The tools, frameworks and reading I use and recommend for security, automation and AI work. No filler — only what earns its place.
A curated bundle of the templates, checklists and references I reach for most. Everything organised and ready to use.
Agent orchestration framework for building multi-step LLM pipelines with tool use and memory.
OPEN SOURCEMicrosoft's multi-agent conversation framework. Build networks of specialized agents that collaborate on complex tasks.
MICROSOFTLightweight open-source vector database for RAG pipelines. Simple API, fast embeddings, local or cloud.
OPEN SOURCEOutput validation and safety layer for LLM pipelines. Enforce structured outputs and block hallucinations.
SAFETYNetwork discovery and security auditing. The foundational recon tool — from SYN scans to full NSE scripting.
RECONOpen-source SIEM and XDR. Unified threat detection, log analysis, and compliance monitoring for hybrid environments.
SIEM / XDRPattern matching for malware identification. Write, test, and deploy detection signatures across endpoint fleets.
MALWAREEndpoint visibility and incident response platform. DFIR at scale — live forensics, hunt queries, and artifact collection.
DFIRAdversary tactics, techniques, and procedures knowledge base
CSF 2.0: Govern, Identify, Protect, Detect, Respond, Recover
Information security management system standard
Web application security risks and mitigations
Configuration hardening guides for all major platforms
EU General Data Protection Regulation compliance guidance
Real-world social engineering and penetration stories. Foundational reading for red team thinking.
Production ML systems from data ingestion to monitoring. Practical and business-grounded.
The definitive guide to Zero Trust architecture. From principles to implementation patterns.
