DEV Community

SoftwareDevs mvpfactory.io profile picture

SoftwareDevs mvpfactory.io

Building startups app and big companies. Mobile, web, backend developer

Joined Joined on  Personal website https://mvpfactory.io
Practical LLM Inference Scheduling on Kubernetes

Practical LLM Inference Scheduling on Kubernetes

Comments
4 min read

Want to connect with SoftwareDevs mvpfactory.io?

Create an account to connect with SoftwareDevs mvpfactory.io. You can also sign in below to proceed if you already have an account.

Already have an account? Sign in
Thermal Throttling and Sustained On-Device LLM Inference on Android

Thermal Throttling and Sustained On-Device LLM Inference on Android

2
Comments
3 min read
WebGPU Compute Shaders for On-Device LLM Inference in Android WebViews: The GPU Pipeline That Bypasses NNAPI Limitations

WebGPU Compute Shaders for On-Device LLM Inference in Android WebViews: The GPU Pipeline That Bypasses NNAPI Limitations

Comments
4 min read
Speculative Decoding on Android

Speculative Decoding on Android

Comments
4 min read
Kotlin/Native Memory Model and GC Tuning for High-Throughput KMP Server Applications

Kotlin/Native Memory Model and GC Tuning for High-Throughput KMP Server Applications

Comments
3 min read
Idempotent API Design for Mobile Payment Flows

Idempotent API Design for Mobile Payment Flows

Comments
4 min read
Predictive Prefetching in Android with TensorFlow Lite

Predictive Prefetching in Android with TensorFlow Lite

1
Comments
5 min read
Exit Offers and Paywall A/B Testing That Actually Moves Revenue

Exit Offers and Paywall A/B Testing That Actually Moves Revenue

1
Comments
4 min read
Gradle Build Cache Deep Dive

Gradle Build Cache Deep Dive

2
Comments
4 min read
Zero-Downtime Schema Migrations in Production PostgreSQL

Zero-Downtime Schema Migrations in Production PostgreSQL

3
Comments
4 min read
Container Image Layer Caching in GitHub Actions

Container Image Layer Caching in GitHub Actions

1
Comments
4 min read
API Versioning Without the Mess

API Versioning Without the Mess

1
Comments
3 min read
Estimating Your Startup's True CAC When Half Your Users Come from Organic

Estimating Your Startup's True CAC When Half Your Users Come from Organic

1
Comments
4 min read
Streaming LLM Responses to Mobile Clients

Streaming LLM Responses to Mobile Clients

1
Comments
4 min read
Agentic Coding with Small Open Models: Running Qwen3.6-35B-A3B Locally for Code Review, Refactoring, and CI Gatekeeping

Agentic Coding with Small Open Models: Running Qwen3.6-35B-A3B Locally for Code Review, Refactoring, and CI Gatekeeping

1
Comments
5 min read
Modularizing Your Android Build with Convention Plugins and Version Catalogs: The Gradle Architecture That Cuts CI Time in Half

Modularizing Your Android Build with Convention Plugins and Version Catalogs: The Gradle Architecture That Cuts CI Time in Half

1
Comments
4 min read
App Store Keyword Cannibalization and Long-Tail Ranking Mechanics

App Store Keyword Cannibalization and Long-Tail Ranking Mechanics

1
Comments
5 min read
Validating Product-Market Fit with Cohort Retention Curves

Validating Product-Market Fit with Cohort Retention Curves

1
Comments
3 min read
Building an LLM Gateway for Your Startup

Building an LLM Gateway for Your Startup

1
Comments
4 min read
Validating Your Startup Idea with a Landing Page, Waitlist, and Stripe Test Mode in One Weekend

Validating Your Startup Idea with a Landing Page, Waitlist, and Stripe Test Mode in One Weekend

1
Comments
4 min read
SQLite as Your Server Database

SQLite as Your Server Database

1
Comments
4 min read
CI/CD Cost Engineering

CI/CD Cost Engineering

1
Comments
4 min read
Fine-Tuning Whisper.cpp for On-Device Speech-to-Text in KMP

Fine-Tuning Whisper.cpp for On-Device Speech-to-Text in KMP

1
Comments
3 min read
Running Vision-Language Models On-Device in Android

Running Vision-Language Models On-Device in Android

1
Comments
4 min read
Android Baseline Profiles and Macrobenchmark in 2026

Android Baseline Profiles and Macrobenchmark in 2026

1
Comments
3 min read
Structured Output and Tool Calling with On-Device LLMs on Android

Structured Output and Tool Calling with On-Device LLMs on Android

1
Comments 1
3 min read
On-Device RAG for Android

On-Device RAG for Android

1
Comments
4 min read
Change Data Capture for Mobile Sync

Change Data Capture for Mobile Sync

1
Comments
4 min read
Kotlin Context Parameters in Practice

Kotlin Context Parameters in Practice

Comments
4 min read
PostgreSQL JSONB Indexing Strategies for Mobile API Backends

PostgreSQL JSONB Indexing Strategies for Mobile API Backends

Comments
3 min read
PostgreSQL Partial Indexes: Drop Your App-Layer Uniqueness Checks

PostgreSQL Partial Indexes: Drop Your App-Layer Uniqueness Checks

1
Comments
3 min read
PostgreSQL Advisory Locks for Distributed Rate Limiting

PostgreSQL Advisory Locks for Distributed Rate Limiting

Comments
3 min read
gRPC and Protocol Buffers for Mobile API Backends

gRPC and Protocol Buffers for Mobile API Backends

Comments
4 min read
Swift 6 Strict Concurrency Meets Kotlin Coroutines in KMP

Swift 6 Strict Concurrency Meets Kotlin Coroutines in KMP

1
Comments
4 min read
On-Device LLM Inference via KMP and llama.cpp

On-Device LLM Inference via KMP and llama.cpp

1
Comments
4 min read
Compose Multiplatform's Skia Rendering on iOS

Compose Multiplatform's Skia Rendering on iOS

1
Comments
4 min read
PostgreSQL Row-Level Security for Multi-Tenant SaaS

PostgreSQL Row-Level Security for Multi-Tenant SaaS

2
Comments
3 min read
Ktor on Virtual Threads vs Coroutines

Ktor on Virtual Threads vs Coroutines

1
Comments
4 min read
PostgreSQL LISTEN/NOTIFY as a lightweight job queue: replacing Redis for your startup's background tasks

PostgreSQL LISTEN/NOTIFY as a lightweight job queue: replacing Redis for your startup's background tasks

1
Comments
3 min read
SQLite WAL Mode, Connection Pooling, and Room's Query Planner

SQLite WAL Mode, Connection Pooling, and Room's Query Planner

1
Comments
4 min read
Partial Indexes and Expression Indexes in PostgreSQL: The Query Optimization Patterns That Cut Our Mobile API P99 Latency by 80%

Partial Indexes and Expression Indexes in PostgreSQL: The Query Optimization Patterns That Cut Our Mobile API P99 Latency by 80%

1
Comments
3 min read
Compose Stability Contracts, Strong Skipping Mode, and Non-Restartable Functions

Compose Stability Contracts, Strong Skipping Mode, and Non-Restartable Functions

1
Comments
4 min read
How to Beat Google Play's Developer Account Rejection Using ADR

How to Beat Google Play's Developer Account Rejection Using ADR

5
Comments
4 min read
Recursive CTEs in PostgreSQL for Hierarchical Mobile App Data

Recursive CTEs in PostgreSQL for Hierarchical Mobile App Data

1
Comments
4 min read
The Modular Monolith with Kotlin

The Modular Monolith with Kotlin

1
Comments
3 min read
Connection Pool Exhaustion in Mobile Backends

Connection Pool Exhaustion in Mobile Backends

1
Comments
3 min read
Embedding Local LLMs in Your Mobile App

Embedding Local LLMs in Your Mobile App

1
Comments
4 min read
Row-Level Security in PostgreSQL: Multi-Tenant Data Isolation for Your SaaS Without a Query Change

Row-Level Security in PostgreSQL: Multi-Tenant Data Isolation for Your SaaS Without a Query Change

1
Comments
3 min read
Server-Sent Events as Your Mobile Real-Time Layer

Server-Sent Events as Your Mobile Real-Time Layer

2
Comments
4 min read
Zero-Downtime PostgreSQL Migrations at Scale

Zero-Downtime PostgreSQL Migrations at Scale

1
Comments
4 min read
Kotlin Coroutines Meet Swift 6 Concurrency: Bidirectional Async Interop Patterns in KMP That Actually Work

Kotlin Coroutines Meet Swift 6 Concurrency: Bidirectional Async Interop Patterns in KMP That Actually Work

1
Comments
3 min read
Partial Indexes and Expression Indexes in PostgreSQL: The Performance Wins Most Mobile Backend Developers Miss

Partial Indexes and Expression Indexes in PostgreSQL: The Performance Wins Most Mobile Backend Developers Miss

1
Comments
3 min read
Designing Idempotent APIs for Mobile Clients: Retry Logic, Idempotency Keys, and the Patterns That Prevent Double Charges

Designing Idempotent APIs for Mobile Clients: Retry Logic, Idempotency Keys, and the Patterns That Prevent Double Charges

1
Comments
3 min read
SQLite as Your Server Database: WAL Mode, PRAGMA Tuning, and Why Litestream Changes Everything for Solo Founders

SQLite as Your Server Database: WAL Mode, PRAGMA Tuning, and Why Litestream Changes Everything for Solo Founders

2
Comments
3 min read
Gradle at Scale: Configuration Cache, Build Cache, and the Composite Build Patterns That Cut Our KMP CI from 45 to 12 Minutes

Gradle at Scale: Configuration Cache, Build Cache, and the Composite Build Patterns That Cut Our KMP CI from 45 to 12 Minutes

Comments
3 min read
The Modularization Trap: When Clean Architecture Becomes Your Startup's Bottleneck

The Modularization Trap: When Clean Architecture Becomes Your Startup's Bottleneck

Comments
3 min read
Replacing Your Message Queue with PostgreSQL: LISTEN/NOTIFY, SKIP LOCKED Queues, and When Kafka Is Overkill for Your Startup

Replacing Your Message Queue with PostgreSQL: LISTEN/NOTIFY, SKIP LOCKED Queues, and When Kafka Is Overkill for Your Startup

Comments
3 min read
Connection Pool Tuning Under Load: How HikariCP Defaults Silently Kill Your Mobile Backend

Connection Pool Tuning Under Load: How HikariCP Defaults Silently Kill Your Mobile Backend

Comments
3 min read
Building a Local RAG Pipeline on Mobile: Vector Search with SQLite, On-Device Embeddings, and a Shared KMP Architecture

Building a Local RAG Pipeline on Mobile: Vector Search with SQLite, On-Device Embeddings, and a Shared KMP Architecture

Comments
4 min read
End-to-End Kotlin

End-to-End Kotlin

1
Comments
4 min read
loading...