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Articles from Dev.to · SoftwareDevs mvpfactory.io · 13 articles · Updated every 3 hours · View all reads
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Dev.to · SoftwareDevs mvpfactory.io
1d ago
Fine-Tuning Whisper.cpp for On-Device Speech-to-Text in KMP
Deep technical walkthrough of integrating Whisper.cpp into a Kotlin Multiplatform project using expect/actual declarations for platform-specific audio capture (
Dev.to · SoftwareDevs mvpfactory.io
1d ago
Running Vision-Language Models On-Device in Android
Technical deep-dive into running VLMs (LLaVA/MobileVLM-class) on Android — covering the dual-model architecture (CLIP vision encoder + language decoder), INT4/I
Dev.to · SoftwareDevs mvpfactory.io
2d ago
Android Baseline Profiles and Macrobenchmark in 2026
Deep dive into how Baseline Profiles actually work under the hood — AOT compilation via cloud profiles vs on-device profile-guided optimization, how dex layout
Dev.to · SoftwareDevs mvpfactory.io
2d ago
Structured Output and Tool Calling with On-Device LLMs on Android
Move beyond raw text generation to building agentic features with on-device models — covering GBNF grammars for structured JSON output via llama.cpp, function-c
Dev.to · SoftwareDevs mvpfactory.io
4d ago
Kotlin Context Parameters in Practice
Deep dive into Kotlin 2.2's context parameters as an architectural primitive — how they eliminate manual dependency threading across call chains, scope database
Dev.to · SoftwareDevs mvpfactory.io
4d ago
PostgreSQL JSONB Indexing Strategies for Mobile API Backends
Deep dive into how mobile backends abuse JSONB columns as a 'schema-free' escape hatch, then suffer catastrophic query performance at scale. Cover GIN index int
Dev.to · SoftwareDevs mvpfactory.io
5d ago
PostgreSQL Advisory Locks for Distributed Rate Limiting
Using pg_try_advisory_xact_lock with connection pooling (PgBouncer in transaction mode) to implement sliding-window rate limiting directly in PostgreSQL, elimin
Dev.to · SoftwareDevs mvpfactory.io
5d ago
gRPC and Protocol Buffers for Mobile API Backends
Deep technical comparison of gRPC vs REST for mobile backends — covering protobuf schema design for mobile-friendly field evolution, gRPC-Web as a fallback for
Dev.to · SoftwareDevs mvpfactory.io
1w ago
On-Device LLM Inference via KMP and llama.cpp
Build a KMP shared module that wraps llama.cpp through cinterop (iOS) and JNI (Android), covering mmap-based model loading to avoid OOM kills, hardware accelera
Dev.to · SoftwareDevs mvpfactory.io
1mo ago
I built a break timer that actually shows you stretches instead of just pinging you
I've been working at a desk for years and my neck and back were paying for it. I tried every break...
Dev.to · SoftwareDevs mvpfactory.io
1mo ago
Claude Code CLI Skills That 10x Your Development Workflow
A hands-on workshop for setting up Claude Code CLI with CLAUDE.md configs, custom slash commands, MCP servers, and multi-file editing patterns that replace enti
Dev.to · SoftwareDevs mvpfactory.io
1mo ago
Building a Practical Test Suite for Your LLM Agent (Without Enterprise Tooling)
A hands-on workshop for indie developers: behavioral assertions, LLM-as-judge evals, and contract boundary testing for non-deterministic AI agents.
Dev.to · SoftwareDevs mvpfactory.io
1mo ago
Build a Full-Stack MVP With Vanilla JS and a Clean REST API
A hands-on tutorial for shipping full-stack projects without frontend frameworks — less tooling, fewer dependencies, and an architecture that actually scales.
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