Knowledge library

Technical operational resources hub

Published cyber threat intelligence analyses, baseline reasoning whitepapers, and operational detection guidebooks compiled by the core detection engineering staff.

Threat research & CTI
THREAT REPORT

Dissecting advanced living-off-the-land lateral chains

Forensic analysis covering token reuse scripts, non-standard memory access protocols, and unmonitored scheduled execution wrappers.

12 min read Download PDF
IOC ADVISORY

Hypervisor target exploits across hybrid tenancies

Active network sub-segment indicators, command strings, and containment parameters from sovereign cloud observations.

Technical digest Review JSON
CAMPAIGN STUDY

Targeted data exfiltration via HTTPS DNS tunnels

Evaluating multi-dimensional ML detection buffers that catch sub-packet-rate exfiltration over standard DNS query endpoints.

8 min read Read briefing
Agent architecture & AI
WHITEPAPER

Deterministic multi-agent orchestration loops

Architecture study documenting cross-agent message passing, localised state validation matrices, and non-biased hypothesis weighting.

Peer reviewed Download paper
ENGINEERING NOTE

Vector reasoning over streaming structural schema

Overcoming sliding context bounds by hashing parsed entity graphs into multi-dimensional memory blocks for zero-lag access.

Core ops Explore spec
RESEARCH PAPER

Supervised autonomy boundaries in action orchestration

Mathematical frameworks modelling response safety metrics that guarantee implicit rollbacks without disrupting valid operations.

22 pages Get report
SOC engineering & playbooks
PLAYBOOK SPEC

Automating Tier-1 ransomware containment paths

Step-by-step logic workflows parsing high-entropy directory writes to immediately enforce logical local-network device isolation.

SOAR blueprint View YAML
ENGINEERING GUIDE

Optimising high-volume EDR data ingestion buffers

Practical kernel tuning and socket optimisation maps preventing packet drop over continuous telemetry streaming hooks.

Sysadmin reference Read guide
COMPLIANCE MAPPING

Mapping multi-agent proof output to the DORA standard

Translating automated temporal timelines into defensible internal audit logs meeting digital resilience expectations.

Regulatory digest Review spec

Access specialised custom threat feeds.

Enterprise users receive continuous machine access referencing our core verified behavioural signature buffers.

Request Demo Review platform