Fractional Staff Engineering & Technical Advisory
I help technical leaders turn opaque, high-risk codebases into understandable, observable, and reliably shippable systems.
Senior technical advisory, legacy architecture discovery, and fractional engineering leadership for founders, CTOs, and engineering leaders navigating platform transitions.
"What part of your system are you currently most afraid to touch?"
Every production system eventually outgrows the people who built it. We start with a confidential conversation between technical peers about where the system fights back, where deployments feel risky, and what questions the team needs answered.
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01 Β· Inventory / InquireWhat you know and experience
We talk through your lived experience of the platform: where the system fights back, where deployments feel risky, and what questions you and your team are asking behind closed doors.
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02 Β· Evaluate / EngageHonoring what is already there
We look at what you already carry: the tribal knowledge in your team, the informal documentation, and the telemetry you already trust. We evaluate the organizational and technical reality together before deciding where to look next.
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03 Β· Address / ApplyA clear map and the freedom to choose
We synthesize the findings into a clear modernization roadmap. Then you decide the best pace: packaged as a self-guided map your team can execute internally, or a hands-on engagement with me embedded alongside you.
When Technical Leaders Call Me
Targeted problem domains where engineering craftsmanship and system cartography deliver high leverage.
Internal Tech Communities & Mentorship Systems
Build strong, durable, and adaptable communication channels inside engineering organizations. Using a Team Topologies-informed enablement model, help stream-aligned teams build the skills, shared language, and working agreements needed to collaborate without a permanent central bottleneck. Establish communities of practice, mentorship relays, teach-back loops, SME delegation, and handoff mechanisms that distribute context without creating a permanent central bottleneck.
Founder & Leadership Transitions
Rapid 30-to-90-day system inventory, access boundary auditing, component ownership visualization, and release risk governance following founder departures or acquisition transitions.
Monolith & Subsystem De-risking
Eliminating unhandled lateral state mutations across complex multi-step Rails state machines, decoupling core transaction flows, and executing zero-downtime database migrations under load.
Observability & Telemetry Overhaul
Architecting OpenTelemetry tracing across microservices and third-party supply chain boundaries to convert dark system behaviors into quantifiable telemetry and reduce incident diagnosis time (MTTD).
Technical Due Diligence & Risk Audits
Constructing end-to-end dependency models (interaction surface, lateral state, full-stack topology, supply chain exposure) to give executive leadership empirical proof before major modernizations.
Engagement Models
Internal Community & Mentorship Design
Best For: Engineering organizations that need stronger cross-team communication, durable communities of practice, or a repeatable mentoring model.
Key Deliverables:
- Current-state map of communication paths, ownership gaps, and coordination load
- Community operating model with roles, meeting rhythms, feedback loops, and shared artifacts
- Mentorship relay and teach-back model for developing mentors and distributing capability
- SME delegation and stewardship handoff plan that makes the practice resilient and adaptable
Legacy Architecture & Risk Audit
Best For: Founders, PE/VC firms, or engineering leaders needing rapid system legibility and risk containment.
Key Deliverables:
- Full-stack dependency map (browser interaction surface to DB / lateral state)
- Operational risk model & third-party supply chain boundary audit
- Component ownership visualization & release verification gates
- Modernization roadmap with explicit sequencing (Strangler-Fig milestones)
Fractional Staff IC / Architecture Retainer
Best For: Scale-ups needing experienced architectural leadership without executive management overhead.
Key Deliverables:
- Cross-team architectural direction, ADR authoring, and RFC reviews
- Incident escalation point & telemetry architecture (OpenTelemetry, MTTR reduction)
- State machine de-risking & zero-downtime database migration execution
- Agentic tooling, MCP server architecture, and bounded AI workflows
Architecture Advisory & Risk Retainer
Best For: Executive teams seeking ongoing architectural oversight and risk governance.
Key Deliverables:
- Regular architectural review board participation
- Third-party vendor & API integration security reviews
- Zero-downtime migration and database performance guidance
Direct Inquiry & Consultation
To discuss an advisory retainer, fractional role, or architecture modernization audit, schedule a 30-minute technical discussion on Calendly or send a direct email with your system context.