Embracing Continuous Incremental Progress
- Curtis Blair
- Jul 3
- 4 min read
Overview
Continuous Research methodology provided structure to establish the project scope, goals, and roadmap, aligning stakeholders' expectations with technology capabilities for developing a community knowledge repository.
I conducted research and design activities revealing project obstacles and usability issues preventing community engagement. I utilized heuristic evaluations, workflow audits, user ecosystem mapping, and task analysis to identify process improvements and create iterate mockups for design critiques.

Client
United States Space Force, Delta 10/ 10FDS, Space Domain
Process
Continuous Incremental Progress and Refinement
Disclaimer: The nature of this work is confidential, and per DoD compliance, the case study contains fictionalized data and omits project details. The case study presents a summary of my experience and design process.
Problem Statement
The Space Wiki project aimed to establish a community of practices by improving user engagement by solving usability issues that prevented migrating to a centralized knowledge repository.
Results
Shifting to a generational perspective utilizing continuous incremental progress bridged the missing improvement structure needed to align current issues to influencing future design iterations, providing parallel improvements for current UI obstacles with the need for UX research.
Future Recommendations
Continuous user outreach to address real-world problems and refine wiki capabilities
Craft intuitive platform features that are easy to implement and adjust content
Start ROI metrics now; changing or prioritizing other measurements later is okay
Role
Lead UX Designer
UX Skills
UX Strategy
Continuous Research
Service Design
Heuristic Evaluations
Workflow Audits
Task Analysis
Ecosystem Mapping
User Interviews
Tools
MediaWiki
Figma/ Figjam
Jira/ Confluence
Teams
Whiteboards
Design Process
Challenge
The challenges encountered revolve around a launched MVP with few prior user design considerations, sparse documentation, and vague success metrics. Our goal was to develop a community of practices, and we focused our efforts on improving engagement by improving the platform's overall usability.
My Responsibilities
As the Lead UX Designer, I collaborated with stakeholders, project managers, experts, colleagues, and others to develop an UX Roadmap prioritizing parallel research and development progress.
I coordinated with dev colleagues to implement requested features, platform updates, and researched extensions to augment platform limitations.
I synthesized user interviews ,audit results, secondary research, and design iteration defining improvement priorities, ROI metrics, and usability enhancements.
Initial Tasks
Discovery, Audits, Design Evaluation
Interviewed stakeholders and department heads, collecting perspectives and vision for MVP
Established secondary research to understand the goals of MVP launch, compile best practices, and set expectations for tje community of practice
Conducted a document audit and aligned findings with backlogged technical capabilities, limitations, and known issues
Status Quo
Defining project scope and expectations
Examine the current state of the MPV and the project’s status by auditing PoAMS and evaluating sprint projections from backlogged tickets
Defined project efforts into four categories: Project Management, Backend Development, Frontend Development(Wiki 1.0), and UX Design(Wiki 2.0)
Performed an Unstructured Cognitive Walkthrough with SME, revealing usability issues, engagement concerns, and desired features

Future Scouting
Desired Vision, Missions, and Goals
Compiled colleague’s discussion about MVP purpose into an elevator pitch
Examined pitches with vision and mission conversation to develop goals
Socialized concepts to identify targeted user base and develop project champion

Project Management: UX Roadmap
Grassroots to Community of Practice
Parallel efforts to improve current wiki version 1.0 through backend and frontend incremental improvements influencing research and design iterations for wiki 2.0.
Parallel Improvement Tracks
Project Management - Improvement Plans and Brand
Backend Development - Pipeline integration
Frontend Development - UI improvements for Wiki 1.0
UX Design - Research and design iterations for Wiki 2.0
Brand and Style Guides
A strategy for parallel efforts is to establish community engagement by socializing capabilities and providing needed features.
Brand Identity
Establish brand identity by socializing purpose, value, and real-world benefits through use cases that champion a shared knowledge repository.
Style Guide
Establish style guides for typography, color schemes, and visual motifs to establish foundations for implementing the Codex Design system.

Backend Development
Reframe mindset to “Now and Generational” incremental improvements.
PoAMS aligned to Wiki 1.0 as UI Improvements and Wiki 2.0 as UX Design Iterations.
Reframing Expectations
MVP Progress incorporates feedback and adapts to user needs and desired features
Platform is transitioning from a File System to a Knowledge Repository
Authoritative Publishing is developing Collaborative Community Practitioners
Frontend Development (Wiki 1.0)
Efforts for immediate incremental UI improvements influencing future research and design solutions.
Heuristics Evaluation
Incremental enhancements include improving navigation, wiki layout, and visual appeal to prioritize critical UI issues and backlog minor UX task issues.
Incorporating design standards for tier 1 improvements for visual communication while uncovering tier 2 UI usability issues to prepare for tier 3 UX research for wiki 2.0

UX Design (Wiki 2.0)
Conducted guerilla usability testing, collected feedback on critical usability issues, and synthesized results into design mockups.
Audit for platform features, ease of implementation, and intuitive interface
Created design iterations for the Global Navigation Bar, Footer, and Layout Templates
Review the obstacles for platform tasks (process and procedures) and user journey (workflow)

Pivot: Community Outreach
Pivot collaboration efforts from a single Champion to seeking Collaborators solving multiple relevant problems across a shared domain.
Recruitment Pool
Utilize current power users to increase the recruitment pool, uncover how they are using the platform, and incorporate their workarounds into feature improvements.
Wiki Team Expertise
Coordinated with Departments to assist with migration plans and initial setup, offering workflow optimizations that allowed us to collect user observations.
Transition Brief for new Design Lead
Before leaving the project, I compiled material for the new design lead, providing an overview of the project's goals, progress, and potential next tasks.
Review and refine documentation in Confluence and update the archive platform.
Debrief leadership and team on current efforts, progress, and subsequent actions.
Created onboarding memos for past achievements, current efforts, and future recommendations.
Impact
Continuous Research provided structure for parallel development tracks to improve the current UI and prepare for UX research and design refinement activities.
Future Recommendations
The wiki platform already solves a massive problem, information silos; the goal now is solving process and technical obstacles that prevent transitioning to the wiki solution.
Embrace incremental improvements using continuous research to solve current technology limitations and task issues.
ROI metrics are a place to start, so it is okay to change or prioritize other measurements later.