The internals, not the pitch

Architecture diagrams, QB detection patterns, full deployment guide. Leave your email — we'll send you updates when new patterns ship.

One email per QB pattern release. No sales sequence.

dropinfinops documentation

Self-hosted multi-cloud cost intelligence. Deploy in minutes. Detect anomalies automatically. Ask questions in plain English.

→ I want to deploy the platform → I want to extend the detection → I want to understand the architecture → I'm contributing to the pattern library

Last test run Run #11 · PASS ✓

Demo seed seed 99

QB patterns 11 validated

Detection tier Basic (FOCUS billing)

Cloud support AWS · Azure · GCP

Deploy region us-east-1 (POC)

System data flow

Documentation

🏗️

Architecture Overview

★ BSides demo asset

Interactive data flow diagram. The 3-layer detection model. Flywheel animation. Terraform module map.

Step-by-step with progress tracking. CloudFront invalidation. Lambda rebuild. Preflight and postflight verification.

Browse all 11 validated patterns. Filter by tier, cloud, category. View detection SQL. Add a new QB with the 5-step loop.

qb-patterns.html

⚙️

Data Generator Reference

Workload patterns, anomaly pool, threshold contracts, the seed system, and the focus_writer.py split-row mechanism.

datagen.html

💬

Chat LLM UI Guide

Mantle design tokens. Lambda handler and Bedrock invocation. CloudFront distribution. DynamoDB session history.

chat-ui.html

🤝

Contributing & Open Source

What's in the open-source QB pattern repo. Self-hosting quickstart. How to contribute a new detection pattern.

contributing.html

The DropInFinOps flywheel

Why the build sequence is a discipline

Every QB pattern ships as exactly three layers, in this order. The test run is the gate. If the QB does not fire, the article does not get written.

Briefing Builder Query

Defines "detected." The SQL IS the pattern definition. Build this first.

Data Generator

Synthetic FOCUS data built to match the real-world signature the query expects.

Test Run

Detection query must fire. This is the gate. No exceptions.

Score Wiring

score_collect.py + ground_truth_html.py. Evidence, not claims.

Article

Written ONLY after test passes. A capability claim backed by evidence.