Expertise
Cloud-native security
Threat modeling, service boundaries, admission controls, runtime detection, and guardrails for Kubernetes-based platforms.
Production engineering consulting
Architecture, Security, and Production Engineering Consulting
Practical help for teams working through cloud-native security, SPIFFE/SPIRE, Kubernetes hardening, AI infrastructure, RAG, data engineering, and production readiness.
Architecture reviewSecurity designProduction readinessTeam enablement
Expertise
Problems I can help untangle
These are the areas where CodersSecret already has deep public learning material and where consulting work can move quickly.
Expertise
SPIFFE/SPIRE and Zero Trust
Workload identity, mTLS, trust-domain federation, policy enforcement, and migration away from shared secrets.
Expertise
Kubernetes hardening
RBAC, PodSecurity, NetworkPolicy, image provenance, incident drills, and operating models for production clusters.
Expertise
AI infrastructure and RAG
Production RAG architecture, evaluation, agent/tool permissions, MCP security, and inference reliability.
Expertise
Data and analytics engineering
dbt modeling, data contracts, semantic layers, lineage, metric trust, and warehouse architecture.
Expertise
Team enablement
Architecture reviews, production readiness checklists, debugging workflows, and internal engineering training.
Engagement types
Focused help, not generic advice
Sessions are shaped around the system you are actually building or operating.
Private
Architecture review
Walk through diagrams, trust boundaries, service contracts, data flows, and failure paths before the system scales.
Private
Security design session
Review identity, authorization, secrets, deployment gates, runtime signals, and response paths against realistic attack scenarios.
Private
Production readiness review
Turn a launch, migration, or incident-prone system into a checklist of concrete engineering decisions and ownership gaps.
Relevant proof
Public material before a private session
CodersSecret already contains courses, labs, and reference sheets around the same production engineering topics. That gives us a shared vocabulary before we work through your specific architecture or incident.
Start here
Send the problem, architecture, or decision you are stuck on
Share the context, constraints, stack, and what you have already tried. I will review it privately and respond with next steps or a session invite.
Your information is private. NDAs are fine when company context requires one.
FAQ
Common questions
Is my question kept private?
Yes. Form submissions and session details are handled privately and are never used as public content without explicit permission.
How quickly will you respond?
I usually review submissions within 24-48 hours and reply with initial thoughts, questions, or a session invite.
What does a session look like?
We work through the real system together: architecture, code, deployment flow, diagrams, runbooks, or the decision that needs a second technical opinion.
Can you help with my specific stack?
My strongest areas are Python/Django, Kubernetes, PostgreSQL, AWS/GCP-style cloud architecture, and AI infrastructure. For other stacks, the architecture and security principles still transfer.
Do you sign NDAs?
Yes. If your company requires an NDA before discussing proprietary architecture or implementation details, that is fine.