#FREE-AI

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· Engineering

Defence in depth for agentic AI — the eleven-layer envelope

The mental model that says no two adjacent layers share a single point of failure for the same class of attack. From TLS to OTel, the eleven layers a customer request crosses before an answer comes back.

· Engineering

AI governance — from credential to codebase

Board policy as a YAML file the risk team owns. Annexure VI as a database query. Every governance recommendation rendered as a file path in a Go repository.

· Engineering

Annexure VI as a query

The RBI FREE-AI incident reporting form, expressed as a Go struct and a Postgres table. Every entry is an auto-generated artefact from the runtime — not a form an operator fills in retrospectively.

· Engineering

Sovereign AI is a policy, not a slide

Classification → provider allowlist. A pii-classified message can only reach a provider whose region is in the allowlist for pii. Sovereignty as a runtime gate, not a checkbox.

· Engineering

Policy as code, without the risk team having to ship code

A tiny CEL-style DSL plus a board-approved YAML file. The risk team adds a governance rule by editing a config file; engineering ships the rule by restarting the service.

· Engineering

The board policy is not a slide — it's a YAML file

The bank's board approves an AI policy. The policy exists as a slide deck nobody reads. The risk team's actual operational policy is what's in the code. Closing that gap is the FREE-AI Rec 14 win.