Show HN: Open-Source AI Workflows with Read-Only Auth Scopes

Why It Matters

Seer lowers the barrier for enterprises to build secure, AI‑enhanced automation without vendor lock‑in, accelerating digital transformation and reducing operational costs.

Key Takeaways

• Visual drag‑and‑drop workflow builder
• AI‑assisted design with real‑time error handling
• Integrates Google Workspace, GitHub, and web search APIs
• Self‑hosted or Railway cloud deployment, $15‑30/month
• Read‑only auth scopes enable secure role‑based access

Pulse Analysis

The rise of open‑source automation tools reflects a broader industry shift toward self‑service workflow orchestration. Companies increasingly demand platforms that let developers prototype, test, and scale processes without relying on proprietary SaaS stacks. Seer answers this need by delivering a free, AGPL‑3.0 licensed solution that blends visual editing with AI‑driven suggestions, allowing teams to construct complex pipelines while maintaining full control over data residency and cost structures.

Technically, Seer distinguishes itself through a dual‑API architecture that treats deterministic workflows and conversational agents as separate entities. Built on FastAPI, it leverages PostgreSQL for persistent state, Redis and Taskiq for reliable background processing, and Docker for reproducible environments. The platform’s read‑only authentication scopes, powered by OAuth and Clerk integration, enforce granular permissions, ensuring that only authorized users can trigger or modify workflows. AI models from OpenAI or Anthropic provide real‑time assistance, from code generation to error diagnostics, enhancing developer productivity.

From a business perspective, Seer’s flexible deployment options—local Docker compose or one‑click Railway hosting—enable rapid proof‑of‑concepts and seamless scaling to production. The modest monthly cloud cost, combined with enterprise‑grade features like role‑based access control, audit trails, and extensive third‑party integrations, makes it attractive for midsize firms seeking to automate internal processes, customer onboarding, or CI/CD pipelines. By offering a secure, extensible foundation, Seer positions itself as a strategic asset for organizations aiming to embed AI‑powered automation into their core operations.