Features
No-code visual agent builder
Multi-model composition (auto-select best model)
Knowledge Store (documents, GitHub, PostgreSQL)
GitHub AI Operations (issues, PRs, deployments)
Deep Researcher agent for web and internal analysis
Code Reviewer for automated PR review
PRD Generator from GitHub activity and database content
Doc Updater for README & release notes sync
Multi-agent workflows connecting multiple agents
Structured JSON output for predictable data
Data Store and Data Query nodes for PostgreSQL
Managed cloud deployment and self-hosted (open source)
ISO/IEC 27001 compliance, SOC 2 in progress
Pay-as-you-go for usage beyond credits at 10% markup
Vector stores for document and GitHub repo embeddings
Fine-tune open-source LLMs (Llama 3, Mistral, Llama 2)
Automated hyperparameter optimization (Ludwig)
One-click deployment with autoscaling
Low-latency inference endpoints
Model evaluation and version comparison
Custom training data from S3/GCS
LoRA/QLoRA adapter-based fine-tuning
Per-request monitoring and logging
VPC deployment for data privacy
Support for multiple model architectures