Capabilities Matrix
Infrastructure modules • Reliability tiers • Confidence metrics
Programming Languages
Python
core
Bash
core
SQL
core
C/C++
reliable
Infrastructure & DevOps
Terraform
core
Kubernetes
reliable
Docker
core
Ansible
reliable
NGINX
core
HAProxy
reliable
TinyProxy / Traffic Server
reliable
Operating Systems
Linux
core
Databases & Storage
MySQL
core
MariaDB (Galera)
core
Elasticsearch
reliable
Aerospike
reliable
RabbitMQ
reliable
Observability & Monitoring
Prometheus
core
Grafana
core
InfluxDB
reliable
Kibana
reliable
osquery
reliable
Backend Frameworks
Django REST
reliable