Signalbox: Structural Trust for AI Development Workflows
Signalbox rebuilds the TRIP development loop as Emergent event topologies. Its gates, validators, and barriers make workflow trust a property of structure instead of prompts.
How to Tell Whether Source Code Was Copied
Resemblance is the weakest place a copying case can start. What separates real copying from coincidence—and how generative AI changes the analysis.
The Pattern That Came Back: Adaptive Object Model in an Agent-Iterated World
A 1998 pattern called Adaptive Object Model was overengineering when humans owned the schema. Agents iterate too fast for that. Here is what stops SchemaForge from becoming stringly-typed chaos.
Accounting for Agents
Most accounting software was designed before AI could do the bookkeeping. That assumption is now a bug.
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