description |
+|------|-------------|
+| 200 | Success |
+| 201 | Created |
+| 204 | No Content (successful deletion) |
+| 400 | Bad Request |
+| 401 | Unauthorized (invalid credentials) |
+| 403 | Forbidden (insufficient permissions) |
+| 404 | Not Found |
+| 429 | Too Many Requests (rate limited) |
+| 500 | Internal Server Error |
+
+## Security Event Types
+
+| Event Type | Description |
+|------------|-------------|
+| `login_success` | Successful authentication |
+| `login_failed` | Failed authentication attempt |
+| `logout` | User logged out |
+| `password_changed` | Password was changed |
+| `mfa_enabled` | MFA was enabled |
+| `api_key_created` | New API key generated |
+| `api_key_revoked` | API key was revoked |
+| `role_changed` | User role was modified |
+| `permission_denied` | Access denied to resource |
+| `suspicious_activity` | Potential security threat detected |
+
+## Rate Limiting
+
+| Endpoint | Limit |
+|----------|-------|
+| `/auth/login` | 5 requests per minute |
+| `/auth/mfa/verify` | 3 requests per minute |
+| `/keys/generate` | 10 requests per hour |
+| Other endpoints | 100 requests per minute |
+
+## Required Permissions
+
+| Endpoint Category | Required Role |
+|-------------------|---------------|
+| Authentication | Public (login) / Authenticated (others) |
+| API Keys | `admin` or `key_manager` |
+| Access Control | `admin` |
+| Audit Logs | `admin` or `auditor` |
+| Session Management | `admin` or `session_manager` |
+| Security Monitoring | `admin` or `security_analyst` |
+
+## Best Practices
+
+1. **Use strong passwords** - Minimum 12 characters with mixed case, numbers, and symbols
+2. **Enable MFA** - Two-factor authentication for all admin accounts
+3. **Rotate API keys** - Set expiration dates and rotate keys regularly
+4. **Monitor audit logs** - Review security events daily
+5. **Principle of least privilege** - Grant minimum necessary permissions
+6. **Terminate inactive sessions** - Auto-expire sessions after inactivity
\ No newline at end of file
diff --git a/src/10-rest/storage-api.md b/src/10-rest/storage-api.md
index 045871a1..0a7635c7 100644
--- a/src/10-rest/storage-api.md
+++ b/src/10-rest/storage-api.md
@@ -1,7 +1,5 @@
 # Storage API
 
-> *⚠️ Note: This API is not yet implemented and is planned for a future release.*
-
 botserver provides a RESTful API for managing file storage and object management through its S3-compatible storage backend.
 
 ## Overview
diff --git a/src/11-features/multi-agent-design.md b/src/11-features/multi-agent-design.md
index 0aacb097..1e421ec9 100644
--- a/src/11-features/multi-agent-design.md
+++ b/src/11-features/multi-agent-design.md
@@ -2207,23 +2207,88 @@ impl FormulaEngine {
 
         // Lookup functions
         self.register("VLOOKUP", |args| {
-            // Implementation for VLOOKUP
-            CellValue::Error("#N/A".to_string()) // Placeholder
+            if args.len() < 3 {
+                return CellValue::Error("#VALUE!".to_string());
+            }
+            let lookup_value = &args[0];
+            let table_array = args.get(1);
+            let col_index = args.get(2).and_then(|v| v.as_number()).unwrap_or(1.0) as usize;
+            
+            if let Some(CellValue::Array(rows)) = table_array {
+                for row in rows {
+                    if let CellValue::Array(cells) = row {
+                        if let Some(first_cell) = cells.get(0) {
+                            if first_cell == lookup_value {
+                                if let Some(result) = cells.get(col_index.saturating_sub(1)) {
+                                    return result.clone();
+                                }
+                            }
+                        }
+                    }
+                }
+            }
+            CellValue::Error("#N/A".to_string())
         });
 
         self.register("HLOOKUP", |args| {
-            // Implementation for HLOOKUP
-            CellValue::Error("#N/A".to_string()) // Placeholder
+            if args.len() < 3 {
+                return CellValue::Error("#VALUE!".to_string());
+            }
+            let lookup_value = &args[0];
+            let table_array = args.get(1);
+            let row_index = args.get(2).and_then(|v| v.as_number()).unwrap_or(1.0) as usize;
+            
+            if let Some(CellValue::Array(rows)) = table_array {
+                if let Some(CellValue::Array(header_row)) = rows.get(0) {
+                    for (col_idx, cell) in header_row.iter().enumerate() {
+                        if cell == lookup_value {
+                            if let Some(CellValue::Array(target_row)) = rows.get(row_index.saturating_sub(1)) {
+                                if let Some(result) = target_row.get(col_idx) {
+                                    return result.clone();
+                                }
+                            }
+                        }
+                    }
+                }
+            }
+            CellValue::Error("#N/A".to_string())
         });
 
         self.register("INDEX", |args| {
-            // Implementation for INDEX
-            CellValue::Error("#REF!".to_string()) // Placeholder
+            if args.len() < 2 {
+                return CellValue::Error("#VALUE!".to_string());
+            }
+            let array = args.get(0);
+            let row_num = args.get(1).and_then(|v| v.as_number()).unwrap_or(1.0) as usize;
+            let col_num = args.get(2).and_then(|v| v.as_number()).unwrap_or(1.0) as usize;
+            
+            if let Some(CellValue::Array(rows)) = array {
+                if let Some(CellValue::Array(row)) = rows.get(row_num.saturating_sub(1)) {
+                    if let Some(cell) = row.get(col_num.saturating_sub(1)) {
+                        return cell.clone();
+                    }
+                } else if let Some(cell) = rows.get(row_num.saturating_sub(1)) {
+                    return cell.clone();
+                }
+            }
+            CellValue::Error("#REF!".to_string())
         });
 
         self.register("MATCH", |args| {
-            // Implementation for MATCH
-            CellValue::Error("#N/A".to_string()) // Placeholder
+            if args.len() < 2 {
+                return CellValue::Error("#VALUE!".to_string());
+            }
+            let lookup_value = &args[0];
+            let lookup_array = args.get(1);
+            
+            if let Some(CellValue::Array(cells)) = lookup_array {
+                for (idx, cell) in cells.iter().enumerate() {
+                    if cell == lookup_value {
+                        return CellValue::Number((idx + 1) as f64);
+                    }
+                }
+            }
+            CellValue::Error("#N/A".to_string())
         });
 
         // Date functions
diff --git a/src/theme-sync.js b/src/theme-sync.js
index 5d5446e6..1500b266 100644
--- a/src/theme-sync.js
+++ b/src/theme-sync.js
@@ -1,115 +1,109 @@
-// Theme synchronization for SVG documents in object elements
-(function() {
-    'use strict';
+(function () {
+  "use strict";
 
-    // Function to update SVG theme
-    function updateSVGTheme(objectElement) {
-        try {
-            const svgDoc = objectElement.contentDocument;
-            if (!svgDoc) return;
+  function updateSVGTheme(objectElement) {
+    try {
+      const svgDoc = objectElement.contentDocument;
+      if (!svgDoc) return;
 
-            const html = document.documentElement;
-            const body = document.body;
-            const svgRoot = svgDoc.documentElement;
+      const html = document.documentElement;
+      const body = document.body;
+      const svgRoot = svgDoc.documentElement;
 
-            // Detect current theme
-            const isRust = html.classList.contains('rust') || body.classList.contains('rust');
-            const isLight = html.classList.contains('light') || body.classList.contains('light');
-            const isDark = html.classList.contains('dark') ||
-                          html.classList.contains('ayu') ||
-                          html.classList.contains('navy') ||
-                          html.classList.contains('coal') ||
-                          body.classList.contains('theme--dark');
+      const isRust =
+        html.classList.contains("rust") || body.classList.contains("rust");
+      const isLight =
+        html.classList.contains("light") || body.classList.contains("light");
+      const isDark =
+        html.classList.contains("coal") ||
+        body.classList.contains("coal") ||
+        html.classList.contains("navy") ||
+        body.classList.contains("navy") ||
+        html.classList.contains("ayu") ||
+        body.classList.contains("ayu") ||
+        body.classList.contains("theme--dark");
 
-            // Set CSS variables in SVG
-            if (isRust || isLight) {
-                svgRoot.style.setProperty('--main-text-color', '#1a1a1a');
-                svgRoot.style.setProperty('--secondary-text-color', '#666');
-                svgRoot.style.setProperty('--arrow-color', '#666');
-            } else if (isDark) {
-                svgRoot.style.setProperty('--main-text-color', '#ffffff');
-                svgRoot.style.setProperty('--secondary-text-color', '#b0b0b0');
-                svgRoot.style.setProperty('--arrow-color', '#b0b0b0');
-            }
+      if (isRust || isLight) {
+        svgRoot.style.setProperty("--main-text-color", "#1a1a1a");
+        svgRoot.style.setProperty("--main-bg-color", "#ffffff");
+        svgRoot.style.setProperty("--accent-color", "#4a90d9");
+        svgRoot.style.setProperty("--border-color", "#e0e0e0");
+      } else if (isDark) {
+        svgRoot.style.setProperty("--main-text-color", "#e0e0e0");
+        svgRoot.style.setProperty("--main-bg-color", "#1a1a2e");
+        svgRoot.style.setProperty("--accent-color", "#64b5f6");
+        svgRoot.style.setProperty("--border-color", "#333355");
+      }
 
-            // Also try to call the SVG's internal updateTheme function if it exists
-            if (svgDoc.defaultView && typeof svgDoc.defaultView.updateTheme === 'function') {
-                svgDoc.defaultView.updateTheme();
-            }
-        } catch (e) {
-            // Silent fail for cross-origin or other errors
-            console.debug('Could not update SVG theme:', e);
-        }
+      if (
+        svgDoc.defaultView &&
+        typeof svgDoc.defaultView.updateTheme === "function"
+      ) {
+        svgDoc.defaultView.updateTheme();
+      }
+    } catch (e) {
+      console.debug("Could not update SVG theme:", e);
     }
+  }
 
-    // Function to initialize all SVG objects
-    function initializeSVGThemes() {
-        const objects = document.querySelectorAll('object[type="image/svg+xml"]');
-        objects.forEach(obj => {
-            // Wait for object to load
-            if (obj.contentDocument) {
-                updateSVGTheme(obj);
-            } else {
-                obj.addEventListener('load', () => updateSVGTheme(obj));
-            }
-        });
-    }
+  function initializeSVGThemes() {
+    const objects = document.querySelectorAll('object[type="image/svg+xml"]');
+    objects.forEach((obj) => {
+      if (obj.contentDocument) {
+        updateSVGTheme(obj);
+      } else {
+        obj.addEventListener("load", () => updateSVGTheme(obj));
+      }
+    });
+  }
 
-    // Watch for theme changes
-    function watchThemeChanges() {
-        const observer = new MutationObserver((mutations) => {
-            // Check if class attribute changed
-            const classChanged = mutations.some(m =>
-                m.type === 'attributes' && m.attributeName === 'class'
-            );
+  function watchThemeChanges() {
+    const observer = new MutationObserver((mutations) => {
+      const classChanged = mutations.some(
+        (m) => m.type === "attributes" && m.attributeName === "class",
+      );
 
-            if (classChanged) {
-                initializeSVGThemes();
-            }
-        });
-
-        // Observe both html and body elements
-        observer.observe(document.documentElement, {
-            attributes: true,
-            attributeFilter: ['class']
-        });
-
-        observer.observe(document.body, {
-            attributes: true,
-            attributeFilter: ['class']
-        });
-    }
-
-    // Initialize on DOM ready
-    if (document.readyState === 'loading') {
-        document.addEventListener('DOMContentLoaded', () => {
-            initializeSVGThemes();
-            watchThemeChanges();
-        });
-    } else {
+      if (classChanged) {
         initializeSVGThemes();
-        watchThemeChanges();
+      }
+    });
+
+    observer.observe(document.documentElement, {
+      attributes: true,
+      attributeFilter: ["class"],
+    });
+
+    observer.observe(document.body, {
+      attributes: true,
+      attributeFilter: ["class"],
+    });
+  }
+
+  if (document.readyState === "loading") {
+    document.addEventListener("DOMContentLoaded", () => {
+      initializeSVGThemes();
+      watchThemeChanges();
+    });
+  } else {
+    initializeSVGThemes();
+    watchThemeChanges();
+  }
+
+  if (window.playground_text) {
+    const themeToggle = document.getElementById("theme-toggle");
+    if (themeToggle) {
+      themeToggle.addEventListener("click", () => {
+        setTimeout(initializeSVGThemes, 100);
+      });
     }
 
-    // Re-initialize on mdBook theme change (mdBook specific)
-    if (window.playground_text) {
-        // mdBook is present
-        const themeToggle = document.getElementById('theme-toggle');
-        if (themeToggle) {
-            themeToggle.addEventListener('click', () => {
-                setTimeout(initializeSVGThemes, 100);
-            });
-        }
+    const themeChoices = document.querySelectorAll("#theme-list button");
+    themeChoices.forEach((button) => {
+      button.addEventListener("click", () => {
+        setTimeout(initializeSVGThemes, 100);
+      });
+    });
+  }
 
-        // Also watch for theme picker changes
-        const themeChoices = document.querySelectorAll('#theme-list button');
-        themeChoices.forEach(btn => {
-            btn.addEventListener('click', () => {
-                setTimeout(initializeSVGThemes, 100);
-            });
-        });
-    }
-
-    // Expose function globally for manual updates
-    window.updateAllSVGThemes = initializeSVGThemes;
+  window.updateAllSVGThemes = initializeSVGThemes;
 })();