AI, cybersecurity and the systems behind them. Practical explanations for people who want to understand what a tool does—and where its boundaries belong.
Less speculation. More useful questions, explicit boundaries and ways to check the result.
The model is only one part of an agent system. Explore roles, skills, handoffs, integration boundaries and the evidence needed to trust an outcome.
Open the Hermes field guide ↗Least privilege, recoverability and deliberate changes.
Source, build and hosting—without unnecessary complexity.
A clear distinction between a confident answer and a verified result.
Keep ownership, outcomes and approval boundaries intact.
Plan an isolated recovery exercise without risking production.
We connect emerging tools with durable engineering principles: narrow permissions, understandable systems, repeatable checks and honest limitations.
Explore the proposed roadmap ↗
