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What we build
FinOps Policy Engine
Scan your AWS account. Find waste. Enforce policies. Same engine pre and post-deploy.
17 collectors · 30 policies · PyPI + Docker + CLI
Specialized FinOps SLMs
Fine-tuned language models for cloud cost analysis. Run locally or via API.
FinOptix-14B · Qwen base · Apache 2.0 · GGUF available
AI SOC Orchestrator
Alert → AI triage → ticket → notify → remediate. Human-in-the-loop always.
CF Worker · D1 · OpenRouter · Nagios/Prometheus/CW
Deep DB Observability
Queries, locks, waits, plans. The DBmarlin killer. Multi-engine. MCP-native.
PostgreSQL · MySQL · Oracle · SQL Server · Redis
# Install and run in 30 seconds
❯ pip install sofe
❯ sofe evaluate --profile my-aws --format table
# Or use Docker
❯ docker run ghcr.io/breakingthecloud/sofe-community
# Or the CLI binary
❯ curl -sSL sofe.dev/install.sh | bash
❯ sofe evaluate --cloud --api-key sk_sofe_xxx
✓ 48 findings · 64 resources · $847/mo potential savings
How we help
Full AWS account audit with SOFE. Savings report in 24h.
LLMOps, agent observability, model governance, cost control.
Document your infra as BYaML. Visualize dependencies. Detect drift.
AI-powered incident triage with Remo. 24/7 monitoring. Human-in-the-loop.
Deep database analysis with Bonito. Query optimization. Lock detection.
AWS MAP program management. Calculator validation. Architecture review.
Open Source First
Every tool we build starts open source. The engine is free forever. We sell cloud operations, not licenses. If you can self-host, do it. If you want us to run it, we're here.
Let's talk cloud
Whether you need a FinOps assessment, want to deploy our tools, or just want to chat about cloud architecture.
AWS Community Hero · Lima, Peru · Serving LATAM + Global