Nainik Mehta

Software Engineer | Co-Founder AskAStudent | Full Stack Developer | Driving Initiatives In Executing Ideas To Reality And Surplus Them | Happy to connect 👇

India Joined on Nov 18, 2024 https://matching.turing.com/developer-resume-preview/8ed7846287fd93688f3ef472c809eff2d54b0eaa28d21a

Pronouns

Nainik

Work

Software Engineer | Co-Founder AskAStudent | Full Stack Developer

Nainik Mehta

Sep 29

Matched‑Pair A/B Testing for LLM Prompts & Metrics

#abtesting #mlops #llm #analytics

5 min read

Want to connect with Nainik Mehta?

Create an account to connect with Nainik Mehta. You can also sign in below to proceed if you already have an account.

Create Account

Already have an account? Sign in

Nainik Mehta

Sep 29

Adopt Next.js Instant Navigations: Per‑Route Playbook

#nextjs #performance #webdev #react

5 min read

Nainik Mehta

Sep 29

Stop Overriding AntD CSS — Embrace zeroRuntime Tokens

#antd #tokens #performance #frontend

4 min read

Nainik Mehta

Sep 28

Idempotency Keys: Practical Guide for Distributed Systems

#idempotency #distributed #reliability #kafka

5 min read

Nainik Mehta

Sep 28

Embedding Drift: Detect, Monitor & Swap Models Safely

#mlops #embeddings #drift #deployment

4 min read

Nainik Mehta

Sep 27

React virtualized chat: scroll anchoring & no-jump lists

#react #virtualized #performance #ux

4 min read

Nainik Mehta

Sep 27

Colocate Adaptive Concurrency at the Bottleneck (2026)

#sre #reliability #backpressure #concurrency

4 min read

Nainik Mehta

Sep 27

Avoid Shortcut Learning: Behavioral Signals in LLM Rerankers

#llm #reranking #search #machinelearning

4 min read

Nainik Mehta

Sep 26

Prevent Next.js Hydration Mismatches — App Router Guide

#nextjs #hydration #antd #playwright

4 min read

Nainik Mehta

Sep 26

Progressive Hydration in React — Client Islands & Triggers

#react #performance #hydration #webdev

4 min read

Nainik Mehta

Sep 26

Fix Serialization First — Service-to-Service Patterns

#performance #serialization #observability #go

4 min read

Nainik Mehta

Sep 25

Practical PII Redaction for LLM Pipelines in Production

#privacy #pii #mlops #security

4 min read

Nainik Mehta

Sep 25

Avoid GraphQL waterfalls in Next.js App Router with Suspense

#nextjs #graphql #performance #react

4 min read

Nainik Mehta

Sep 25

React + WebAssembly: Lazy useWasm Hook & Worker Pattern

#react #webassembly #performance

4 min read

Nainik Mehta

Sep 24

Streaming Materialized Views for Live Read Models (2026)

#streaming #cdc #risingwave #flink

4 min read

Nainik Mehta

Sep 24

LLM-as-Judge: Auto‑Annotate & Triage AI Failures

#mlops #product #observability #llm

4 min read

Nainik Mehta

Sep 24

Stop Reading cookies() in Next.js Layouts — Preserve PPR

#nextjs #performance #react #webdev

4 min read

Nainik Mehta

Sep 23

React Web Workers with Comlink: Practical Patterns

#react #comlink #webworkers #performance

4 min read

Nainik Mehta

Sep 23

Avoid WebSocket Reconnect Storms in Multi-Region Systems

#sre #websockets #devops #observability

4 min read

Nainik Mehta

Sep 23

Hot Take: Deploy Small Language Models to the Edge

#edge #machinelearning #mlops #quantization

4 min read

Nainik Mehta

Sep 22

Next.js SSE: Reliable Server‑Sent Events (App Router)

#nextjs #sse #streaming #webdev

4 min read

Nainik Mehta

Sep 22

Offline-First React: TanStack Query + IndexedDB Patterns

#tanstack #dexie #offline #react

4 min read

Nainik Mehta

Sep 22

eBPF-First SLO-Driven Autoscaling for Reliable Systems

#ebpf #slo #autoscaling #observability

4 min read

Nainik Mehta

Sep 21

LLM Observability: Trace Cost, Sampling & Privacy

#observability #llm #tracing #privacy

4 min read

Nainik Mehta

Sep 20

Cache Stampede Mitigation: Stale‑While‑Revalidate & Coalescing

#caching #reliability #sre #performance

4 min read

Nainik Mehta

Sep 20

Guarding LLM Agents: Tool Authorization Best Practices

#security #ai #authorization #agents

4 min read

Nainik Mehta

Sep 20

Next.js revalidateTag: Surgical ISR & Self-hosted Caching

#nextjs #cache #webdev #devops

4 min read

Nainik Mehta

Sep 19

React WebSocket Performance: RAF Buffering Pattern

#react #websocket #performance #javascript

4 min read

Nainik Mehta

Sep 19

Migration Canary: Continuous Verification for Schemas

#devops #sre #migrations #database

4 min read

Nainik Mehta

Sep 19

Why LLM Cascades Fail for Interactive Apps — Use Router

#routing #cascades #mlops #llm

4 min read

Nainik Mehta

Sep 18

Migrating to Next.js 15: big wins, small gotchas

#nextjs #migration #performance #webdev

4 min read

Nainik Mehta

Sep 18

Polymorphic React Components in TypeScript — 'as' & asChild

#react #typescript #frontend #components

4 min read

Nainik Mehta

Sep 18

Modular Monolith Architecture: The Smart Default in 2026

#architecture #monolith #microservices #devops

4 min read

Nainik Mehta

Sep 17

Prompt Registry & CI Eval Gates for Safe LLMs

#promptregistry #mlops #devops #prompting

4 min read

Nainik Mehta

Sep 17

Next.js Edge Runtime: Edge vs Node — Practical Guide

#nextjs #edge #performance #cloud

4 min read

Nainik Mehta

Sep 17

Cut React bundle size 3x — No Next.js migration required

#react #vite #performance #bundlesize

4 min read

Nainik Mehta

Sep 16

Tenant-aware load shedding for resilient SaaS systems

#sre #multitenancy #observability #fairness

4 min read

Nainik Mehta

Sep 15

Optimize feedback loops, not just code

#productivity #engineering #leadership #devops

3 min read

Nainik Mehta

Sep 15

Why RAG Fails for Ground-Truth Data | Nainik Mehta

#ai #rag #database #engineering

3 min read

Nainik Mehta

Sep 14

Fix Next.js Dynamic Import Lag with Chunk Preloading

#nextjs #react #performance #webdev

3 min read

Nainik Mehta

Sep 14

Stop Using useState for Search, Filters, and Pagination

#react #javascript #webdev #frontend

3 min read

Nainik Mehta

Sep 14

Next.js & AI Systems Architecture: Scaling Real-Time Agents (2026)

#nextjs #aiagents #systemdesign #webperf

2 min read

Nainik Mehta

Sep 13

Scale Next.js Dynamic Routes & Fix Slow Build Times

#nextjs #react #devops #webdev

3 min read

Nainik Mehta

Sep 13

Stop Making Your React Components Reusable | React Design

#react #javascript #webdev #coding

3 min read

Nainik Mehta

Sep 12

Why Round-Robin Load Balancing Breaks WebSockets at Scale

#websockets #loadbalancing #systemdesign #backend

3 min read

Nainik Mehta

Sep 12

Local LLM Mock Server: Stop Wasting API Credits in Dev

#ai #nextjs #testing #devops

3 min read

Nainik Mehta

Sep 12

Why Next.js Middleware is the Wrong Place for Auth

#nextjs #webdev #performance #security

3 min read

Nainik Mehta

Sep 11

React 19 Ref as Prop: Simplify TypeScript Components

#react #typescript #webdev #frontend

3 min read

Nainik Mehta

Sep 11

Solving the Invisible Update Bug: Read-Your-Writes Guide

#database #architecture #scalability #backend

4 min read

Nainik Mehta

Sep 10

Fix Next.js Parallel Routes 404 on Refresh | App Router Guide

#nextjs #react #webdev #javascript

4 min read

Nainik Mehta

Sep 10

Why React 19's use() API Can Break the Rules of Hooks

#react #javascript #webdev #frontend

4 min read

Nainik Mehta

Sep 10

Database-per-Service is a Trap: Try Logical Schemas

#microservices #architecture #database #backend

3 min read

Nainik Mehta

Sep 9

Resilient AI: Multi-Provider LLM Fallback Routing Guide

#llm #architecture #ai #engineering

3 min read

Nainik Mehta

Sep 9

React Context Is Not State Management: Stop Using It

#react #javascript #webdev #performance

3 min read

Nainik Mehta

Sep 8

Systems Architecture for Agentic AI in Next.js | Nainik Mehta

#architecture #nextjs #ai #scalability

3 min read

Nainik Mehta

Sep 8

How to Fix LLM Streaming Lag and React Render Storms

#react #performance #ai #javascript

3 min read

Nainik Mehta

Sep 8

Stop Treating 'use client' Like a Code Smell in Next.js

#nextjs #react #webdev #javascript

3 min read

Nainik Mehta

Sep 7

React 19 useActionState: 3 Silent Trapdoors to Avoid

#react #javascript #webdev #frontend

3 min read

Nainik Mehta

Sep 7

Why Your AI Agent Should Just Be a Simple while Loop

#ai #architecture #coding #llm

3 min read

Nainik Mehta

Sep 6

Next.js 15 next/form: Stop Writing Search Form Boilerplate

#nextjs #react #webdev #javascript

3 min read

One Year Club

Writing Debut

Want to connect with Nainik Mehta?