The LLM Vault Blog
Practical writing on governing autonomous AI — agents, Shadow AI, cost, evidence and the current frontier — grounded in what we actually build.
The Archive · 0 Posts Published
No posts yet — the first articles are being written now.
In the meantime, About Us covers who’s building LLM Vault — and the beta is open today.
What We’ll Write About
Six themes, one editorial rule: every article is grounded in what we actually build and operate — no hype, no filler.
Governing Autonomous AI Agents
What changes when AI stops waiting for prompts — and how organisations keep control when agents act on their own.
Shadow AI, Found And Fixed
How unapproved AI use takes root, how to surface it, and how to bring it under governance without slowing anyone down.
The Real Cost Of Ungoverned AI
Token waste, duplicate spend and silent overpayment — where AI budgets actually leak, and what governed routing recovers.
Evidence, Provenance And The AI-BOM
Why every AI decision needs a tamper-evident record — and what a defensible audit trail actually contains.
The AI Maturity Path
From a first governed call to a governed AI operating model — the stages organisations really move through.
Building On The Current Frontier
There is no single “best” model — how to keep score honestly as models, prices and constraints change.
Get Notified When The First Article Lands.
No mailing list and no tracking — Get Notified opens a plain email to john@cybereq.io, and you’ll hear back when the blog goes live.