GCP foundation for a small team — CIS GCP Benchmarks, Simple profile. Generated by Merlin Studio implements the Compiled AI paradigm: LLMs at build time, deterministic code at runtime.

GCP Landing Zone for a healthcare organization — HIPAA, SOC 2, CIS. Generated by Merlin Studio implements the Compiled AI paradigm: LLMs at build time, deterministic code at runtime.

Example of GCP Landing Zone for US government agency — FedRAMP, NIST, SOC 2, SOX. Generated by Merlin Studio implements the Compiled AI paradigm: LLMs at build time, deterministic code at runtime.

Reference GCP Landing Zone for EU enterprises with strict data residency. ISO 27001, GDPR, NIS2. EU-only regions . FAST-compatible. Generated by Merlin Studio, which implements the Compiled AI paradigm: LLMs at build time, deterministic code at runtime.

Reference GCP Landing Zone for US financial-services workloads — banks, payment processors, fintechs. Covers SOC 2, PCI-DSS, NIST 800-53, SOX with multi-region foundation. FAST-compatible. Generated by Merlin Studio implements the Compiled AI paradigm: LLMs at build time, deterministic code at runtime.

Example CIS-aligned AWS startup landing zone built with Compiled AI by Merlin Studio — one intent spec deterministically compiled to two IaC formats (AWS LZA + Terraform tfvars). Lean single-region baseline: org + security/log/audit accounts, GitHub Actions OIDC, 100/100 (A+) security scorecard. A reference, not a turnkey deploy.

Example GDPR/EUCS/NIS2 AWS enterprise landing zone built with Compiled AI by Merlin Studio — one intent spec deterministically compiled to two IaC formats (AWS LZA + AWS CDK/TypeScript). Multi-region EU data residency, HSM-backed KMS, centralized egress inspection, Direct Connect, 100/100 (A+) security scorecard. A reference, not a turnkey deploy.

PCI-DSS/SOX/CIS AWS multi-account landing zone built with Compiled AI by Merlin Studio - a regional bank's card platform compiled from one intent spec to OpenTofu + tfvars. SCP-isolated PCI cardholder-data (CDE) account, multi-region warm-standby DR, centralized inspected egress, 97/100 (A+) security scorecard. A reference, not a turnkey deploy

Semgrep rules compiled from incidents by an LLM, gate-verified before commit. First reference of the Compiled AI paradigm - open to collaborators on this and adjacent compile targets (OPA, Terraform, Actions).

Example HIPAA/CIS/SOC2 AWS multi-account landing zone built with Compiled AI by Merlin Studio — one intent spec deterministically compiled to two IaC formats (AWS LZA + OpenTofu). Dedicated SCP-isolated PHI account, multi-region warm-standby DR, immutable audit logging, 100/100 (A+) security scorecard. A reference, not a turnkey deploy.

Example FedRAMP High + NIST 800-53 AWS landing zone built with Compiled AI by Merlin Studio — a US federal civilian agency mission system, one intent spec deterministically compiled to AWS LZA config. SCP-isolated CUI account, multi-region warm-standby DR, HSM-backed KMS, 100/100 (A+) security scorecard. A reference, not a turnkey deploy.

Compile Terraform policy specs into gate-verified Conftest/OPA Rego. Second reference implementation of the Compiled AI paradigm — LLM at compile time, Conftest deterministic at runtime.

Compiled AI — engineering deterministic LLM systems by moving the LLM to compile time and building a trusted corpus. This repo collects articles (republished from various sources) that explain the concept; each example lives in its own repository.