Stabilizing Rackwise DCIM at Scale.
How a dedicated Roxosoft team integrated seamlessly into a distributed environment to stabilize a legacy platform modeling over 20,000 data center devices.
DCIM
Domain
Data center infrastructure
3
Senior Engineers
Dedicated team extension
20,000+
Devices
Modeled at scale
Seamless
Integration
Embedded engagement model
Integrating Into a Rigid, Pre-Existing Pipeline.
The client, a provider of Data Center Infrastructure Management (DCIM) software, had a complex, actively used product managing physical data center layouts, power, cooling, and connectivity. The challenge wasn't greenfield work — it was integrating an external team into a rigid pipeline to refactor legacy architecture and ship new features without breaking production.
Rigid Development Pipeline
Pre-existing CI/CD workflows and automation tools that required strict adherence.
Distributed Team Dynamics
Cross-timezone collaboration with the client's internal product team.
Legacy Architecture Debt
Years of accumulated technical debt in core system components.
Zero Downtime Requirement
Active production system with critical uptime SLAs.
dcim_core / device_inventory.ts
Distributed Collaboration.
We became an invisible extension of the internal team — not a separate vendor.
Process Adoption
We fully integrated into the client's existing environment, adopting their specific CI/CD pipelines, automation tools, and daily management routines across different time zones.
Deep Refactoring
Beyond standard feature development, our senior developers took responsibility for critical solution re-architecture, steadily untangling legacy code to improve system maintainability.
Predictable Delivery
By establishing transparent communication and rigorous code-review practices, we provided a stable, predictable development velocity for the client's internal product team.
Technical Depth, Production Stability.
Real-time device inventory and architectural refactoring delivered in lockstep with the client's internal release cadence.
Device Inventory Dashboard
Live| Device ID | Rack | Type | Power | Cooling | Status |
|---|---|---|---|---|---|
| SRV-A1-001 | A1-U12 | Compute | 850W | Zone A | Active |
| SRV-A1-002 | A1-U14 | Storage | 420W | Zone A | Active |
| SRV-B2-015 | B2-U08 | Network | 180W | Zone B | Maintenance |
| SRV-C3-042 | C3-U22 | Compute | 920W | Zone C | Active |
| SRV-D1-007 | D1-U04 | PDU | 0W | N/A | Monitoring |
Rack Layout
Rack A1
Rack B1
Rack C1
Refactor Diff
// 10x performance improvement
Legacy Code Refactoring
Systematic untangling of accumulated technical debt while maintaining production stability.
Distributed Team Sync
Seamless integration with cross-timezone development workflows and daily standups.
Complex State Management
Architectural improvements to handle 20,000+ device state changes in real-time.
Technical Stability.
Functioning as a seamless extension of the client's internal team, we reduced technical debt and kept a steady release cycle on a highly complex infrastructure modeling tool.
Reduced Technical Debt
Systematic refactoring eliminated critical architectural bottlenecks and improved code maintainability.
Steady Release Cycle
Predictable development velocity enabled the client to maintain consistent product updates.
Long-Term Stability
Architectural improvements contributed directly to the platform's operational resilience.
“By functioning as a seamless extension of their internal team, we enabled the client to reduce technical debt and maintain a steady release cycle. Our architectural refactoring contributed directly to the long-term stability of a highly complex infrastructure modeling tool.”
Kristopher Tyra
CTO, Rackwise
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Need senior engineers to untangle complex legacy architecture?
Our team specializes in integrating into existing environments and delivering predictable results on high-stakes refactoring projects.
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