Architecture for go-to-market
Why Busy Technology Teams Still Fail to Reach Production
Why engineering activity, vendor delivery, and frequent releases do not always create a credible path to production.
Read articleInsights
Practical views on architecture, production and security.
Krisova publishes concise notes from active architecture, security and production-readiness work. The library will grow progressively.
Krisova method
The Krisova 90-Day Production Path
An architecture-led operating horizon that helps suitable products, decisions, teams, ownership, security, and production obligations converge within a focused 90-day period.
Read methodAI security method
AEPVL: AI Security Production Readiness
A practical architecture method for examining authorization, runtime enforcement, evidence preservation, independent validation, and decision traceability across AI and agentic AI systems.
Read methodArchitecture decisions
The Decisions That Become Expensive to Reverse
Platform, data, integration, security, and ownership choices that should be challenged before scale makes them difficult to change.
Coming nextFuture security
Preparing Architecture for Post-Quantum Change
A practical view of privacy-preserving, distributed, and quantum-safe readiness without premature technology replacement.
Future briefAEPVL method
AI security production readiness
AEPVL identifies and validates threat vectors across authorization, enforcement, preservation, validation and logging. It is currently used in architecture design and implementation planning.
AuthorizeWho and what may initiate, access data, use tools or request actions.
EnforceWhere policy becomes runtime behaviour across data, tools and actions.
PreserveWhich context, approvals, versions and evidence must be retained.
ValidateHow outputs, actions and approvals are checked before use.
LogWhat decision trail is required for reporting, audit and review.