Ship secure, modern software — faster.
I build and harden production systems: security engineering, cloud/DevOps, AI integration, and full-stack product work. If the writing here is useful to you, that is the same judgement I bring to client work — practical, verified, and honest about trade-offs.
Security & audits
Threat modeling, code & cloud security reviews, hardening, and incident-readiness — the kind of work behind the CVE breakdowns on this blog.
Cloud & DevOps
Cloudflare, self-hosting, CI/CD, and pragmatic infrastructure that stays cheap, observable, and recoverable.
AI / LLM integration
Shipping real features with LLMs — retrieval, automation pipelines, and multilingual tooling — without the hype.
Full-stack build
Next.js / TypeScript / Postgres products end to end, from schema to a polished, fast reader experience.
Typical engagements: security reviews, short build sprints, and ongoing advisory. Tell me what you are building and what is in your way.