NOTES / IDEAS IN PUBLIC
Technical notes from
the work in progress.
These notes explain the questions behind current projects: how to retrieve repository context, how to evaluate persistent state, and how architecture shapes the reliability of a complex application. They are working essays—not peer-reviewed papers or claims of empirical proof.
WITHOUT
CONTEXT.IDEACTIVATE / NOTES
Context is a systems problem.
Why a coding agent needs relevant relationships, fresh context, and feedback—not simply a larger input.
READ NOTE ↗Memory is a hypothesis to test.
A state can persist without retaining what matters. Evaluate whether information is used correctly, not whether a memory buffer exists.
READ NOTE ↗Reliability lives beneath the interface.
For a creative editor, the visible screen depends on consistent state, timing, resource ownership, and recoverable operations.
READ NOTE ↗These essays express design reasoning and research questions. They do not report benchmark outcomes or imply scientific consensus.