AI
Six Designs for Production AI Agents: Authority, State, Execution, Observation, Evaluation and Recovery
Control how failures propagate into external actions, beyond model response quality.
- AI
- Identity
- Reliability
Architecture Notes
Architecture Notes
Explore system boundaries, dependencies, technology choices and structures that accommodate change. Record why a design is chosen, which constraints shape the decision and which trade-offs remain.
10 Articles
AI
Designing Private AI Boundaries: Data Sovereignty and GPU Operations
Keeping data local leaves capacity, updates, monitoring and recovery as operational responsibilities.
- AI
- Infrastructure
- Security
Modernization
Modernization Without a Rewrite: Boundaries Around Legacy APIs
Contain an irreplaceable external API in an adapter and separate the application contract.
- Modernization
- API
- Architecture
Identity
Zero Trust Beyond Remote Access: Identity, Internal Traffic and Recovery
Authentication at entry does not by itself control lateral movement or compromise of recovery systems.
- Identity
- Security
- Architecture
Security
Beyond Prevention: Detect, Contain and Recover from Ransomware
Assume compromise and define responsibility for detection, containment and trusted recovery.
- Security
- Reliability
- Storage
Observability
From Monitoring to Observability: Changing the Operating Model
Connect collection upgrades to signals that explain failures and declarative change management.
- Observability
- Operations
- Architecture
AI
Before Adding AI: Prepare APIs, Data, Authority and Auditability
Define safe callable contracts and workflow boundaries that can return decisions to people.
- AI
- API
- Data
Workflow
Selecting AI Workflows: Frequency, Judgment, Information and Feedback
Identify workload and observable improvement conditions before selecting technology.
- Workflow
- AI
- Evaluation
Workflow
From Tacit Knowledge to AI Workflows: Observe Decisions and Exceptions
Make criteria, exceptions and responsibility inspectable before translating human judgment into prompts.
- Workflow
- AI
- Data
AI
Seven Boundaries Between AI PoC and Production: Data Through Operational Ownership
Assess production ownership and sustained evaluation separately from prototype accuracy.
- AI
- Workflow
- Operations
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