Content Seed

Content creation is the bottleneck for solo creators and small agencies. Most of the volume — carousels, story sequences, email funnels, content calendars — is repetitive, but quality matters too much to outsource cheaply. Content Seed generates structured, on-brand content end-to-end, with the creator's voice as input and publishable artifacts as output.

What I built

• Solo build across architecture, AI pipelines, backend, frontend, and cloud infrastructure
• LLM orchestration layer with raw integrations to Anthropic, OpenAI, and Ollama — no framework abstractions, full control over prompts and tool use
• Agentic workflows for multi-step generation (research → outline → draft → refine)
• Streaming UI via Server-Sent Events for real-time output
• Vector retrieval with MongoDB Atlas Vector Search for brand-voice and context-aware generation
• End-to-end visual identity and product design

Screenshots