Writings & Thoughts

Thoughts on design, product & craft.

A collection of essays, practical frameworks, and design principles learned from shipping digital products.

All 18 essays & mental models
Scaling Design Systems from 0 → 1: Balancing Velocity and CohesionComing Soon
Design Systems·5 min read

Scaling Design Systems from 0 → 1: Balancing Velocity and Cohesion

A practical framework for setting up tokens, component governance, and engineering alignment without stalling product delivery.

Navigating Ambiguity: How to Shape Products When Requirements are UnclearComing Soon
Product Strategy·4 min read

Navigating Ambiguity: How to Shape Products When Requirements are Unclear

Turning vague stakeholder briefs into structured user journeys, low-fi prototypes, and measurable product outcomes.

UX Metrics That Actually Matter to Business StakeholdersComing Soon
Design Leadership·6 min read

UX Metrics That Actually Matter to Business Stakeholders

Moving past vanity metrics like 'delight' to communicate conversion velocity, time-to-task, and cognitive load in terms executives care about.

Styles are Dead: The Engineering Logic Behind 3-Level Variable StructuresComing Soon
Design Tokens·5 min read

Styles are Dead: The Engineering Logic Behind 3-Level Variable Structures

Why static styles crumble at scale, and how organizing design tokens into Primitives → Semantics → Components creates an unbreakable contract between Figma and code.

Atomic Design 2.0: Organizing Components for Code, Not Just CanvasComing Soon
Atomic Design·4 min read

Atomic Design 2.0: Organizing Components for Code, Not Just Canvas

How aligning Figma component variants, slot architecture, and boolean toggles directly with React props eliminates handoff misunderstandings.

The Math of Responsive Design: Why I Use rem over pxComing Soon
Accessibility·4 min read

The Math of Responsive Design: Why I Use rem over px

The engineering and accessibility rationale behind fluid type scales, browser root settings, and why hardcoded pixel units break user autonomy.

Why I Hate Math in Design: Building a 'No-Code' Token GeneratorComing Soon
Design Tools·5 min read

Why I Hate Math in Design: Building a 'No-Code' Token Generator

Behind the scenes of Relaysis.com and Token Forge—automating modular scales, contrast checks, and token transformations to free designers from manual calculations.

The 40-Page Truth: Why Sharing a Figma Link Isn't 'Handoff'Coming Soon
Design Operations·5 min read

The 40-Page Truth: Why Sharing a Figma Link Isn't 'Handoff'

A complete guide to documenting edge cases, empty states, error boundaries, network delays, and permission rules that turn designs into production-ready software.

Stop Saying 'Move it Left': How to Speak 'Developer' During QAComing Soon
Design QA·4 min read

Stop Saying 'Move it Left': How to Speak 'Developer' During QA

Mastering the CSS Box Model, Flexbox alignment, and Z-index stacking to give actionable, respected feedback that gets resolved in minutes instead of sprint cycles.

Beyond Figma: The 'Design Engineer' Tech StackComing Soon
Tech Stack·5 min read

Beyond Figma: The 'Design Engineer' Tech Stack

Why high-leverage product designers must navigate developer tools—integrating Linear, GitHub, DevTools, and Notion into daily product workflows.

Prompt Like a Developer: Optimization Techniques & Snippets for Product DesignersComing Soon
AI in Design·5 min read

Prompt Like a Developer: Optimization Techniques & Snippets for Product Designers

Structuring AI prompts with constraints, context framing, and typed schemas to generate realistic UX copy, synthesize research, and prototype UI logic.

Information Architecture IS Revenue: A Case Study on NavigationComing Soon
Information Architecture·6 min read

Information Architecture IS Revenue: A Case Study on Navigation

How restructuring catalog taxonomy and deep navigation hierarchies directly drove sales velocity and checkout conversions, backed by real data from AdroApex.

Designing for Control: Architecting Multi-Tenant Access (Admins vs. Buyers)Coming Soon
B2B SaaS·5 min read

Designing for Control: Architecting Multi-Tenant Access (Admins vs. Buyers)

Balancing complex role-based access control, tenant data isolation, and permission matrices with an intuitive, clutter-free user experience.

Automating Empathy: Tools I Use to Speed Up UX Research AnalysisComing Soon
UX Research·4 min read

Automating Empathy: Tools I Use to Speed Up UX Research Analysis

Leveraging automated transcription, sentiment clustering, and semantic synthesis to analyze dozens of customer discovery interviews in hours instead of weeks.

Product Designer vs. UI/UX Designer: It’s Not Just a Salary DifferenceComing Soon
Career Growth·5 min read

Product Designer vs. UI/UX Designer: It’s Not Just a Salary Difference

Understanding the shift in scope from visual polish and screen patterns to business metrics, unit economics, feature trade-offs, and stakeholder alignment.

UI is the Skin, UX is the Organs: The Simplest Way to Explain the DifferenceComing Soon
Mental Models·4 min read

UI is the Skin, UX is the Organs: The Simplest Way to Explain the Difference

A battle-tested mental model for cross-functional partners on why a beautiful interface fails if the underlying architecture, data flow, and feedback loops are broken.

The No-BS Design Interview: 5 Questions They Will Actually Ask (And How to Answer)Coming Soon
Interview Guide·6 min read

The No-BS Design Interview: 5 Questions They Will Actually Ask (And How to Answer)

A candid breakdown of tackling portfolio case study reviews, answering trade-off questions, handling cross-functional pushback, and walking through raw Figma files.

From CS to Design: Why Technical Literacy is a Product Designer's SuperpowerComing Soon
Manifesto·5 min read

From CS to Design: Why Technical Literacy is a Product Designer's Superpower

My manifesto on bridging Computer Science (B.Tech) with Human-Computer Interaction (M.Des)—and why understanding code transforms designers into strategic product leaders.