A 15-month career roadmap for SOC analysts transitioning to threat hunters — five phases of three months each (Mindset, Telemetry, Tradecraft, Hunts, Portfolio), with weekly cadences, success metrics, common pitfalls, and FAQ for working analysts.
The complete 2026 AI glossary — LLM, hallucination, token, training vs inference, fine-tuning, reinforcement learning, distillation, RAG, chain of thought, weights, validation loss, and coding agents. Plain-language definitions plus technical depth plus cybersecurity tie-ins for SOC analysts, threat hunters, and detection engineers.
76,205 indicator observations across 154 adversary clusters. Tor anonymisation network surged to 17% of the catalogue, DPRK activity escalated six-fold, and the Velvet Ant network-appliance APT cluster reappeared. Full MITRE ATT&CK technique pressure, Sigma detection recipes, and platform-ready intelligence.
55,729 indicator observations across 91 adversary clusters this week — featuring Silent Ransom Group, DPRK-aligned activity, VShell, and a Mirai-class IoT seeder wave. Trend analysis, severity breakdown, detection recipes, and the platform to query it all.
A 2026 threat hunting playbook with seven battle-tested Sigma rules, a MITRE ATT&CK coverage matrix, and success metrics for SOC analysts, threat hunters, and detection engineers. Hunt the techniques, not the indicators.
