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AI
Evaluation, retrieval architecture, storage, and the apparatus that keeps an agent honest.
Enter the wing 6 piecesI'm Jake Botticello. I build systems, and sometimes break them to see what's inside and how they work. Then I write down what I learned during the process.
Production AI agents, a memory recall architecture that reconstructs in three unique readings instead of just retrieval, a filament cabinet that killed four thermoelectric coolers before I understood the physics. The through-line isn't the subject matter — it's the method. I strive to make every claim here show its work.
Thirty years of building things — of reimagining and reinspecting and asking “but why is that the process?” Currently working out loud on what it means to engineer alongside machines that are confidently wrong and ubiquitously “yes-men.”
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From the Workshop
Hardware, thermal design, fault diagnosis. Esoterica of the discipline rather than the printing.
Enter the wing 1 piece03
State of the Idiom
Where the field is, where it is kidding itself, and the occasional thing that has no business bothering me this much.
Enter the wing 0 piecesPLATE 01
Evidence, Not Atmosphere
AI INFRASTRUCTURE · LIVE SYSTEM
Alexandria Coding Harness
A local catalog, selective-context server, router, and relay that lets short-lived coding sessions recover the live frame without rediscovering the machine.
- Roots
- 18 configured · 14 watched
- Corpus
- 2,867 describable files
- Identity
- 2,857 described · 99.6%
PLATE 02
Read the Process, Not Only the Result
FROM THE WORKSHOP · BUILD LOG
The Goal Is Dry, Not Cold
Five sessions optimized a filament cabinet for the wrong variable. The correction was one sentence long: cold is the mechanism; dryness is the product.
Read the Build LogFIELD NOTES
Recent Writing
The Tracks Meet After the Experiment
Track Meet Doctrine described Cypher before Wallaby existed. When the memory and recall layer arrived, it inherited a method built on disciplined intuition, parallel work, and falsification.
01The Bridge Was Discovered, Not Designed
Corpus Callosum emerged mid-project when one recall mechanism could no longer serve both exactness and aliveness.
02The Memory Should Change
Wallaby began with a fixed record, a plastic read layer, and a refusal to confuse retrieval with presence.
03IMMUTABLE FLOOR46,819distinct messages
READ BOARD87.0%substantive prose inside declared reach
BOUNDARYHumanretains the realness seat
Every number keeps its unit. Every claim keeps its frame. Every proxy is presumed guilty until it proves what it measures.