Purpose-built infrastructure for digital advertising at scale.
Every component chosen for reliability, performance, and maintainability. No bloat, no unnecessary abstractions.
Core language for all automation, API integrations, and data processing pipelines
Campaign management, reporting, and optimization via official API client libraries
Secure authentication for all Google API integrations and service accounts
Primary data store for campaign data, performance metrics, and system state
Caching layer for API responses, rate limiting, and real-time data access
Containerized deployments for consistent environments across development and production
Scalable compute and storage with automated provisioning and monitoring
Real-time dashboards for system health, campaign performance, and operational metrics
+-----------------------+
| ClawEngine Core |
| Campaign Management |
+-----------+-----------+
|
+---------+---------+
| |
+---v---+ +-----v-----+
| Google| | Analytics |
| Ads | | Engine |
| API | +-----------+
+---+---+ |
| +-----v-----+
| | Dashboard |
+---v---+ | & Alerts |
| Batch | +-----------+
| Ops |
+---+---+
|
+---v-----------+
| Data Pipeline |
| PostgreSQL |
| + Redis Cache |
+---------------+
The API layer handles all communication with the Google Ads API, including authentication, request batching, rate limiting, and error handling with automatic retries.
Scheduled and event-driven automation that manages campaign operations without manual intervention.
Ingestion, transformation, and storage of advertising data for real-time analytics and historical reporting.
Every operation that can be done through an API is done through an API. Browser automation is a last resort, not a default.
All automated operations are designed to be safely re-runnable. Network failures and timeouts are expected, not exceptional.
Every API call, state change, and decision is logged with full context. When something goes wrong, the audit trail tells the story.
Systems are designed to degrade gracefully when dependencies fail. Campaigns keep running even if monitoring goes down temporarily.
Protecting credentials, data, and infrastructure is foundational, not an afterthought.