“A production platform needs a technical security review beyond a checklist exercise.”
All consulting solutions
DISCOVER → ASSESS → HARDEN → VERIFY → OPERATE
Security Engineering
Engineering-focused security assessment and hardening across Linux, delivery pipelines, containers, Kubernetes, applications, APIs and AI systems.
Typical client situations
Recognize the problem before choosing the solution.
These are representative situations, not prerequisites for engagement.
“DevSecOps controls exist but do not reliably influence engineering decisions or remediation.”
“Container / Kubernetes privileges, secrets or network exposure need independent review.”
“An AI / RAG / agentic application needs threat modeling and guardrail architecture before broader rollout.”
Consulting areas
Linux hardening
Network exposure
DevSecOps
Container / Kubernetes security
Application / API security
Cloud security
AI security
Security architecture
Assessment scope
Assets and trust boundaries
Identity / privilege model
Service and network exposure
Pipeline / supply-chain controls
Container / Kubernetes posture
Application / API controls
Logging / detection
AI data, retrieval and tool boundaries
Representative engagements
Scope the engagement around the engineering decision.
Engagements can be short assessments, focused architecture work, implementation support or retained advisory.
Security architecture review
Linux hardening assessment
DevSecOps review
Kubernetes security assessment
Application / API review
AI security threat model
Remediation advisory
Deliverables
Leave with decisions, evidence and a path forward.
Deliverables are selected during scoping. Not every engagement needs every artifact.
01
Prioritized findings
02
Threat / trust-boundary model
03
Risk register
04
Hardening recommendations
05
Remediation roadmap
06
Security architecture guidance
07
Verification checklist
Intended outcomes
Reduced attack surface
Clearer security ownership
Prioritized remediation
Safer delivery and runtime controls
Better evidence for security decisions
Technology context
LinuxIAMCI/CDContainersKubernetesAPIsCloudLLMs / RAG / agentsOpen-source security tooling
This is engineering consulting, not a substitute for statutory certification, formal audit or regulated penetration-testing attestation unless separately contracted with appropriate scope and credentials.
CONNECTED PATHS
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Hardening a Linux production baseline
A representative security-review scenario for a Linux estate that needs a consistent, explainable hardening baseline without breaking operational requirements.
ContinueHow we can engage
Assess
Independent technical assessment of architecture, reliability, security, performance or operational readiness.
Architect
Reference architecture, design decisions, technology selection and implementation roadmap.
Implement
PoCs, integration, migration, automation, optimization and selected hands-on engineering work where scope permits.
Advise
Ongoing technical advisory, architecture reviews, troubleshooting support and engineering guidance.
Start with the problem