Topics
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Sovereign AI
Private GPT, air-gapped LLMs, and regulated AI infrastructure.
Read →Compliance & SecOps
SOC2/ISO patterns, zero-trust, secrets management, audit-ready IaC.
Read →Platform Engineering
Internal Developer Platforms, golden paths, and supply-chain security.
Read →DevOps
CI/CD, IaC, deployment strategies, and operational excellence.
Read →Cloud Architecture
AWS, Azure, GCP — cost, resilience, and reference architectures.
Read →AI Engineering & AI-SDLC
Process-first SDLC automation and effective AI-assisted code development.
Read →All posts(16)
Identity is the New Perimeter: Cognito for Private AI Workloads
Network boundaries don't scope LLM access. Use AWS Cognito groups and strict IAM with session tags so only the right employee can invoke the right model.
The Hidden Costs of AI: Preventing Token Shock in AWS Bedrock
GenAI is cheap on Day 1 and brutal on Day 30. Implement quotas and cost governance using API Gateway throttling, per-tenant budgets, and Bedrock usage logs.
Process-First AI-SDLC: Why Prompts Won't Save Your Team
Effective AI code development is 20% prompts and 80% process. A practical framework for AI-SDLC adoption that survives contact with real engineering teams.
From Prompt to Production: The Golden Path for Secure GenAI Apps
Stop letting developers paste API keys in code. The Lambda + Bedrock + Guardrails serverless pattern for shipping GenAI features safely.
The Anatomy of a Private GPT: Architecting for SOC2 in Banking
Why public chatbots fail audits. A deep dive into the AWS Bedrock + VPC Endpoint + Private Subnet topology that passes banking compliance.
Supply Chain Security in GitHub Actions: Stopping the Next SolarWinds
Use SBOMs, pinned actions, and signed commits in GitHub Actions to guarantee code provenance from commit to container — the cheap version of supply-chain security.
Sovereign AI on Metal: Air-Gapped LLM Stack with Ubuntu & vLLM
For when the cloud isn't private enough. How to run a Sovereign Appliance using hardened Ubuntu and open-source models.
The Death of .env Files: Automated Secret Rotation with Terraform
Hardcoded secrets in CI/CD variables are a compliance failure waiting to happen. A walkthrough of AWS Secrets Manager rotation, codified in Terraform.
Terraform is Your Auditor's Best Friend
How to use Infrastructure-as-Code to prove immutability and traceability for ISO and SOC2 audits — automatically.
NAT Gateways are Leaking Your Data (and Your Budget)
A technical takedown of the default Public Subnet + NAT Gateway pattern. Why VPC Interface Endpoints are cheaper, more secure, and audit-friendly.
The $180,000 Kubernetes Mistake
The story of swapping a proposed EKS cluster for AWS Fargate at a fintech — saving $180k/year and shrinking the audit surface.
Your IDP is Actually a Compliance Engine
Don't sell Internal Developer Platforms as 'making devs happy'. Sell them as 'making auditors happy' by forcing standardised golden paths.
Killing the Bastion Host: Zero-Trust Access for Fintech
Why SSH keys are a liability. Use AWS SSM Session Manager and identity-based access for compliant operational workflows.
Logs are Your Forensic Evidence: Structured Security Logging
Text logs are useless at 3am during an incident. A guide to JSON structured logging, CloudWatch Insights, and the fields that actually matter for forensics.
Deploy on Friday: The ECS Blue/Green Safety Net
Compliance requires availability. How to set up AWS CodeDeploy with ECS Fargate for safe, auditable, weekend-proof deployments.
The Region Nuke Test: Why IaC is Your Ransomware Policy
True disaster recovery isn't backups. It's the ability to re-hydrate your entire environment in a fresh region from Terraform, in hours, with confidence.