dukai.net

Services

Three core services, plus focused engagements in adjacent areas. All grounded in durable, maintainable software.

Core services

01

Architecture review

Independent audit of an existing system. Deliverable: a written report with prioritised risks and concrete refactor paths.

  • ▸Top 5 architectural risks identified
  • ▸Concrete, actionable refactor plans
  • ▸Effort estimate per direction
Start an audit →
02

AI-agentic enablement

Adopt AI coding agents without trading away maintainability. I structure codebases so agents work effectively, build the guardrails that keep their output reviewable, and keep a human hands-on at the keyboard - assisted coding, not vibe coding.

  • ▸Codebase structured for effective agent use
  • ▸Guardrails for maintainable, reviewable AI output
  • ▸An AI-assisted, quality-first team workflow
Start with AI →
03

Performance & scale rescue

Diagnose and fix systems that have slowed to a crawl or stalled in delivery. Track record: search times cut by an order of magnitude, and a flagship product stuck for years shipped in weeks.

  • ▸Root-cause diagnosis of the real bottleneck
  • ▸Order-of-magnitude performance gains where they exist
  • ▸A stalled delivery unblocked
Get unstuck →

Additional engagements

04

Greenfield architecture & stack selection

System design for new products: technology choices, naming conventions, build-pipeline scaffolding.

  • ▸Justified stack decision
  • ▸Module boundaries and responsibilities
  • ▸Build and deploy pipeline draft
Start planning →
05

Full-stack development

Node.js, Hapi.js, MongoDB, Elasticsearch, Google Cloud, and a deliberately framework-free front end. Mid-to-long engagements only.

  • ▸Maintainable, well-documented code
  • ▸Smooth integration into mixed teams
  • ▸Code-quality audits in flight
Get in touch →
06

Cloud & DevOps

Primarily Google Cloud (Cloud Functions, GCS, Firebase, Cloud SQL, Pub/Sub). AWS familiarity (Aurora, DynamoDB) for migration scenarios.

  • ▸GCP-native architecture draft
  • ▸Cost-optimised infrastructure
  • ▸Migration strategy when needed
Start an assessment →
07

Legacy system stewardship & handover

Taking over and caring for bespoke systems left without a developer. A written audit of what actually runs, what is undocumented and what threatens it; the build environment rebuilt and the source secured; then ongoing care with a guaranteed response time. Your system has an owner again.

  • ▸Written audit: what runs, what is undocumented, where the risk is
  • ▸Build environment rebuilt, source code secured
  • ▸Ongoing care with a guaranteed response time
Review my system →
08

Legacy to modern migration architecture

Planning and steering the modernisation of an older system in phases, without a shutdown. I have worked both shores: .NET Framework, Delphi / Object Pascal, Access-based business systems and on-prem SQL Server on one side, current web and cloud architecture on the other.

  • ▸A phased migration plan, not a big bang
  • ▸What carries over, what gets rewritten, what is left alone
  • ▸Risk, sequence and effort per phase
Plan the migration →
09

IoT / sensor & hardware-software systems

Hardware-software integration and sensor/IoT data pipelines, backed by a dual computer-science and mechanical-engineering foundation. The device side: wireless sensor networks, field data collection, digital signage. For shop-floor and plant integration, see industrial software integration.

  • ▸Reliable device-to-cloud data pipelines
  • ▸Hardware/software integration that holds up in the field
  • ▸Architecture for variable, high-volume sensor data
Discuss a system →
10

Industrial software integration (MES / Industry 4.0)

The layer between machines and IT: getting shop-floor data up to ERP and cloud level. OPC UA, MQTT (Sparkplug B) and Modbus, SCADA/HMI data collection, time-series storage and reporting. Software architecture in an industrial setting - not PLC programming.

  • ▸Shop-floor to ERP/cloud data pipeline
  • ▸A standards-based protocol layer (OPC UA, MQTT, Modbus)
  • ▸Time-series storage and reporting for high-volume machine data
Discuss a plant →
11

Geo / mapping systems

Map-centric web apps and location search across Google, Bing, and Mapbox, with high-performance geo-clustering for large datasets. Built for proptech, logistics, and anything that lives on a map.

  • ▸Fast map UIs over large datasets
  • ▸Geo-clustering and spatial search
  • ▸A provider-agnostic mapping layer
Map it out →
12

Code review & mentoring

Code-quality audits; one-on-one or team mentoring; SDLC + Agile process coaching.

  • ▸Concrete code-review report with action items
  • ▸Faster junior/mid-level developer growth
  • ▸Team-level best-practices document
Start mentoring →
13

Fractional CTO / advisory

Recurring sessions for founders and technical leads who need senior input - without a full-time CTO hire.

  • ▸Weekly or biweekly cadence
  • ▸Strategy, hiring, technical decisions
  • ▸Independent, honest opinion
Start advisory →