Strategic technical guidance for founders and senior teams.
Architecture, security, AI strategy, and scaling from someone who has built and launched products from pre-seed to growth stage, and designed systems to stay calm under load.
Advice from an engineer who has also run the business side: fundraising, financial models, and go-to-market at a VC-backed startup, so the technical call is weighed against runway and GTM.
AI & LLM Strategy
Where AI fits, RAG, verification, evals
Architecture for real scale
Ledgers, audit logs, multi-tenant isolation
Technical due diligence
Honest codebase and architecture assessment
Security audits & hardening
Adversarial review, auth, defense-in-depth
Advisory services.
Strategic guidance tailored to your stage. Past security reviews have surfaced real issues, account takeover, privilege escalation, rate-limiting gaps, with fixes that hold up.
AI & LLM Strategy
Clear thinking on where AI actually helps and where it does not. From opportunity identification to implementation, with the verification and guardrails that keep it trustworthy.
Ideal for:
Technical Strategy
CTO-level technical direction without a full-time hire. Direct guidance to your team on architecture, stack choices, and execution, weighed against runway and go-to-market.
Ideal for:
Technical Due Diligence
A senior read on a codebase and team before you invest, acquire, or commit. Architecture, security, and scalability, with a clear list of what to fix before you raise or scale.
Ideal for:
How advisory works.
Weekly calls, async, or project-based, whatever fits.
Discovery
30-min call to understand your challenges and goals.
Engagement
Choose weekly calls, async support, or project-based.
Value
Actionable guidance you can implement immediately.