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Capabilities Matrix

Infrastructure modules • Reliability tiers • Confidence metrics

Programming Languages

Python

Confidence: 95%

core

Bash

Confidence: 92%

core

SQL

Confidence: 90%

core

C/C++

Confidence: 75%

reliable

Infrastructure & DevOps

Terraform

Confidence: 88%

core

Kubernetes

Confidence: 70%

reliable

Docker

Confidence: 92%

core

Ansible

Confidence: 85%

reliable

NGINX

Confidence: 94%

core

HAProxy

Confidence: 88%

reliable

TinyProxy / Traffic Server

Confidence: 85%

reliable

Operating Systems

Linux

Confidence: 96%

core

Databases & Storage

MySQL

Confidence: 93%

core

MariaDB (Galera)

Confidence: 91%

core

Elasticsearch

Confidence: 85%

reliable

Aerospike

Confidence: 80%

reliable

RabbitMQ

Confidence: 82%

reliable

Observability & Monitoring

Prometheus

Confidence: 94%

core

Grafana

Confidence: 93%

core

InfluxDB

Confidence: 86%

reliable

Kibana

Confidence: 85%

reliable

osquery

Confidence: 84%

reliable

Backend Frameworks

Django REST

Confidence: 87%

reliable