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Wiring Android's ML Kit Translator to a Quantized On-Device LLM for Context-Aware Translation

Wiring Android's ML Kit Translator to a Quantized On-Device LLM for Context-Aware Translation

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4 min read

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Wiring Android's Room Database to a Local LLM for Semantic Query Rewriting

Wiring Android's Room Database to a Local LLM for Semantic Query Rewriting

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4 min read
Wiring Android's Baseline Profiles to Compose Navigation

Wiring Android's Baseline Profiles to Compose Navigation

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4 min read
App Store Keyword Research Is Broken: Why Semantic Search Has Changed ASO Forever

App Store Keyword Research Is Broken: Why Semantic Search Has Changed ASO Forever

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3 min read
Wiring iOS CoreML's Stateful Models to a Streaming Inference Pipeline

Wiring iOS CoreML's Stateful Models to a Streaming Inference Pipeline

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4 min read
PostgreSQL Logical Replication for Zero-Downtime Multi-Region Reads

PostgreSQL Logical Replication for Zero-Downtime Multi-Region Reads

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4 min read
PostgreSQL Connection-Level Sharding for Multi-Tenant Mobile Backends

PostgreSQL Connection-Level Sharding for Multi-Tenant Mobile Backends

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3 min read
Wiring Android's CameraX to a Quantized Hand Gesture Model for Real-Time Sign Language Recognition

Wiring Android's CameraX to a Quantized Hand Gesture Model for Real-Time Sign Language Recognition

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4 min read
io_uring for Mobile Backend APIs: Async I/O, Ring Buffer Sizing, and the Syscall Overhead That Kills Your p99 Latency

io_uring for Mobile Backend APIs: Async I/O, Ring Buffer Sizing, and the Syscall Overhead That Kills Your p99 Latency

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4 min read
Wiring Android's WorkManager to a Quantized On-Device LLM for Background Summarization

Wiring Android's WorkManager to a Quantized On-Device LLM for Background Summarization

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4 min read
Wiring Android's CameraX to a Quantized CLIP Model for Zero-Shot Image Classification

Wiring Android's CameraX to a Quantized CLIP Model for Zero-Shot Image Classification

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4 min read
Wiring Android's NNAPI to a Quantized Embedding Model for Semantic Search

Wiring Android's NNAPI to a Quantized Embedding Model for Semantic Search

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4 min read
Product-Led Growth Instrumentation for Mobile Apps

Product-Led Growth Instrumentation for Mobile Apps

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4 min read
Wiring Android's CameraX to a Quantized Segmentation Model for Real-Time Background Replacement

Wiring Android's CameraX to a Quantized Segmentation Model for Real-Time Background Replacement

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4 min read
Wiring Android's CameraX to a Quantized OCR Pipeline

Wiring Android's CameraX to a Quantized OCR Pipeline

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4 min read
Usage-Based Pricing for SaaS: Metering Infrastructure, Billing Accuracy, and the Engineering Tradeoffs Nobody Talks About

Usage-Based Pricing for SaaS: Metering Infrastructure, Billing Accuracy, and the Engineering Tradeoffs Nobody Talks About

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4 min read
Wiring Android's CameraX to a Quantized Monocular Depth Model for AR Occlusion

Wiring Android's CameraX to a Quantized Monocular Depth Model for AR Occlusion

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4 min read
Wiring Apple's On-Device Foundation Models API to SwiftUI

Wiring Apple's On-Device Foundation Models API to SwiftUI

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4 min read
Wiring Android's MediaPipe LLM Inference API to a Quantized Vision-Language Model for Real-Time Document Understanding

Wiring Android's MediaPipe LLM Inference API to a Quantized Vision-Language Model for Real-Time Document Understanding

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4 min read
Wiring Android's CameraX to a Quantized Depth Estimation Model

Wiring Android's CameraX to a Quantized Depth Estimation Model

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4 min read
PostgreSQL Connection Pooling for Mobile Backends: PgBouncer vs pgpool-II vs Supavisor Under Real Mobile Traffic Patterns

PostgreSQL Connection Pooling for Mobile Backends: PgBouncer vs pgpool-II vs Supavisor Under Real Mobile Traffic Patterns

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4 min read
Wiring Android's MediaPipe Image Embedding API to a Vector Store for Real-Time On-Device Visual Search

Wiring Android's MediaPipe Image Embedding API to a Vector Store for Real-Time On-Device Visual Search

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3 min read
Wiring Android's ExecuTorch Runtime to Compose

Wiring Android's ExecuTorch Runtime to Compose

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3 min read
Wiring Android's MediaPipe LLM Inference API to Compose

Wiring Android's MediaPipe LLM Inference API to Compose

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4 min read
Wiring Whisper.cpp to Android's AudioRecord API

Wiring Whisper.cpp to Android's AudioRecord API

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4 min read
Wiring Android's CameraX to a Quantized Vision-Language Model

Wiring Android's CameraX to a Quantized Vision-Language Model

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4 min read
PostgreSQL Partitioning for Mobile Backend Time-Series Data

PostgreSQL Partitioning for Mobile Backend Time-Series Data

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4 min read
PostgreSQL Query Planner Statistics and the ANALYZE Gap: Why Your Mobile Backend Queries Degrade After 10x Growth

PostgreSQL Query Planner Statistics and the ANALYZE Gap: Why Your Mobile Backend Queries Degrade After 10x Growth

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4 min read
Wiring Android's CameraX Frame Analysis to a Quantized LLM Vision Encoder

Wiring Android's CameraX Frame Analysis to a Quantized LLM Vision Encoder

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4 min read
Kotlin Coroutines Flow Backpressure on Android: Buffer, Conflate, and collectLatest Under Real Memory Pressure

Kotlin Coroutines Flow Backpressure on Android: Buffer, Conflate, and collectLatest Under Real Memory Pressure

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4 min read
Wiring CoreML's Async Prediction API to SwiftUI for Real-Time On-Device Classification

Wiring CoreML's Async Prediction API to SwiftUI for Real-Time On-Device Classification

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4 min read
KMP's expect/actual Meets Swift 6 Strict Concurrency: Bridging Kotlin Coroutines to Swift's Actor Model Without Data Races

KMP's expect/actual Meets Swift 6 Strict Concurrency: Bridging Kotlin Coroutines to Swift's Actor Model Without Data Races

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3 min read
Wiring Android's Neural Networks API to Gemma 3 for Batched Embedding Generation

Wiring Android's Neural Networks API to Gemma 3 for Batched Embedding Generation

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4 min read
PostgreSQL Index Bloat Under High-Write Mobile Backends

PostgreSQL Index Bloat Under High-Write Mobile Backends

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3 min read
Wiring Core ML's Streaming Inference to SwiftUI

Wiring Core ML's Streaming Inference to SwiftUI

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4 min read
Wiring Ollama's OpenAI-Compatible API to Android: Local LLM Inference Over the Network Without a Cloud Dependency

Wiring Ollama's OpenAI-Compatible API to Android: Local LLM Inference Over the Network Without a Cloud Dependency

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4 min read
Wiring Gemma 3n to Android's NNAPI via ExecuTorch: Multimodal On-Device Inference Under 2GB RAM

Wiring Gemma 3n to Android's NNAPI via ExecuTorch: Multimodal On-Device Inference Under 2GB RAM

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4 min read
PostgreSQL Row-Level Security Without the Performance Tax

PostgreSQL Row-Level Security Without the Performance Tax

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4 min read
Speculative Decoding on Android and iOS

Speculative Decoding on Android and iOS

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4 min read
PostgreSQL Partial Indexes and Expression Indexes: The Query Optimization Your ORM Is Hiding From You

PostgreSQL Partial Indexes and Expression Indexes: The Query Optimization Your ORM Is Hiding From You

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4 min read
Prefix-Caching Aware Scheduling for On-Device LLM Batching: Reusing KV-Cache Across Turns Without Blowing the ANE Memory Budget

Prefix-Caching Aware Scheduling for On-Device LLM Batching: Reusing KV-Cache Across Turns Without Blowing the ANE Memory Budget

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4 min read
Wiring MLX to Swift: Running Fine-Tuned Models on Apple Silicon with Zero CoreML Overhead

Wiring MLX to Swift: Running Fine-Tuned Models on Apple Silicon with Zero CoreML Overhead

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4 min read
PostgreSQL Logical Replication for Zero-Downtime Schema Migrations

PostgreSQL Logical Replication for Zero-Downtime Schema Migrations

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4 min read
Wiring Android's CameraX with TensorFlow Lite and GPU Delegate: Building a Real-Time Vision Pipeline Under 30ms Frame Latency

Wiring Android's CameraX with TensorFlow Lite and GPU Delegate: Building a Real-Time Vision Pipeline Under 30ms Frame Latency

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4 min read
PostgreSQL Index-Only Scans and Visibility Maps: The Query Optimization That Most Backends Leave on the Table

PostgreSQL Index-Only Scans and Visibility Maps: The Query Optimization That Most Backends Leave on the Table

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4 min read
PostgreSQL Vacuum Internals for High-Write Mobile Backends

PostgreSQL Vacuum Internals for High-Write Mobile Backends

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4 min read
Wiring Android's MediaPipe Graph API to TensorFlow Lite for Custom On-Device Pipelines: Beyond the Pre-Built Tasks

Wiring Android's MediaPipe Graph API to TensorFlow Lite for Custom On-Device Pipelines: Beyond the Pre-Built Tasks

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4 min read
PostgreSQL Write-Ahead Log Internals for High-Throughput Mobile Backends

PostgreSQL Write-Ahead Log Internals for High-Throughput Mobile Backends

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4 min read
Viral Loops for Developer Tools: Engineering Referral and PLG Mechanics That Actually Compound

Viral Loops for Developer Tools: Engineering Referral and PLG Mechanics That Actually Compound

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3 min read
Usage-Based Pricing Engineering: Metering, Aggregation, and the Billing Pipeline That Doesn't Lie to Your Customers

Usage-Based Pricing Engineering: Metering, Aggregation, and the Billing Pipeline That Doesn't Lie to Your Customers

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4 min read
Wiring LLM Tool Calls to Android's WorkManager: Reliable Agentic Pipelines Without Killing the Process

Wiring LLM Tool Calls to Android's WorkManager: Reliable Agentic Pipelines Without Killing the Process

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4 min read
SQLite WAL2 and Multi-Writer Concurrency on Android: Replacing Room's Single-Writer Lock with Session-Based Isolation

SQLite WAL2 and Multi-Writer Concurrency on Android: Replacing Room's Single-Writer Lock with Session-Based Isolation

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4 min read
PostgreSQL Connection Pooling Deep Dive: PgBouncer vs pgpool-II vs Built-in Pooling in Supabase and Neon

PostgreSQL Connection Pooling Deep Dive: PgBouncer vs pgpool-II vs Built-in Pooling in Supabase and Neon

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4 min read
Flash Attention on Mobile: Wiring CoreML's Multi-Head Attention to ANE for Sub-20ms Prefill on Long Contexts

Flash Attention on Mobile: Wiring CoreML's Multi-Head Attention to ANE for Sub-20ms Prefill on Long Contexts

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4 min read
Wiring Apple's Vision Framework to Core ML for Real-Time On-Device Object Detection

Wiring Apple's Vision Framework to Core ML for Real-Time On-Device Object Detection

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4 min read
Wiring TensorFlow Lite Delegates to Android's GPU and NNAPI: Benchmark-Driven Model Deployment Without the Runtime Crashes

Wiring TensorFlow Lite Delegates to Android's GPU and NNAPI: Benchmark-Driven Model Deployment Without the Runtime Crashes

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4 min read
Change Data Capture Without Debezium: Wiring Postgres WAL Directly to Your Event Bus

Change Data Capture Without Debezium: Wiring Postgres WAL Directly to Your Event Bus

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

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

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

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

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

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

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4 min read
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