Tools & Technologies
The frameworks, telemetry agents, analysis engines, and cloud infrastructures powering Cyberforage defenses, labs, and research pipelines.
Python
Core language for cybersecurity tooling, automation, and data analysis.
Linux
Primary operating environment for defense, analysis, and infrastructure.
PostgreSQL
Relational database for telemetry, state, and structured logs.
Docker
Isolated execution environments for sandbox simulation and tooling.
GitHub
Open-source code repositories, version control, and CI/CD.
YARA
Pattern matching Swiss knife for malware researchers and detection.
MITRE
MITRE ATT&CK knowledge base of adversary tactics and techniques.
NIST
NIST Cybersecurity Framework standards and defensive baselines.
Cloud
Cloud infrastructure security, IAM, and zero-trust architecture.
AI
Machine learning and LLMs applied to security telemetry and analysis.