Boundary note
Scope, deployment, access, and operating limits before model work.
Notes
Technical notes from private AI systems work.
Short approved notes on deployment boundaries, local model workflows, LoRA review, evaluation evidence, and systems that can be operated, reviewed, and maintained.
Evaluation note
Checks, examples, comparison criteria, and known limits.
Local workflow note
Runtime, operator path, and local model operation observations.
Adapter review note
LoRA and adaptation readiness before customer-facing deployment.
Approved public note
Published only when private details are removed or abstracted.
Current notes
A small public ledger of approved technical notes.
The list is intentionally selective. Notes are published when the material can be useful without exposing private project detail.
2026-05-16 · Random Walk
How to evaluate a local LoRA adapter before deployment
What to review before a fine-tuned adapter is used inside a customer-controlled environment.
Read more2026-05-16 · Random Walk
Define the deployment boundary before choosing a model
Why private model work starts with data movement, runtime location, and access paths.
Read moreTopic index
The current notes cluster around a few recurring implementation concerns.
Evaluation evidence
Deployment boundaries
Local model workflows
Adapter review
Format
Notes and Articles serve different roles.
Both are public and approved. They differ by scope, not by care.
Notes
Short technical observations, checks, and implementation remarks. Notes stay narrow, practical, and close to the engineering decision.
Articles
Longer public explanations with fuller context, clearer thesis, and a stronger publication boundary.
Publication boundary
Private material stays private.
Notes do not publish private customer configurations, internal deployment paths, unapproved datasets, private run records, or operational secrets. Examples are abstracted before publication.
More public notes are published as reviewable material is approved.
