Product Engineering

Product engineering services that modernize and scale.

Architecture cleanup, performance optimization, stack migration, and feature expansion - without the big-bang rewrite.

Modernization Pipeline

Modernization pipeline

Six phases that take legacy systems from assessment to production cutover - with zero downtime.

  1. 01

    System Audit

    Assess architecture, dependencies, tech debt, and risks

  2. 02

    Migration Plan

    Design target architecture and phased migration strategy

  3. 03

    Data Migration

    Move databases with zero downtime and data integrity

  4. 04

    Code Modernization

    Refactor, rewrite, or wrap legacy components

  5. 05

    Testing & Validation

    Comprehensive testing at every migration stage

  6. 06

    Cutover & Monitor

    Controlled switch with rollback capability

01

System Audit

We begin with a comprehensive audit - static analysis surfaces code quality issues, dependency scans reveal vulnerabilities, load tests expose performance ceilings, and code review identifies architectural patterns that block scaling.

Technology
  • Static Analysis
  • Dependency Audit
  • Load Tests
  • Code Review
02

Migration Plan

The audit findings drive a target architecture design and a phased migration roadmap. Risk matrices prioritize what to modernize first, milestone planning ensures measurable progress, and architecture diagrams align all stakeholders.

Technology
  • Architecture Diagrams
  • Risk Matrix
  • Milestone Planning
  • ADRs
03

Data Migration

Database migrations run without service interruption - dual-write patterns keep both old and new systems in sync, shadow reads validate correctness, and automated verification ensures zero data loss throughout the process.

Technology
  • pg_dump
  • Flyway
  • Dual-Write
  • Shadow Reads
04

Code Modernization

The strangler fig pattern lets us replace legacy components incrementally - wrapping old APIs, extracting micro-frontends, and modularizing monoliths without a risky big-bang rewrite. Each piece is validated independently.

Technology
  • Strangler Fig
  • API Wrapping
  • Micro-Frontend
  • Modularization
05

Testing & Validation

Every migration step is gated by automated testing - end-to-end tests verify user flows, regression suites catch regressions, canary deployments limit blast radius, and A/B comparisons prove the new system matches or beats the old.

Technology
  • E2E Tests
  • Regression Suite
  • Canary Deploy
  • A/B Compare
06

Cutover & Monitor

The final cutover uses blue-green deployment with instant rollback capability. Feature flags control the rollout percentage, comprehensive monitoring tracks error rates and latency, and runbooks define escalation procedures.

Technology
  • Blue-Green Deploy
  • Feature Flags
  • Monitoring
  • Rollback
MIGRATION
Stage 01/06 · System Audit
Outcomes

Modernization outcomes

The measurable results our modernization projects deliver - faster systems, lower costs, zero disruption.

70%

Performance Gain

After architecture optimization

0

Downtime

Zero-downtime migration strategy

50%

Cost Reduction

Lower maintenance and infrastructure costs

3-6mo

Typical Timeline

Phased delivery with measurable milestones

Capabilities

What we deliver

From monolith decomposition to full stack migration - we modernize systems that other teams are afraid to touch.

Legacy Modernization

Move from outdated stacks to modern frameworks - incrementally, without halting operations or losing data.

Architecture Re-Design

Monolith to microservices, clean architecture, service boundaries, and domain-driven decomposition.

Performance Optimization

Query tuning, caching strategies, bundle optimization, lazy loading, and infrastructure right-sizing.

Stack Migration

Language, framework, database, and cloud platform migrations with phased rollout and rollback plans.

Technical Debt Reduction

Systematic refactoring, test coverage improvement, dependency updates, and documentation overhaul.

Feature Expansion

Add new capabilities to established products while preserving stability and backward compatibility.

Stack

Technology stack

We work across legacy and modern stacks - meeting your system where it is and migrating it where it needs to go.

Modern Stack

Next.jsReactNode.jsTypeScriptGo

Legacy Stack

.NETJavaPHPjQuerySQL Server

Database

PostgreSQLMongoDBRedisMySQL

Migration

FlywayPrisma Migratepg_dumpDual-Write

Testing

PlaywrightJestk6Lighthouse

Infrastructure

DockerKubernetesTerraformGitHub Actions

Have an existing system that needs work?

Describe what you're dealing with - we'll assess the architecture and recommend a modernization path.