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belovedjohndev/README.md

John Paul Libagh

Backend-focused developer building production-style systems with TypeScript, PostgreSQL, and clean architecture.

I focus on systems that need clear data models, transactional integrity, tenant isolation, and predictable behavior.


Current Focus

  • PostgreSQL schema design, constraints, indexing, and transactions
  • TypeScript backend development
  • Clean / hexagonal architecture
  • Multi-tenant application design
  • Idempotent API workflows
  • Deterministic business logic
  • Security-first system design

Active Projects

Discovery Call Assistant

A private tool for capturing client discovery calls, manual notes, transcript segments, requirements, and structured call history.

Focus areas:

  • Tenant-scoped call records
  • Manual and transcript-based note capture
  • Deterministic sequence numbering
  • Structured requirement extraction
  • Production-style frontend/backend separation

Multi-Tenant Estimate Engine

A reusable lead capture and estimate engine for service businesses.

Focus areas:

  • Tenant-specific configuration
  • PostgreSQL-backed pricing rules
  • Embeddable widget flow
  • Lead persistence
  • API-driven estimate generation

Personal Finance Ledger

A transactional income and expense tracking system focused on correctness.

Focus areas:

  • Schema-first design
  • Database constraints
  • Reporting logic
  • Balance calculation
  • Data integrity

Engineering Principles

  • Schema first
  • Explicit domain modeling
  • Database constraints over application assumptions
  • Transactions where correctness matters
  • Idempotent operations where applicable
  • Clear separation between domain, application, infrastructure, and presentation layers
  • Explicit behavior over hidden magic

Building slowly. Building correctly.

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