Show the work
Important claims point to a named artifact, version, test, decision, or correction.
Patrick Craven / Learning in public
Real projects. Hard lessons. Better systems.
I'm a line cook, business management graduate, self-taught builder, and founder of Top Shelf Service LLC. I learn by building things I actually need, following the failures until they make sense, and sharing what I learn so you can use it in your own work.
Real projectsPlain languageClear evidence
BUILD
FAIL
DIAGNOSE
LEARN
REBUILD
VERIFY
EXPLAIN
Lessons you can put to work.
MC-BL-001 / 01Draft
Work is my curriculum
I did not enter software through a formal technical pipeline. I entered through real operating problems and learned by following the failures all the way down.
MC-BL-002 / 02Draft
Why I started building
Restaurant knowledge often lives in binders, memory, and whoever has time to explain. Teach began as an attempt to turn that knowledge into repeatable practice.
See the work. Understand the lesson.
Name the unknowns
Built, failed, planned, and unknown stay separate so the story stays honest.
Make it useful
Each failure becomes a plain-language concept, a practical fix, and a rule I can reuse.
Four projects. A bigger picture taking shape.
Teach
Restaurant-specific training product work that exposed the difference between a useful idea, a working system, a deployment, and verified user value.
Product work exists; pilot outcomes unprovenXQueue
A publishing system for deterministic scheduling, one authority, idempotency, reconciliation, missed-post handling, and external side effects.
Release 1.1.0 verified; live state needs reconciliationTopShelf Operating System
The policy and contract layer growing out of repeated failures in truth, scope, authority, evidence, recovery, and AI-assisted execution.
Decision baseline exists; runtime incompleteContext Engine
A shared-memory direction for better handoffs between tools and agents, with provenance and an explicit separation between retrieval and truth.
Planned directionSee what I build next.
I share the quick lessons on X and keep the complete story, proof boundaries, and next experiment here.