Framework first
AiML SuperAgent is the original operating framework that defines how an assistant should carry memory, verify work, and avoid losing project state over time.
Agent Operations Framework
Live product site availableAiML SuperAgent
The original framework for scoped memory, verification, and safer long-running AI coding work.
AiML SuperAgent is the original AIML Labs framework for operating AI coding assistants with scoped project memory, source-of-truth files, working notes, verification loops, and deployment discipline.
Capabilities
The product concept in one place.
Scoped project memory and source-of-truth files
Working notes, deployment logs, and incident records
Verification loops before code, config, or deploy changes
Safe context reduction for long-running assistant sessions
Repeatable assistant operating rules across repositories
Use cases
Where SuperAgent fits best.
Operating AI coding assistants over long-lived software projects
Reducing context waste in agent-driven engineering work
Adding review discipline and memory structure to production AI workflows
Why it matters
Three reasons this product belongs in the AIML Labs ecosystem.
Built for real repos
The system is designed around source-of-truth files, deployment history, and safe project notes instead of disposable chat sessions.
Foundation beneath Nexus
AiML SuperAgent remains the technical base layer, while AiML Nexus is the broader public product name and market-facing operating system.
Next step
Explore the broader AIML Labs system model.
Each product is part of a wider approach to applied AI. The model stays consistent: customer-critical workflow first, disciplined constraints second, measurable product behavior third.