Train models, deploy agents, manage infrastructure, and ship AI products — from one unified platform. Zero to production in under 5 minutes.
Real infrastructure, real agents, real results — running right now.
vLLM-based inference with full fine-tuning pipelines and sub-50ms p99 latency.
Autonomous agents with tiered memory, MCP tool use, and full task observability.
Hybrid BM25 + vector search, web crawling, and multi-source document ingestion.
vLLM-based inference with full fine-tuning pipelines, model evaluation, and sub-50ms p99 latency at scale.
vLLM-based inference with full fine-tuning pipelines, model evaluation, and sub-50ms p99 latency at scale.
Autonomous agents with tiered persistent memory — short-term context, long-term pgvector, and shared team memory.
Autonomous agents with tiered persistent memory — short-term context, long-term pgvector, and shared team memory.
Hybrid BM25 + vector search with web crawling, multi-source ingestion, and real-time auto-sync from your codebase.
Hybrid BM25 + vector search with web crawling, multi-source ingestion, and real-time auto-sync from your codebase.
Service catalog, Helm/K8s deployments, secrets management, and auto-generated API docs from proto contracts.
Service catalog, Helm/K8s deployments, secrets management, and auto-generated API docs from proto contracts.
EKS orchestration, Pulumi IaC, and full-stack observability with Grafana, Prometheus, and Loki built-in.
EKS orchestration, Pulumi IaC, and full-stack observability with Grafana, Prometheus, and Loki built-in.
Ship AI-powered interfaces with drag-and-drop components wired directly to your Riven backend and agents.
Ship AI-powered interfaces with drag-and-drop components wired directly to your Riven backend and agents.
Run riven init, then riven service new to scaffold a gRPC service with proto contracts, types, and docs auto-generated.
Run riven publish to build and push to ECR, then riven dev-center to roll out via Helm. No YAML, no ops.
Full-stack observability via Grafana and Prometheus. Run riven doctor to diagnose issues. Agents can write and deploy the next version.
Every service you deploy auto-generates proto contracts. Every contract generates docs and types. Every doc is indexed into the Knowledge Engine. Every agent has MCP access to that knowledge — and writes the code that deploys the next service.
A small, focused team building the infrastructure layer we always wished existed. Fully remote.
Software engineer, architect, and ML engineer. Built Riven from the ground up — from the proto-first service mesh to the vLLM inference layer. Obsessed with eliminating the glue code between AI tools.
Full-stack engineer helping shape the Riven platform and product experience. Focused on making the developer experience feel effortless — from CLI to dashboard.
A seat covers the platform. Agents bill on what they actually consume — tokens and sandbox-hours. No surprises.
For individuals exploring autonomous dev.
For teams shipping with agents that execute.
For orgs running agents at scale.
Committed volume, dedicated infra, full security.
Engineering deep-dives, AI infra insights, and product updates — straight to your inbox. No noise.
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