July 21, 2026 1 min read
RAM vs Storage: Why Everyday Performance Feels Slow (or Fast)
A practical guide for non-technical users on how RAM and storage choices affect app speed, multitasking, and daily laptop or phone experience.
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WRITING & INSIGHTS
Writing & Thoughts
Deep dives into engineering challenges, architecture patterns, and the realities of production ML.
July 2, 2026 1 min read
Evaluating LLM Output Quality at Scale in Production
How we build automated evaluation pipelines using LLM-as-a-judge, semantic similarity metrics, and human-in-the-loop audit logs.
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June 22, 2026 1 min read
Demystifying OAuth 2.1 and OpenID Connect at the Edge
Implementing PKCE, securing session cookies in Server Components, and configuring stateless JWT token rotation schemes.
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May 14, 2026 1 min read
Orchestrating Multi-Agent Swarms: Beyond Simple Chains
Moving from linear pipelines to dynamic state machines where specialized LLM agents negotiate and delegate tasks autonomously.
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April 20, 2026 1 min read
Designing Multiplayer Web Apps: CRDTs vs. Operational Transformation
A practical comparison of Yjs, Automerge, and OT. Why Conflict-free Replicated Data Types (CRDTs) are winning the real-time collaboration space.
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March 18, 2026 1 min read
Optimizing Next.js Turbopack Builds for Micro-Frontends
Tuning compiler configurations, code-splitting strategies, and cache keys to reduce build times in enterprise monorepos.
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February 12, 2026 1 min read
Writing Robust Kubernetes Operators in Go: Beyond the Basics
A deep dive into controller-runtime loops, informer caches, custom resource definitions (CRDs), and handling reconsolidation edge cases gracefully.
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January 15, 2026 1 min read
Scaling Vector Search: Lessons from HNSW Performance Optimization
How we optimized Hierarchical Navigable Small World (HNSW) graphs to achieve sub-10ms query latencies on millions of 1536-dimensional embeddings.
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December 15, 2025 1 min read
Managing Schema Migrations in Distributed Databases at Scale
How to run zero-downtime schema upgrades and coordinate write paths across partitioned PostgreSQL databases.
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November 10, 2025 1 min read
Building Resilient Event-Driven Webhooks with BullMQ and Redis
Implementing backoff retry queues, failure dead-letter queues, and event ordering guarantees in Node.js microservices.
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October 5, 2025 1 min read
Profiling Node.js Memory Leaks in Production Environments
A walkthrough of heap snapshot analysis, core dump tracing, and diagnosing native memory growth in V8.
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September 12, 2025 1 min read
Understanding CSS Container Queries and Modern Layout Architecture
Moving away from global viewport media queries to component-driven container width responsive styling.
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August 18, 2025 1 min read
High-Performance Image Processing at the Edge with Cloudflare Workers
Dynamically resizing, compressing, and caching visual assets using WebAssembly and Rust on edge compute networks.
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July 15, 2025 1 min read
Designing Clean Architecture inside Nest.js REST APIs
Implementing domain-driven design, decoupling database schemas from business logic, and structuring testable services.
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June 10, 2025 1 min read
How We Reduced AWS Costs by 45% using Serverless Fine-Tuning
Auditing idle resources, sizing ECS Fargate tasks precisely, and using spot instances for offline batch ML jobs.
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May 20, 2025 1 min read
A Deep Dive into CSS Grid and Subgrid Layout Patterns
Aligning nested children card components across independent rows using the CSS Grid subgrid feature.
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April 14, 2025 1 min read
State Management in Next.js Server Actions and Optimistic Updates
Using React's useOptimistic hook to render instant local changes while Server Actions complete in the background.
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March 10, 2025 1 min read
Why I pair smooth scroll with scroll-driven animation
Lenis-style smoothing plus ScrollTrigger gives a polished feel without fighting the browser.
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February 18, 2025 1 min read
From notebook to production for ML features
A short checklist for turning experiments into APIs you can ship and monitor.
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January 22, 2025 1 min read
TypeScript at the boundaries of your app
Where strict types pay off first: API clients, config, and shared DTOs.
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December 12, 2024 1 min read
Building a Custom Query Parser for PostgreSQL Search
Using tsquery and tsvector indices to build clean, prompt-style search queries for structured tables.
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November 8, 2024 1 min read
Introduction to WebAssembly: Speeding up Front-End Math
Compiling C/Rust calculations into Wasm modules to run expensive image compression loops in client browsers.
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October 14, 2024 1 min read
Implementing Dark Mode without the Flash of Light Mode (FOUC)
How to read cookies in Next.js layout and inject script tags before the browser paints the body element.
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September 10, 2024 1 min read
Managing State with URL Search Parameters in React
Why shifting UI filters, page offsets, and modal visibility to URL search params improves link sharing and UX.
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August 12, 2024 1 min read
Custom Webpack Loaders: Parsing Custom File Types in React
Writing simple transformation loaders to import raw file contents directly into TypeScript components.
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July 16, 2024 1 min read
A Developer's Guide to CORS and Preflight Request Caching
Understanding Access-Control-Max-Age headers, preflight requests, and debugging complex cross-domain API setups.
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June 15, 2024 1 min read
Handling File Uploads at Scale with S3 Presigned URLs
Bypassing server bottlenecks by allowing client browsers to upload direct to S3 using secure, timed signatures.
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May 18, 2024 1 min read
Building Accessible Forms: Keyboard Navigation and ARIA Roles
Making complex autocomplete components accessible to screen readers using ARIA live regions and active descendant states.
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April 12, 2024 1 min read
Profiling CSS Render Performance in Chrome DevTools
Diagnosing layout shifts, repaints, and composite layers to achieve 60fps animations on mobile browsers.
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March 10, 2024 1 min read
Structuring TypeScript Monorepos with Turborepo and npm Workspaces
Setting up shared design systems, common helper functions, and build pipelines inside enterprise monorepos.
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February 15, 2024 1 min read
Introduction to Docker: Containerizing Your First React and Node App
Writing multi-stage Dockerfiles to bundle build outputs and run lightweight Node.js environments.
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January 18, 2024 1 min read
Understanding Javascript Promises and Event Loop Concurrency
A visual explanation of microtask queues, macrotask execution, and scheduling async timers.
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