Interface
Service
Data
A form is a conversation across the stack
Full-stack development2 min readDraft
Connect browser feedback, server validation and database rules without losing the user's work.
Read noteSoftware, AI &
the data between.
Practical notes on building applications, working with models and asking better questions of data.
Full-stack
4 notes across software, AI and data
Interface
Service
Data
Retrying integrations without repeating the work
Integrations1 min readDraft
A short design note on operation identity, uncertain outcomes and safe retries.
Read noteInterface
Service
Data
Permissions belong in the service layer
Application security1 min readDraft
Keep the interface helpful while enforcing access wherever business data changes hands.
Read noteInterface
Service
Data
Read the query plan before adding an index
Databases1 min readDraft
Start with the database's execution strategy, then test one focused change.
Read noteEditorial drafts for review. Examples are illustrative and do not describe employer systems or project results.