Operating Principles
The standards used to decide, build, collaborate with AI and define when work is genuinely complete.
Nguyen Khai Tri · Public knowledge layer
Knowledge graph live · v1.3KhaiTriOS turns scattered work into a structured system: what was built, why decisions were made, how processes can be reused, and what should happen next.
Public by design. Personal memory, credentials and client-sensitive data remain in the private vault.
System map
The public layer explains how work is approached, what was built, which practices are reusable, why decisions were made, what evidence teaches and how every record connects.
The standards used to decide, build, collaborate with AI and define when work is genuinely complete.
Products and systems documented through context, architecture, decisions, outcomes and lessons.
Practical frameworks for performance marketing, websites, SEO, analytics, automation and delivery.
Important choices connected to context, alternatives, criteria, consequences, evidence and review triggers.
Reusable learning connected to decisions, observed outcomes, confidence levels, applicability and review triggers.
Typed relationships make projects, playbooks, decisions and lessons searchable as one connected system.
A staged path from the public foundation to a private, AI-ready operating layer.
Meaningful changes are recorded so the system remains traceable instead of becoming a static archive.
Identity, memory, internal decisions and sensitive context are prepared for AI without being published on the website.
Operating loop
KhaiTriOS is designed as a feedback loop rather than a document archive.
Record context, work and outcomes while they are still fresh.
Connect information to projects, domains and decisions.
Use previous trade-offs and evidence to choose faster.
Apply reusable patterns instead of rebuilding from zero.
Feed results and lessons back into the system.
Current milestone
Eleven public records now share eighteen typed relationships, making the first decision-to-lesson chain and its supporting project evidence directly navigable.