Articles & Insights
Insights on privacy-first AI, local execution, and security.
Stop relying on system prompts. Learn how to use Regular Expressions to force structural rules and perfect formatting in AI roleplay.
A breakdown of trade-offs, performance benchmarks, and privacy guarantees when choosing where your AI brain lives.
Why corporate AI inevitably censors your lore, why jailbreaks are obsolete, and how a local-first BYOK architecture solves the problem.
A deep dive into PNG steganography and how modern V3 character cards handle deep lore, extensions, and alternate greetings.