Labs · exploratory work
Experiments, infrastructure work and open-source packages live here. Status labels describe the project state; they are not production guarantees, compliance claims or customer outcomes.
Looking for sellable products?01
Experimental
An experimental comparison of structured document extraction approaches, with attention to unsupported output, review states and reproducible evaluation.
Current notes: Schema-constrained extraction · Review-state handling · Reproducible evaluation fixtures
Active
A working exploration of how release-note claims can be linked back to repository evidence and flagged when the available source material is insufficient.
Current notes: Repository evidence lookup · Explicit confidence thresholds · Source-to-claim mapping
02
Experimental
An infrastructure experiment for exposing narrowly scoped, read-only database operations to tool-using software without treating unrestricted database access as a default.
Current notes: Read-only operation design · Schema allow-listing · Audit-oriented request records
Experimental
Experiments around loading and releasing local model runtimes as bounded resources instead of keeping every model resident at once.
Current notes: Resource leasing · Model lifecycle controls · Local runtime isolation
03
Experimental
A command-line experiment for checking generated release notes against repository evidence and surfacing claims that still need human review.
Current notes: Git history inspection · Claim-to-source checks · Review-required output
Experimental
A small set of interface-token experiments used to test typography, spacing, contrast and component consistency across internal prototypes.
Current notes: Typography scale · Spacing primitives · Contrast checks