bethesda.consulting

Systems that think ahead

Designed to anticipate, adapt, and deliver.

# project.yaml (excerpt)
notebook:
  - areas: [data, systems, experiments]
  - cadence: weekly
  - dashboards: minimal
  - guardrails: privacy, cost, clarity
log:
  - 2025-08-10: baseline metrics refactor
  - 2025-08-03: input validation sweep
  - 2025-07-27: cleaning notes & tags
Notes Systems Data Experiments

Notes

Lightweight write-ups and breadcrumbs. No promises, just a trail.

Field notes

Working log

Small updates that capture what changed and why. Prefer checklists over essays.

Research

Scratchpad

Quick experiments, dead ends, and rough sketches. Expect gaps and TODOs.

Reading

References

Links and quotes worth revisiting. Cataloged loosely; accuracy over polish.

Principles

A short list that keeps the work honest.

Working rules

  • Clarity > cleverness: favor readable over novel.
  • Small surfaces: one page, one endpoint, one metric.
  • Measure, then move: gather a baseline before changing course.
  • Privacy first: minimize data movement and detail.
  • Write it down: decisions, deltas, and caveats.
# principles.md (excerpt)
- keep diffs small
- prefer plain text
- fail closed by default
- track cost as a first-class metric
- publish only what helps future me

Contact

Introductions, pointers, or interesting papers are welcome.

Or email hello@bethesda.consulting