Agent DNAv0.1.0

A company migrating its customer service AI from OpenAI to Claude to reduce costs. They use Agent DNA to encode the agent's identity from GPT custom instructions, then decode it into a Claude system prompt, preserving personality and operational rules without manual rewriting.

A research team deploying an AI assistant for long-term project management. They regularly encode DNA snapshots and run diff.py to detect identity drift, ensuring the agent maintains consistency in decision-making and tone over months of interactions.

A startup using AI agents for content creation backs up their identities as DNA files after each major update. If a system failure corrupts the SOUL.md files, they decode the latest DNA to quickly restore the agent's core values and behavioral signatures.

A consulting firm deploys the same AI agent across multiple platforms like CrewAI for internal tasks and Claude for client interactions. They use port.py to export the DNA into platform-specific formats, ensuring a unified identity without redundant configuration.

A financial institution uses Agent DNA to encode and compare AI agent identities over time, verifying that anti-patterns and core values remain aligned with regulatory requirements, and generating reports on any drift for audit trails.

Offer a cloud-based service where users upload agent files, and the platform automatically encodes, stores, and monitors DNA snapshots. Revenue comes from monthly subscriptions based on the number of agents and frequency of drift checks.

Sell annual licenses to corporations for integrating Agent DNA into their AI workflows, including custom features like API access and priority support. Revenue is generated through tiered pricing based on the scale of agent deployments.

Provide the core encoding/decoding tools for free to attract individual developers, while charging for advanced features such as detailed drift analytics, historical comparison dashboards, and automated export scheduling.