Many tabs, many projects
Users often keep tabs open across parallel tasks and lose track of why each page was opened.
Case Study
TaskTabs
A privacy-first Chrome extension that helps users recover context across many open browser tabs
01
Overview
TaskTabs is an in-progress Chrome extension for browser-heavy users who switch between multiple ongoing projects and lose context after returning to unfinished work. It organises live tabs around user-defined tasks, builds on Chrome's native Tab Groups, and provides a Side Panel dashboard for assigning, resuming, and managing work context. Check: TaskTabs
02
Product Opportunity & Timeline
Browser tabs often become informal memory aids. Users keep pages open because they need the context later, but parallel projects, interruptions, and similar-looking tabs make it difficult to resume work without reconstructing what each page was for.
Context decays after interruption
Returning to unfinished work requires reconstructing task intent, useful pages, and next actions.
Lightweight help fits the habit
Users need support inside existing browser behaviour, not another heavy task-management workspace.
03
Product Principles
These principles guided feature prioritisation, interaction design, and technical decisions throughout the project. Here is the privacy policy.
Passive Before Active
Prioritise lightweight contextual assistance over frequent user input.
Transparency Over Automation
Every automated action can be inspected, adjusted, or overridden.
Augment, Don't Replace
Layer onto normal browser behaviour instead of forcing a new workflow.
Respect User Boundaries
Collect only what is necessary: metadata and user actions, not page content.
Simplicity Over Intelligence
Use clear, predictable rules instead of complex automated decisions.
Native Before Custom
Build on Chrome Tab Groups and the Side Panel to reduce learning effort.
Meet TaskTabs
TaskTabs helps users manage browser workspaces through lightweight automation, while ensuring they remain in control of how pages are organised, retrieved, and resumed across work sessions.
04
Product Highlights
Passive Classification
Product thinking
Lightweight prompts appear only when organisation is likely to be valuable, with configurable timing so users can tune interruption level.
Experience value
The product encourages structure without asking users to classify every page manually.
Workspace-Based Context Management
Product thinking
Tabs are grouped around user-defined tasks so pages can be understood by purpose, not just title or window position.
Experience value
Users can recognise which pages belong together and return to a project without rebuilding the workspace from memory.
Context Recovery
Product thinking
Resume Reports surface recently active tasks, useful pages, and work context after meetings, breaks, or overnight interruptions.
Experience value
Users can restart faster without retracing browser history or searching through many similar tabs.
Activity Visibility
Product thinking
Task views surface page roles, recent activity, notes, and browser group relationships to support recognition-based retrieval.
Experience value
Users can distinguish similar pages and keep workspace context visible without switching to a separate task manager.
Balancing Automation and User Control
Product thinking
TaskTabs combines lightweight automation with transparent controls, including configurable prompt timing, auto-assign sources, snoozed pages, and manual override protection.
Experience value
Users can reduce repetitive organisation while keeping automation predictable, explainable, and easy to correct.
05
Key Decisions & Trade-offs
Privacy over AI Assistance
The MVP avoids accounts, cloud sync, analytics, AI features, and page-content reading so users can trust the extension with sensitive browsing contexts.
User Control over Full Automation
Automation is useful only when users can inspect, override, and correct it. Manual assignment and override protection stay visible.
Progressive Automation over Interruptions
TaskTabs uses lightweight prompts and configurable timing instead of aggressive suggestions that interrupt focused work.
Chrome Integration over Platform Independence
Building on Chrome Tab Groups and the Side Panel reduced adoption cost, even though it ties the MVP to one browser ecosystem.
06
User Testing & Iteration
I invited participants from the interviews to test the current MVP. I refined the extension based on feedback to reduce learning curve, improve control, and refine UI.
Reducing Learning Barriers Through Guided Onboarding
Bilingual onboarding support and a guided Side Panel walkthrough help users understand tasks, page classification, and auto-assignment.
Balancing Automation with User Control
Configurable prompt timing lets users decide when and how often TaskTabs should surface suggestions.
Making Classification Less Intrusive
Timeout behaviour became page-specific, shorter, and paused during task selection to reduce interruptions.
Supporting Flexible Workspace Management
Task renaming, tab notes, and batch editing actions help users adapt workspaces to evolving projects.
Integrating with Existing Browser Habits
Manual Chrome grouping now carries the same meaning as assigning pages through TaskTabs.
Simplifying the Interface for Everyday Use
Side Panel structure, visual hierarchy, and feature groupings were refined to reduce cognitive load.
07
Next Steps
Validate resumption value
Test whether Resume Reports reduce the time and effort needed to restart interrupted work.
Measure prompt tolerance
Study how often classification prompts can appear before they become disruptive.
Stress-test privacy expectations
Review whether local-only metadata collection remains understandable and trustworthy to users.
08
Reflection
Start with the smallest problem worth solving
Research pointed to a simpler problem than intelligence: people lose track of work across tabs.
Automation needs correction paths
Users appreciated automation only when they could understand, modify, or override it.
Native patterns reduce adoption cost
Integrating with Chrome Tab Groups and the Side Panel reduced the need to learn new workflows.
Flexibility matters more than optimisation
Letting users define their own tasks proved more valuable than optimising for one workflow.
Let's work together
Always happy to chat about research, design, or a good mystery.