Karna: A Chat-Native Architecture for Personal AI Chief-of-Staff Agents

485 TypeScript or TSX source files and 84 test files constitute the Karna system, a self-hosted monorepo for a personal AI chief-of-staff agent. The artifact package, uploaded by Mukunda Rao Katta in May 2026, includes the manuscript PDF, LaTeX source, and supporting files describing the chat-native, multi-channel architecture. The repository contains 13 channel packages, Docker and Kubernetes deployment artifacts, and separate web, mobile, cloud, and command-line applications.

Use Cases

• Analyze software architecture patterns for AI agents based on the described gateway, agent runtime, and channel adapters.
• Study the implementation of operational safety considerations in agentic systems based on the design goals mentioned.
• Examine code organization and modularity in AI systems based on the repository structure with 13 channel packages.
• Research the use of chat as a primary interface for long-running tasks based on the described research questions.

Strengths

• The artifact includes 485 TypeScript/TSX source files and 84 test files, suggesting a substantial codebase.
• Repository structure is explicitly detailed, with 13 channel packages and separate applications for web, mobile, cloud, and CLI.
• Includes deployment artifacts for Docker and Kubernetes, indicating a focus on operational deployment.

Limitations

• The 19.6 KB size indicates the package contains documentation and metadata, not a large-scale operational dataset.
• Column-level documentation is absent; the actual data content and structure of any included data files must be inferred after download.
• Row count is unknown, which may limit suitability assessment for data-driven ML tasks.

Provenance

Source

Mukunda Rao Katta via figshare.

Collection Method

Artifact package for an academic paper, likely containing the manuscript and supporting files.

Time Range

Publication artifact dated May 2026.

Freshness

Last updated 2026-05 07 18:30:03.

Geography

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