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PLAYBOOK

How I build

A practical workflow for shipping high-quality products without building a fragile mess.

Principles

Ship small, daily

Momentum beats motivation. I aim for changes that can land in production fast, then iterate.

Design for scale early

Not “premature optimization” — just sane boundaries, caching where it matters, and observability from day one.

Types are leverage

Type safety is a multiplier. It reduces fear, speeds up refactors, and keeps teams moving.

Measure, don’t guess

Performance, conversion, reliability — if it matters, I instrument it. Opinions come after data.

No mystery meat code

Readable code, consistent patterns, explicit naming. If future me can’t understand it fast, it’s wrong.

Process

01 — Discovery

  • Clarify the goal (what changes after this ships?)
  • Map users and critical flows
  • Define success metrics (speed, conversions, reliability, retention)
  • Audit existing stack and constraints

02 — System design

  • Pick the simplest architecture that won’t collapse at scale
  • Define data model and access patterns
  • Plan auth, roles, and security boundaries
  • Create an integration plan (payments, email, analytics, etc.)

03 — Build + iterate

  • Build the core flow end-to-end first
  • Instrument logs + analytics early
  • Ship weekly improvements based on feedback
  • Stabilize performance and failure modes

04 — Launch + harden

  • CI/CD, monitoring, error tracking
  • Load testing and bottleneck fixes
  • Backups + recovery plan
  • Docs so the system stays maintainable

Tools I reach for

Frontend

Next.js, TypeScript, Motion/GSAP, Tailwind, ShadCN

Backend

Go + Rust services, PostgreSQL, Redis, queues, Docker

Quality

Observability, testing where it matters, tight feedback loops

Playbook visual

Clean systems. Clear UI. Reliable execution.