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📰 Dev.to · SoftwareDevs mvpfactory.io

81 articles · Updated every 3 hours · View all reads

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PostgreSQL Index-Only Scans and Visibility Maps: The Query Optimization That Most Backends Leave on the Table
Dev.to · SoftwareDevs mvpfactory.io 2w ago
PostgreSQL Index-Only Scans and Visibility Maps: The Query Optimization That Most Backends Leave on the Table
Deep dive into how index-only scans interact with the visibility map, why autovacuum frequency directly determines whether your covering indexes actually work,
PostgreSQL Vacuum Internals for High-Write Mobile Backends
Dev.to · SoftwareDevs mvpfactory.io 3w ago
PostgreSQL Vacuum Internals for High-Write Mobile Backends
Deep dive into how autovacuum's cost-delay and scale-factor defaults fail under mobile backend write patterns (frequent upserts, event streams, session tables),
Wiring Android's MediaPipe Graph API to TensorFlow Lite for Custom On-Device Pipelines: Beyond the Pre-Built Tasks
Dev.to · SoftwareDevs mvpfactory.io 3w ago
Wiring Android's MediaPipe Graph API to TensorFlow Lite for Custom On-Device Pipelines: Beyond the Pre-Built Tasks
Most coverage stops at MediaPipe's high-level Task API. This digs into the graph-level API: building custom CalculatorGraphs in C++ with JNI bridges, wiring TFL
Adaptive Bitrate Streaming for Mobile API Responses: Dynamic Payload Shaping Under Network Pressure
Dev.to · SoftwareDevs mvpfactory.io 🔧 Backend Engineering ⚡ AI Lesson 1mo ago
Adaptive Bitrate Streaming for Mobile API Responses: Dynamic Payload Shaping Under Network Pressure
How to build a backend response pipeline that detects client network conditions via request metadata, then progressively degrades JSON payload fidelity—dropping
Developer-Led Content Marketing: Building a Technical Blog That Compounds to 50k Monthly Readers Without an Audience
Dev.to · SoftwareDevs mvpfactory.io 📣 Digital Marketing & Growth ⚡ AI Lesson 1mo ago
Developer-Led Content Marketing: Building a Technical Blog That Compounds to 50k Monthly Readers Without an Audience
The exact content architecture — topic clustering, SEO keyword mapping for technical searches, internal linking graphs, and the editorial pipeline — that turns
Wiring MLX and Core ML ANE Pipelines in Swift 6: On-Device Inference Without the Latency Cliff
Dev.to · SoftwareDevs mvpfactory.io 📐 ML Fundamentals ⚡ AI Lesson 1mo ago
Wiring MLX and Core ML ANE Pipelines in Swift 6: On-Device Inference Without the Latency Cliff
How to structure concurrent Swift 6 actors around MLX's GPU compute and Core ML's ANE scheduler so inference requests never block the main actor, with concrete
API Gateway Pattern for Mobile: Request Coalescing, Circuit Breakers, and the Edge Cache Architecture That Halves Backend Load
Dev.to · SoftwareDevs mvpfactory.io 🔧 Backend Engineering ⚡ AI Lesson 1mo ago
API Gateway Pattern for Mobile: Request Coalescing, Circuit Breakers, and the Edge Cache Architecture That Halves Backend Load
Implementing a mobile-optimized API gateway layer with request deduplication, adaptive circuit breaking (half-open state tuning), and stale-while-revalidate edg
ARM NEON SIMD Intrinsics for Mobile Text Embedding: Building a Sub-10ms Semantic Search Pipeline That Runs Entirely On-Device
Dev.to · SoftwareDevs mvpfactory.io 📐 ML Fundamentals ⚡ AI Lesson 2mo ago
ARM NEON SIMD Intrinsics for Mobile Text Embedding: Building a Sub-10ms Semantic Search Pipeline That Runs Entirely On-Device
Deep dive into using ARM NEON vectorized dot-product and quantized int8 matrix multiplication to accelerate small embedding models (like E5-small or GTE-tiny) o
PostgreSQL Generated Columns and Expression Indexes for Multi-Tenant SaaS
Dev.to · SoftwareDevs mvpfactory.io 🔧 Backend Engineering ⚡ AI Lesson 2mo ago
PostgreSQL Generated Columns and Expression Indexes for Multi-Tenant SaaS
Deep dive into using PostgreSQL's STORED generated columns combined with GIN expression indexes on JSONB tenant configuration data to push computation from quer
Structured Output Grammars for On-Device LLMs
Dev.to · SoftwareDevs mvpfactory.io 🧠 Large Language Models ⚡ AI Lesson 2mo ago
Structured Output Grammars for On-Device LLMs
Deep dive into GBNF (GGML BNF) grammars for constrained decoding in llama.cpp on Android — how grammar-guided sampling restricts the token logits at each step t
Replacing Your Kubernetes Cluster with a Single SQLite-Backed Binary
Dev.to · SoftwareDevs mvpfactory.io 🔧 Backend Engineering ⚡ AI Lesson 2mo ago
Replacing Your Kubernetes Cluster with a Single SQLite-Backed Binary
Deep dive into embedding SQLite with Litestream continuous replication as a production backend for early-stage SaaS: WAL-mode tuning for concurrent reads, S3-st
Connection Pool Exhaustion in Spring Boot Under Kotlin Coroutines
Dev.to · SoftwareDevs mvpfactory.io 🔧 Backend Engineering ⚡ AI Lesson 3mo ago
Connection Pool Exhaustion in Spring Boot Under Kotlin Coroutines
Deep dive into the mismatch between Kotlin coroutine-based backends and traditional JDBC connection pools — how coroutine suspension semantics cause hidden pool
Compile-Time Memory Layout Optimization for On-Device ML Models
Dev.to · SoftwareDevs mvpfactory.io 📐 ML Fundamentals ⚡ AI Lesson 3mo ago
Compile-Time Memory Layout Optimization for On-Device ML Models
Deep dive into Android Runtime memory management during ML inference — using profile-guided compilation hints, large object space pinning, and region-based allo
Xcode Build System Internals
Dev.to · SoftwareDevs mvpfactory.io 🔧 Backend Engineering ⚡ AI Lesson 3mo ago
Xcode Build System Internals
Deep dive into Xcode's llbuild dependency graph, how explicit module builds change compilation parallelism, and the specific build settings (SWIFT_ENABLE_EXPLIC
WebSocket Connection Lifecycle in Mobile Apps
Dev.to · SoftwareDevs mvpfactory.io 🔧 Backend Engineering 3mo ago
WebSocket Connection Lifecycle in Mobile Apps
Deep dive into the often-misunderstood interaction between WebSocket ping/pong frames, TCP keep-alive timers, and mobile OS network state transitions (doze mode
Backpressure-Aware SSE Reconnection in Mobile Clients
Dev.to · SoftwareDevs mvpfactory.io 🔧 Backend Engineering ⚡ AI Lesson 3mo ago
Backpressure-Aware SSE Reconnection in Mobile Clients
Deep dive into the often-ignored client side of Server-Sent Events on mobile: how standard EventSource implementations silently drop messages during reconnectio
Android Baseline Profiles Beyond the Basics
Dev.to · SoftwareDevs mvpfactory.io 🔧 Backend Engineering ⚡ AI Lesson 3mo ago
Android Baseline Profiles Beyond the Basics
Deep dive into generating and validating Baseline Profiles using Macrobenchmark library with custom startup journeys, leveraging Cloud Profile delivery via Goog
CRDTs for Offline-First Mobile Sync
Dev.to · SoftwareDevs mvpfactory.io 🏗️ Systems Design & Architecture ⚡ AI Lesson 3mo ago
CRDTs for Offline-First Mobile Sync
Compare practical CRDT implementations (Automerge, Yjs, cr-sqlite) for mobile use cases: model common app data structures as CRDTs, walk through how causal orde
PostgreSQL LISTEN/NOTIFY for Real-Time Features Without Adding Infrastructure
Dev.to · SoftwareDevs mvpfactory.io 🏗️ Systems Design & Architecture ⚡ AI Lesson 3mo ago
PostgreSQL LISTEN/NOTIFY for Real-Time Features Without Adding Infrastructure
Deep dive into PostgreSQL's built-in LISTEN/NOTIFY as a lightweight pub/sub mechanism for startups that don't yet need Redis or Kafka. Cover connection pooling
Cold Start Elimination in Serverless Kotlin
Dev.to · SoftwareDevs mvpfactory.io 🔧 Backend Engineering ⚡ AI Lesson 3mo ago
Cold Start Elimination in Serverless Kotlin
Deep dive into JVM cold start problem for Kotlin serverless functions, comparing AWS SnapStart's firecracker snapshot approach vs CRaC (Coordinated Restore at C