Resources

Open FinOps policy engine — FinOps as Code

SaaS dashboard — topology, history, findings

26 doc pages — getting started, policies, CLI

Public status page — 5 services monitored

Developer & startup program — credits

pip install sofe — the engine

Corporate landing — AI FinOps company

AI product landing — the harness

Token FinOps manifesto — 5 principles + calculator

Token budget tracking + model routing MCP

Open-weights FinOps SLM (HuggingFace)

Architecture as graph — v2 graph-first

Public schema registry — 52 component types

9 MCP tools for AWS FinOps analysis

OSS agent stack — FinOps built-in

LLM router with fallback chain

Budget guardrails for AI agents

Agent loop engine — tool orchestration

Edge RAG — $0/mo on Cloudflare

Agent observability — cost, traces

Dependency & architecture graph engine

AI incident triage & SOC orchestrator

SaaS platform — multi-tenant

MCP server for local AI agents

Product Management consultancy + tools

PO/PM toolkit — SoW, Kanban, canvas

6-phase spec-driven framework

Persistent AI memory — SQLite + FTS5

Minecraft mod — every sword is an AWS service

This site — talks, blog, projects

Let's connect — AI & cloud

Breaking the Cloud org — 35+ repos

Technical deep-dives

AWS & GenAI updates

Builder Center profile