Research

Whitepapers

Technical research and frameworks for AI-native development, security, and autonomous systems.

December 2024

Context Lock

Execution Integrity for AI Systems. A text-native, self-validating integrity mechanism that operates entirely within the context window.

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February 2026

Heartbeat

A Temporal Context Engine for LLMs. Pre-computed awareness on an 8-minute rhythm โ€” 180 snapshots per day โ€” so every interaction starts with full presence.

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February 2026

World

A Desired-State Engine for Autonomous Software Development. Declare what software should be โ€” a convergence loop continuously detects drift and fixes it.

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