Diffy Studio / Engineering Case Studies

Backend systems for work that has to keep moving.

PHP, MariaDB, integrations, and workflow engineering shaped around real business operations—where state, failure, and handoff matter.

Engineering posture

Business workflows are state machines in work clothes.

The strongest systems here start with operational truth: what makes a transaction unique, which event may advance it, what can safely repeat, and where a person needs to decide.

WordPress is often the application host, but the engineering work is custom backend behavior: data models, signed boundaries, lifecycle rules, REST interfaces, atomic writes, third-party coordination, and operational recovery.

Technical descriptions are derived from inspected implementation evidence. First-person ownership and operating context are Jake's account. Diagrams are reconstructed, and no raw client data, source, workflow exports, production logs, or private endpoints are published.

Selected systems / 05

Engineering casebook

Five implementation stories with the architecture, ownership, safeguards, tradeoffs, and boundaries left visible.

02

Evaluation Fulfillment Workflow

Pay-first intake and evaluator fulfillment

A WordPress workflow joining payment, signed intake, state routing, human review, document generation, and customer delivery without duplicate fulfillment.

  • PHP
  • WordPress
  • Payments
  • HMAC
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03

Secure Invitation System

Single-use invitation security

A focused invitation mechanism using expiring random tokens, HMAC storage, constant-time validation, secure cookies, and atomic consumption.

  • PHP
  • MySQL
  • Token design
  • HMAC
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04

Commerce Data Migration

Reversible WooCommerce data normalization

A deterministic Python and WP-CLI migration that normalized product variations while preserving IDs, prices, and stock and keeping every change reviewable.

  • Python
  • Data normalization
  • WP-CLI
  • Testing
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05

Rental Quote Workflow

Rental discovery through quote operations

A PHP and JavaScript rental catalog that carries customer selections into a persistent quote workflow and an operator-facing status pipeline.

  • PHP
  • JavaScript
  • WordPress
  • Secure forms
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Cross-project index

Capabilities with evidence attached

01

PHP / server-side

Custom application logic, REST endpoints, workflow boundaries, WordPress as an application framework.

02

MySQL / MariaDB

Application-level schemas, unique keys, reporting indexes, prepared queries, and atomic conditional updates.

03

Integrations

CRM, payments, documents, email, inventory, and workflow orchestration with normalized boundaries.

04

Reliability

Idempotency, replay safety, stale-event protection, dry runs, snapshots, rollback, and failure handling.

05

Security controls

HMAC signatures, token hashing, constant-time checks, secure cookies, nonces, sanitization, and throttling.

06

Operations

Linux VPS, NGINX, RunCloud, WP-CLI, SSH, DNS, SSL, backups, migrations, and deployment scripts.

About

Jake Diefenderfer

I am a production-tested PHP/backend developer focused on systems that connect software behavior to real business operations.

Agency and client work taught me to translate business requirements, build the implementation, deploy it, and stay responsible when the system meets real operations. My work centers on durable data models, dependable integrations, explicit workflow boundaries, and practical recovery when systems do not behave as planned.

Email Jake