Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
Serverless GPU Infrastructure for AI Workloads: Complete Guide
You do not need to rent a GPU 24/7 to run AI in production. Serverless GPU platforms bill per second, scale to zero, and eliminate the DevOps burden that keeps founders awake at night.
Technology · Apr 18, 2026 · 15 min read
Spec-Driven AI Development: Kiro vs. BMAD vs. Traditional Agile
Vibe coding got us hooked, but production codebases need structure. Here is how Kiro, BMAD, and GSD bring spec-driven rigor to AI development without killing the speed.
Technology · Apr 17, 2026 · 14 min read
Structured Output Patterns Every AI Application Needs in 2026
LLMs produce beautiful prose, but your database needs JSON. Here is how to reliably extract structured data from language models without losing your mind or your uptime.
Technology · Apr 17, 2026 · 14 min read
Zero-ETL Architecture: Real-Time Data Integration for Startups
Traditional ETL pipelines are expensive, fragile, and slow. Zero-ETL architecture is how modern startups get real-time data integration without the maintenance headaches.
Technology · Apr 17, 2026 · 14 min read
AI Gateway Architecture: LLM Rate Limiting, Caching, and Routing
Every LLM call in your stack is unmanaged traffic bleeding money and reliability. An AI gateway gives you one control plane for rate limiting, caching, routing, and fallbacks across every model provider.
Technology · Apr 17, 2026 · 14 min read
Apple Intelligence SDK: Building Apps With On-Device AI in 2026
Apple Intelligence finally gives developers a unified on-device AI stack that actually works. Here is how to build with it, what it costs, and where the guardrails still trip you up.
Technology · Apr 16, 2026 · 15 min read
Function Calling vs. Tool Use vs. MCP: AI Integration Compared
Three patterns dominate how AI models interact with the outside world. Picking the wrong one costs you months. Here is how to choose.
Technology · Apr 16, 2026 · 15 min read
Svix vs Hookdeck vs Convoy: Webhook Infrastructure for SaaS 2026
Roughly 15% of webhook deliveries fail on the first attempt. Svix, Hookdeck, and Convoy each solve that problem differently. Here is how to pick the right webhook infrastructure for your SaaS product.
Technology · Apr 15, 2026 · 14 min read
Stripe Radar vs Sift vs Castle: Fraud Detection for Apps 2026
Online fraud costs businesses over $48 billion annually and is growing 25% year over year. Stripe Radar, Sift, and Castle each take a fundamentally different approach to stopping it. Here is how to pick the right fraud detection platform for your application.
Technology · Apr 15, 2026 · 14 min read
React Native Skia vs Reanimated vs Moti: Mobile Animations 2026
Choosing the right animation library for React Native can make or break your app's user experience. Here is a deep comparison of Skia, Reanimated, and Moti with real benchmarks and practical guidance.
Technology · Apr 15, 2026 · 14 min read
Expo Updates vs Shorebird vs CodePush: Mobile OTA Updates 2026
OTA updates let you ship bug fixes and features to users in minutes instead of waiting days for App Store review. But the three major platforms handle it very differently. Here is how Expo Updates, Shorebird, and CodePush actually compare in 2026.
Technology · Apr 14, 2026 · 14 min read
Lakera vs NeMo Guardrails vs LLM Guard: AI Safety Tools 2026
Three tools dominate AI guardrails in 2026. Lakera is the managed API. NeMo Guardrails is the programmable framework. LLM Guard is the privacy-first open-source library. Here is how they actually compare in production.
Technology · Apr 14, 2026 · 14 min read