Live (GitHub Action)
Lifeline
An open-source scorecard that checks whether a project would survive a bad day: domains, access, CI, backups and cost runway.
Work
Projects
Every project is open source, runs for real and is labelled honestly: what is live, what runs on demand to save cost, and which data is synthetic.
Work
Flagship and free tools
Live · free · runs in your browser
Bedrock Bill-Shock Calculator
Shows the real Amazon Bedrock bill - prompts, history, RAG, agents - and what cuts it most.
Work
Service kits
Proof pack · synthetic + sandbox accounts
AWS Bill Doctor kit (cost + security)
Read-only AWS audits: 12 cost checks with savings estimates and a 25-control security baseline.
Live on GitHub · real repository
GitHub Actions Hardening kit
Scores a repository's GitHub Actions security and fixes it: 16 rules, before/after workflows, OIDC module.
Run on demand · synthetic data
Restore Drill kit
Restores a database backup into a sandbox, verifies the data and measures how long recovery takes.
Work
Platform projects
Live on demand · demo data
ShipIt Platform
Secure CI/CD on ECS Fargate: signed releases deployed by digest, and a bad release rolls itself back.
Local live · simulated incidents
KubeOps SRE Lab
A Kubernetes platform broken on purpose: GitOps, policies, SLO alerts and four game days with postmortems.
Live · capped at $5/month · synthetic incidents
IncidentScribe AI
Turns an alert into a short incident brief with Bedrock - PII removed first, spend hard-capped.
Lab runs in CI · demo servers
ServerForge
Linux servers as code with Ansible and Jenkins: hardened in one run, released behind a health gate.
Have a cloud bill, pipeline or outage that worries you?
Tell me in a few lines. I reply within one working day (IST).