The SourceAnt blog
On context, knowledge graphs, and shipping with AI you can trust.
knowledge-graphcode-reviewtokens
How a knowledge graph cuts the tokens a code review costs
Reading whole files to answer a structural question is expensive. Traversing a typed graph and returning only the relevant subgraph is cheap.
contextai-assistantscode-review
Why your AI assistant keeps suggesting you delete code that matters
Context-blind AI calls an intentional workaround dead code and removes the fix. The problem is not the model. Nothing remembers why the line is there.