LAB-001
AI-assisted PR review
RunningCan AI review materially improve pull-request quality without increasing review noise?
AI engineering
code review
quality
Lab
Experiments and questions about software engineering, architecture and increasingly capable development agents.
LAB-003
Agent architectural compliance
PlannedCan machine-readable architectural constraints outperform natural-language instructions?
architecture
constraints
AI tooling
LAB-002
Repository context for coding agents
IdeaWhat minimum architectural context does a coding agent need to make consistent system changes?
architecture
AI-native development
repository design