Amit chakraborty - DEV Community

Amit chakraborty

Oct 15

MLOps: models that survive production · 3. Features: stores, and the simpler thing that usually works

#tutorial #aiengineering #mlops

13 min read

Amit chakraborty

Oct 15

Unexpected jank and memory spikes after adding React‑Native‑Skia to a production app

#reactnative #skia #android #mobileperformance

7 min read

Amit chakraborty

Oct 15

Engineering the Response Infrastructure for a Magnitude 6.7 Mid‑Atlantic Ridge Earthquake

#engineeringresponse #earlywarningsystems #systems #reliability

5 min read

Amit chakraborty

Oct 15

Incrementally Migrating to Reanimated 4 Worklets without a Freeze Window

#reactnative #reanimated #jsi #migrations

8 min read

Amit chakraborty

Oct 15

The DevOps bootcamp · 3. The shell: pipes, scripts and automating your own machine

#tutorial #devops #thedevopsbootcamp #beginners

10 min read

Amit chakraborty

Oct 14

Migrating React Native Native Modules without a Release Freeze

#reactnative #android #turbomodules #migrations

8 min read

Amit chakraborty

Oct 14

FastAPI in production · 2. Pydantic as your API contract

#tutorial #backend #fastapiinproduction

11 min read

Amit chakraborty

Oct 14

Reanimated 4 worklets: production‑only breakage and early detection

#reactnative #reanimated #android #hermes

8 min read

Amit chakraborty

Oct 14

Building Setu: A Local-First Sharing Experience for Android — Looking for Early Testers

#showdev #android #buildinpublic #mobile

3 min read

Amit chakraborty

Oct 14

# Building Setu: Exploring Local-First Sharing on Android

#architecture #testing #crypto #web3

3 min read

Amit chakraborty

Oct 14

Product management for engineers · 1. What a product manager does all day

#tutorial #product #productmanagementforengineers #whatapmactuallyowns

11 min read

Amit chakraborty

Oct 14

Reanimated 4 worklets: enforcing a measurable performance budget

#reactnative #performance #reanimated #mobileperformance

8 min read

Amit chakraborty

Oct 10

The Hermes Bytecode Trap: Why Your App is Fast in Development and Slow in Production

#reactnative #hermes #android #performance

1

5 min read

Amit chakraborty

Oct 9

Defending the 16ms Frame: A Performance Budget for React Native Skia

#reactnative #skia #performance #jsi

5 min read

Amit chakraborty

Oct 9

Measuring the ROI of TurboModules before you commit to the rewrite

#reactnative #turbomodules #architecture #performance

6 min read

Amit chakraborty

Oct 9

Production failures: the things that page you · 2. Thundering herd: when the cache expires all at once

#tutorial #reliability #productionfailures #howdowedecoupletheexpiry

8 min read

Amit chakraborty

Oct 9

Why Your Lighthouse Score is Lying About Your Core Web Vitals Regression

#frontend #corewebvitals #performance #architecture

5 min read

Amit chakraborty

Oct 8

MLOps: models that survive production · 2. Data versioning

#tutorial #aiengineering #mlops #whygitcannotholdyourdata

1

9 min read

Amit chakraborty

Oct 8

Defending the 16ms Frame: A Performance Budget for React Native TurboModules

#reactnative #turbomodules #jsi #performance

6 min read

Amit chakraborty

Oct 8

The hidden cost of TurboModules: Why Codegen is not a free lunch

#reactnative #turbomodules #jsi #architecture

5 min read

Amit chakraborty

Oct 8

The DevOps bootcamp · 2. The Linux you actually need

#tutorial #devops #thedevopsbootcamp #howdoyoufindwhatisholdingaport

9 min read

Amit chakraborty

Oct 8

The Silent Deadlock: Debugging Fabric Renderer Stalls in Production

#reactnative #fabric #architecture #newarchitecture

5 min read

Amit chakraborty

Oct 7

FastAPI in production · 1. FastAPI in one hour

#tutorial #backend #fastapiinproduction #whydocumentationdriftsfromcode

9 min read

Amit chakraborty

Oct 7

The Hidden Performance Ceiling of React Native Skia in Production

#reactnative #skia #performance #react

6 min read

Amit chakraborty

Oct 7

The Hidden Failure Modes of React Native TurboModules and Codegen

#reactnative #turbomodules #jsi #android

6 min read

Amit chakraborty

Sep 27

I Built My Portfolio With Lovable — And It Made Me Rethink What Web Development Costs

#ai #webdev #productivity #architecture

1

9 min read

Amit chakraborty

Sep 14

Let’s Build Your First Electron App: The Magical Feed App!

#engineering

1 min read

Amit chakraborty

Sep 14

Say Goodbye to Git Woes: Become a Git Wizard Today! ‍♂️

#engineering

3 min read

Amit chakraborty

Sep 14

Hermes Bytecode and the Cold-Start Budget: Engineering Time-to-Interactive as a Product Requirement

#engineering

6 min read

Amit chakraborty

Sep 14

Achieving 60fps on Budget Android Hardware: Offloading Image Decode and ML Preprocessing

#react #mls #reactnative

6 min read

Amit chakraborty

Sep 11

Migrating to React Native Skia without a feature freeze

#reactnative #skia #jsi #react

3

5 min read

Amit chakraborty

Sep 11

On-Device Computer Vision Under 16 Milliseconds

#aiengineering #computervision #webgpu #performance

1

6 min read

Amit chakraborty

Sep 11

Production failures: the things that page you · 1. The three in the morning page

#tutorial #reliability #productionfailures

2

9 min read

Amit chakraborty

Sep 11

The Cost of Silent Failures: Hardening the Contract Between React Native and NestJS

#fullstack #reactnative #architecture #typescript

1

6 min read

Amit chakraborty

Sep 10

MLOps: models that survive production · 1. Why models fail in production and never in the notebook

#tutorial #aiengineering #mlops #executionstateandtherepl

1

9 min read

Amit chakraborty

Sep 10

Idempotency as a Product Feature: Run Keys, Leases, and Scheduling

#fullstack #idempotency #architecture #llm

1

5 min read

Amit chakraborty

Sep 10

Systems Engineering for High-Magnitude Seismic Events

#engineeringresponse #earlywarningsystems #systems #reliability

1

5 min read

Amit chakraborty

Sep 10

Architecture Over Algorithms: Scaling an Engineering Team from 0 to 21

#engineeringleadership #architecture #reactnative #compliance

1

6 min read

Amit chakraborty

Sep 10

A Token Budget is an Architectural Constraint

#aiengineering #architecture #llm #rag

1

5

6 min read

Amit chakraborty

Sep 10

The DevOps bootcamp · 1. What DevOps is, once the marketing is removed

#devops #cicd #idempotency #observability

8 min read

Amit chakraborty

Sep 8

From 2-Day Releases to 4-Hour Releases: The Hierarchy of Engineering Velocity

#foundingengineer #reactnative #webdev

5 min read

Amit chakraborty

Sep 7

Next.js Streaming and the Latency Gap: Placing Suspense Where the Data Fails

#frontend #reactnative #webdev

5 min read

Amit chakraborty

Sep 7

PostGIS for People Who Thought They Needed a Search Cluster

#fullstack #reactnative #webdev

6 min read

Amit chakraborty

Sep 7

Deterministic Fallbacks for Every AI Path

#aillm #reactnative #webdev

6 min read

Amit chakraborty

Sep 6

Why Retrieval Quality Beats Model Choice

#aillm #reactnative #webdev

6 min read

Amit chakraborty

Sep 6

Engineering RAG Pipelines That Survive a HIPAA Compliance Audit

#aillm #reactnative #webdev

6 min read

Amit chakraborty

Sep 5

Reanimated Worklets: The Rule That Keeps Gestures Smooth

#reactnative #webdev

5 min read

Amit chakraborty

Sep 5

Achieving 60fps on Budget Android Hardware: Offloading Image Decode and ML Preprocessing

#reactnative #webdev

1

6 min read

Amit chakraborty

Sep 5

Hermes Bytecode and the Cold-Start Budget: Engineering Time-to-Interactive as a Product Requirement

#reactnative #webdev

6 min read

Amit chakraborty

Sep 4

Scaling React Native Performance: When to Move Logic to C++ via JSI

#reactnative #webdev

6 min read

Amit chakraborty

Aug 31

What Bridgeless Mode Actually Changed in React Native

#reactnative #webdev

5 min read