Every Block, One Page: the full set, and when to reach for each
A reference page. Every block plan 2 has built so far appears below under a heading that… Read More
Ananya Iyer
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Checking AI Work Without Slowing the Team Down
The check is the part nobody plans for. A team adopts an assistant, output goes up in a… Read More
Ananya Iyer
AI Prompt Versioning: Patterns That Scale
The first time I helped a team debug a generative AI regression in production, the engineer… Read More
Devansh Kamlani
LLM Evaluation Frameworks: How Architects Pick Models
When I am asked to choose an LLM for an enterprise system, the question I always push back… Read More
Devansh Kamlani
AI Observability: Tools, Metrics & Dashboards 2026
I have lost count of how many times a client has shown me an LLM application in production… Read More
Devansh Kamlani
AI Reference Architecture: Layers, Patterns & Examples
When I first started drawing AI architectures on whiteboards, I made the same mistake… Read More
Brian Jagger
ML Engineer to AI Solution Architect: Transition Guide
I spent six years as a machine learning engineer before I moved into solution architecture… Read More
Brian Jagger
AI Solution Architect Interview Questions: 30 Q&As
When I started interviewing for AI solution architect roles, I assumed the format would be… Read More
Brian Jagger
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