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Dev.to · SoftwareDevs mvpfactory.io
5d 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

Dev.to · SoftwareDevs mvpfactory.io
5d 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

Dev.to · SoftwareDevs mvpfactory.io
1w 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

Dev.to · SoftwareDevs mvpfactory.io
1w 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

Dev.to · SoftwareDevs mvpfactory.io
1w 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

Dev.to · SoftwareDevs mvpfactory.io
1w 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

Dev.to · SoftwareDevs mvpfactory.io
2w 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

Dev.to · SoftwareDevs mvpfactory.io
2w 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

Dev.to · SoftwareDevs mvpfactory.io
⚡ AI Lesson
2w 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

Dev.to · SoftwareDevs mvpfactory.io
2w ago
Kubernetes Pod Scheduling for GPU-Accelerated ML Inference
Deep dive into scheduling ML inference workloads on heterogeneous GPU clusters using Kubernetes 1.36 device plugin API v1beta1, topology manager policies (singl

Dev.to · SoftwareDevs mvpfactory.io
⚡ AI Lesson
2w ago
Diagnosing Android Jank with FrameTimeline API
Deep dive into Android 12+ FrameTimeline API for production jank diagnosis — connecting Choreographer frame callbacks, HWUI render thread scheduling, and Surfac

Dev.to · SoftwareDevs mvpfactory.io
2w ago
Gemini Nano On-Device Function Calling for Android
Deep dive into Google's newly expanded Gemini Nano on-device capabilities announced at I/O 2026, specifically the function calling and structured JSON output fe

Dev.to · SoftwareDevs mvpfactory.io
2w ago
App Store Keyword Cannibalization: How Your Own Apps Compete Against Each Other and the Metadata Architecture That Fixes It
Deep dive into how multi-app publishers unknowingly split keyword authority across their own portfolio, covering subtitle vs keyword field weighting, locale-spe

Dev.to · SoftwareDevs mvpfactory.io
2w ago
Building a Usage-Based Billing Pipeline
Event ingestion with exactly-once semantics using idempotency keys, time-window aggregation with late-arrival handling, Stripe's new Meter and Billing Meter Eve

Dev.to · SoftwareDevs mvpfactory.io
2w ago
Redis Beyond Caching: Sorted Sets, Streams, and Lua Scripts That Replace Microservices
A hands-on walkthrough of three Redis patterns — sorted set leaderboards, Streams for event sourcing, and atomic Lua scripts — that can replace entire microserv

Dev.to · SoftwareDevs mvpfactory.io
3w ago
SQLite Partial Indexes and Expression Indexes in Mobile Apps
Deep dive into SQLite's underused partial indexes (CREATE INDEX ... WHERE) and expression indexes for common Room/mobile patterns — filtering by is_synced, crea

Dev.to · SoftwareDevs mvpfactory.io
3w ago
Subscription Recovery Architecture for iOS and Android
Deep technical walkthrough of implementing server-side subscription lifecycle handling across StoreKit 2 and Google Play Billing 7 — processing DID_FAIL_TO_RENE

Dev.to · SoftwareDevs mvpfactory.io
3w ago
Kotlin Coroutine Structured Concurrency Pitfalls in Production
Deep dive into how structured concurrency actually behaves in production Kotlin backends and Android apps — covering the subtle differences between coroutineSco

Dev.to · SoftwareDevs mvpfactory.io
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⚡ AI Lesson
3w ago
ARM NEON SIMD Intrinsics for Real-Time Audio Processing in Android NDK
Deep dive into using ARM NEON SIMD instructions via Android NDK for real-time audio DSP — covering lock-free ring buffer design for the audio thread, vectorized

Dev.to · SoftwareDevs mvpfactory.io
⚡ AI Lesson
3w ago
gRPC Bidirectional Streaming for Mobile Apps: A Practical Workshop
Learn how to implement gRPC bidirectional streaming on Android and iOS with connection resumption, deadline propagation, and flow control for unreliable network

Dev.to · SoftwareDevs mvpfactory.io
3w ago
Gradle Build Cache Deep Dive
Walk through how Gradle's build cache actually works internally — content hashing, relocatability requirements, and the specific cache poisoning scenarios that

Dev.to · SoftwareDevs mvpfactory.io
3w ago
eBPF-Based Observability for Kubernetes Sidecars You Actually Understand
Walk through building a practical eBPF-based observability pipeline for a startup's Kubernetes cluster — covering BPF CO-RE for portable probes, per-pod HTTP la

Dev.to · SoftwareDevs mvpfactory.io
3w ago
KV Cache Quantization for On-Device LLM Inference on Android
Deep dive into KV cache memory management for on-device LLM inference — covering how quantizing key-value attention caches from FP16 to INT4 with group-wise sca

Dev.to · SoftwareDevs mvpfactory.io
3w ago
Streaming LLM Tokens to 10K Concurrent Users
Engineering deep-dive into scaling server-sent event streams for LLM token-by-token delivery — coroutine-per-connection with structured concurrency, bounded cha
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