AI workflow platform for an agency
- Industry
- Marketing
- Type of work
- Full-stack AI platform
- Period
- 2026
- With
- Owl Tech Labs ↗ (founding partner)
Confidential project: code and data are not public.
Architecture
- Interface React SPAVite@wfsdk/reactroles: agency and client
- API FastAPIauth and organizationsHTTP · SSE
- Workflows wfsdk: typed DSLTemporalworkershuman steps
- Services LiteLLM → Geminideck render: HTML → PPTX/PDF
- Data PostgreSQLRedisCloud Storage
- Platform GKE AutopilotGatewaySecret ManagerWorkload IdentityTerraform
Goal
Move agency processes out of spreadsheets into workflows with human steps, LLM-assisted review and generated deliverables.
What I did
- Designed and built the platform: React frontend, FastAPI API and Temporal workers.
- Wrote a typed DSL for defining workflows, decoupled from the backend.
- Integrated LLM review through LiteLLM and Gemini, plus a service that turns HTML decks into editable PPTX and PDF.
- Set up the GCP infrastructure with Terraform: GKE Autopilot, Workload Identity and Secret Manager.