Senior Software Engineer
I build dependable systems where engineering, AI, and operations meet.
Focused on AI-assisted engineering systems, platform architecture, and operational tooling—so teams ship fast without trading away reliability.
There is more below—overview, experiments, notes, archive, and contact are on this page.
System overview
What lives here
Short, benefit-first entry points—jump in where you care first, then scroll for the full story.
- 01
Overview
How I design and operate production platforms end to end.
- 02
Experiments
Lab work: AI workflows, automation, and tooling I try in the open.
- 03
Notes
Short engineering notes on architecture, shipping, and ops.
- 04
Archive
Résumé PDF, on-page highlights, and a longer CV page—same archive as the section below.
// RECENT ACTIVITY
- 2025-04-12Scoped SLOs for a multi-region API and aligned error budgets with stakeholders.
- 2025-03-03Introduced feature flags and safer rollout checks for a Rails monolith.
- 2025-01-18Shaped an internal agent workflow with human review gates before production use.
// CURRENTLY EXPLORING
- Spec-driven development and tighter design-to-code loops
- Agents in the SDLC with auditable traces and rollback paths
- Platform metrics that tie cost, reliability, and team velocity
About station
Engineering with a purpose.
I partner with product and infrastructure teams to turn fuzzy requirements into systems that are observable, operable, and easy to evolve.
Simplicity first
Prefer small surfaces, clear boundaries, and boring technology where it earns its keep.
Complex problems
Break down risk, instrument early, and iterate with data instead of guesses.
AI where it helps
Automate toil, augment workflows, and keep humans in the loop for judgment calls.
10+
Years Experience
30+
Projects
8
Industries
∞
Curiosity
Notes
Engineering notes and opinions.
Reliability · 2026-04-12
Shipping with guardrails
How I think about feature flags, rollouts, and safe defaults when velocity matters.
Architecture · 2026-03-02
Notes on pragmatic architecture
Small boundaries, boring tech, and the art of leaving breadcrumbs for your future self.
- MG
AI · 2026-01-18
AI in the delivery loop
Pairing with models for code review, test ideas, and docs—without outsourcing judgment.
Popular topics
Archive
Résumé, highlights, and CV page.
This is the same Archive as the overview card above: highlights here, the résumé PDF, and the longer narrative on the CV page.
Backend & full stack
APIs, data modeling, performance, and pragmatic frontends.
AI & automation
Agents, tooling, and guardrails that ship safely to real users.
Reliability
SLOs, incident response, and operational excellence baked in.
Security-minded
Least privilege, secrets hygiene, and threat-aware design.
Contact portal
Let's build something great together.
Other ways to connect