AI & Automation
HeyOz
AI marketing workflows with persistent agents, competitor research, and creative-generation tools.
- Delivery context
- Team experience at HeyOz
- Project type
- Production product
- Technology
- AI agents / Streaming / API integrations
THE PROBLEM
What needed to work.
Long-running marketing tasks need to coordinate tools and creative jobs without losing progress when streams or sessions are interrupted.
THE CONTRIBUTION
What we brought to it.
Abdul Samad Siddiqui built the core agent system, including persistent state, resumable streaming, memory compaction, and asynchronous creative workflows.
INSIDE THE PROJECT
The work, in practice.
Multi-step planning and tool orchestration.
Persistent workflow state and resumable streams.
Competitor intelligence pipelines and asynchronous generation.