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SoftwareDevs mvpfactory.io

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

Joined on Feb 24, 2026 https://mvpfactory.io

SoftwareDevs mvpfactory.io

Aug 7

WebAssembly on the Edge: Running Ktor and FastAPI Handlers in WASM Runtimes for Sub-Millisecond Cold Starts

#webdev #programming

4 min read

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SoftwareDevs mvpfactory.io

Aug 7

WebSocket Multiplexing Over HTTP/2 for Mobile APIs: Replacing Polling with Structured Streams at Scale

#webdev #programming

5 min read

SoftwareDevs mvpfactory.io

Aug 6

Continuous Batching and KV-Cache Eviction in Mobile LLM Runtimes: Serving Multiple Requests Without OOM on Android

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Aug 6

Wiring Android's MediaPipe LLM Inference API to Compose

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Aug 5

Compose Multiplatform Interop Layers: Bridging Native Views and Shared UI Without the Jank

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Aug 5

Structured Output Streaming from On-Device LLMs: Enforcing JSON Schemas with Constrained Decoding on Android and iOS

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Aug 4

Adaptive Bitrate Streaming for Mobile API Responses: Dynamic Payload Shaping Under Network Pressure

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Aug 4

KV-Cache Poisoning and Prompt Injection in Production LLM APIs

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Aug 3

Wiring Apple's Neural Engine to Core ML's Stateful Models

#webdev #programming

3 min read

SoftwareDevs mvpfactory.io

Aug 3

Quantization-Aware Fine-Tuning for On-Device LLMs: Building INT4 Models That Match FP16 Accuracy on Android and iOS

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 31

PostgreSQL BRIN Indexes for Time-Series Mobile Telemetry: When a 128-Page Index Beats a 50GB B-Tree

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 31

PostgreSQL Multitenancy Without Row-Level Security

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 31

Speculative Decoding on Android: Wiring a Draft Model to llama.cpp for 2–3x Token Throughput Without Accuracy Loss

#webdev #programming

5 min read

SoftwareDevs mvpfactory.io

Jul 30

Product-Led Growth for Developer Tools: The Activation Funnel Architecture That Converts Free Users to Paying Teams

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 30

Developer-Led Content Marketing: Building a Technical Blog That Compounds to 50k Monthly Readers Without an Audience

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 29

Trace-Based Alerting with OpenTelemetry and eBPF: Building a Cost-Aware Observability Stack for Kubernetes Workloads

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 29

PostgreSQL Logical Replication for Zero-Downtime Multi-Tenant Migrations

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 28

Deploying ML Models as Sidecar Containers

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 28

Wiring Whisper.cpp to Android's AudioRecord API

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 27

Wiring Android Neural Networks API to llama.cpp: Bypassing JNI Overhead with Shared Memory and Zero-Copy Tensor Buffers

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 27

Wiring MLX and Core ML ANE Pipelines in Swift 6: On-Device Inference Without the Latency Cliff

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 24

PostgreSQL Partial Indexes and Predicate Lock Escalation: The Multi-Tenant Query Optimization Most Developers Skip

#webdev #programming

3 min read

SoftwareDevs mvpfactory.io

Jul 24

Ktor + OpenTelemetry: Distributed Tracing for Microservices Without the Observability Tax

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 23

eBPF for Mobile API Observability: Zero-Overhead Request Tracing from Android to Your Backend Without Code Changes

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 23

GraphQL Persisted Queries with Edge Caching: Eliminating Variable Payload Costs and Cutting Mobile API Latency by 60%

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 22

eBPF-Powered Observability for Containerized Backends: Zero-Instrumentation Latency Tracing Without Sidecars

#webdev #programming

5 min read

SoftwareDevs mvpfactory.io

Jul 22

Prefill Chunking and Prompt Batching for Mobile LLM Inference: Hiding First-Token Latency on Android

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 21

Wiring CoreML ANE Execution to Swift Concurrency: Scheduling On-Device Inference Without Blocking the Main Actor

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 21

API Gateway Pattern for Mobile: Request Coalescing, Circuit Breakers, and the Edge Cache Architecture That Halves Backend Load

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 20

Token Budget Optimization for LLM API Costs

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 20

Wiring LoRA Adapters into Mobile Inference: Dynamic Adapter Loading for Task-Specialized On-Device LLMs on Android

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 17

Pruning and Quantizing CoreML Models for Real-Time On-Device Inference: Cutting Latency in Half Without Accuracy Loss

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 17

Batched Prompt Scheduling for On-Device LLMs

#webdev #programming

3 min read

SoftwareDevs mvpfactory.io

Jul 16

WebSocket Multiplexing Over HTTP/2: Building a Single-Connection Real-Time Layer for Mobile APIs Without SSE Complexity

#webdev #programming

3 min read

SoftwareDevs mvpfactory.io

Jul 16

Subscription Paywall Architecture for KMP Apps

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 15

PostgreSQL Index-Only Scans and Visibility Maps: The Query Optimization Layer Most Developers Never Reach

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 15

gRPC Bidirectional Streaming with Backpressure: Building a Real-Time Mobile API That Doesn't Collapse Under Load

#webdev #programming

5 min read

SoftwareDevs mvpfactory.io

Jul 14

Continuous Batching for On-Device LLM Inference on Android: Serving Multiple Requests Without the Throughput Cliff

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 14

Flash Attention on Android

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 13

PostgreSQL Connection Pooling Deep Dive

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 13

Prefill Caching for On-Device LLMs: Reusing KV States Across Sessions to Cut First-Token Latency by 60% on Android

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 10

PostgreSQL Write-Ahead Log Internals for Zero-Downtime Schema Migrations

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jul 10

gRPC-Web and Connect Protocol on Mobile: Replacing REST with Type-Safe Streaming APIs in Android and iOS Without a Proxy

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jun 19

Speculative Decoding on Mobile GPUs

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jun 19

ARM NEON SIMD Intrinsics for Mobile Text Embedding: Building a Sub-10ms Semantic Search Pipeline That Runs Entirely On-Device

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jun 18

Quantized LoRA Adapters for On-Device LLMs: Hot-Swapping Task-Specific Behaviors on Android Without Reloading the Base Model

#webdev #programming

5 min read

SoftwareDevs mvpfactory.io

Jun 18

CRDTs in Kotlin Multiplatform: Kill Your Sync Server

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jun 17

Redis Streams as Your Startup's Event Bus

#webdev #programming

3 min read

SoftwareDevs mvpfactory.io

Jun 17

PostgreSQL Advisory Locks for Distributed Job Scheduling

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jun 16

Profile-Guided Optimization for Android App Startup

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jun 16

KV Cache Quantization for On-Device LLMs

#webdev #programming

5 min read

SoftwareDevs mvpfactory.io

Jun 15

PostgreSQL Generated Columns and Expression Indexes for Multi-Tenant SaaS

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jun 15

Apple Foundation Models SDK with Claude Code: Building Hybrid On-Device/Cloud AI Pipelines for iOS Apps in Swift

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jun 12

Structured Output Grammars for On-Device LLMs

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jun 12

Replacing Your Kubernetes Cluster with a Single SQLite-Backed Binary

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jun 11

Fixing Android Jank You Can't See

#webdev #programming

3 min read

SoftwareDevs mvpfactory.io

Jun 11

Deterministic Replay Testing for Event-Driven Microservices

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jun 10

Rust-Based N-API Modules for React Native's New Architecture

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jun 10

Memory-Mapped I/O for Android SQLite

#webdev #programming

4 min read

SoftwareDevs mvpfactory.io

Jun 9

App Store Review Time as a Hidden Growth Metric

#webdev #programming

4 min read

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