The reasoning behind the code.
Implementation walkthroughs, design tradeoffs, and questions worth testing. A place to make engineering decisions inspectable.
These first notes explain documented behavior in my public projects. They are not benchmark reports or production incident accounts. Each includes its sources and the limits of its conclusions.
Async is a boundary, not a capacity claim.
How PagePilot separates fetching, parsing, and generation—and what those limits do and do not prove.
Put the evidence boundary on the server.
A closer look at organization scope, retrieved passages, and citation validation in AgentOps AI.
Search the relationships, then explain the match.
The graph model and query boundaries behind DevGraph's developer discovery experience.
Future entries will cover Rust experiments, API and database design, AI evaluation, and reliability. Any measured result will include its workload and methodology.