// Lab notebook

Questions with prototypes attached.

Small, time-boxed investigations into agent workflows, evaluation, and software interfaces. The useful results graduate; the rest leave good notes.
EXP-014LAB.LOG
active

Context Packet Builder

Can a small, typed context bundle make agent handoffs more predictable across longer tasks?

AgentsContext
EXP-011LAB.LOG
prototype

Visual Diff Narrator

A compact workflow that turns interface screenshots and diffs into a structured review checklist.

VisionQA
EXP-009LAB.LOG
active

Rubric Stress Tester

Generating adversarial task variants to find ambiguous or easily gamed evaluation criteria before a benchmark ships.

EvalsBenchmarks
EXP-003LAB.LOG
archived

Daily Research Digest

An early information-filtering experiment that taught me to value traceability over volume.

AutomationResearch