// the labs
Workshop in progress.
mycuppa.io is the Cuppa Tech sandbox — learning notes, R&D experiments, and a build-time scrape on AI & mobile. Less polished than cuppatech.com; that's the point.
// latest
Fresh from the feed. all news →
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Quoting Prompting Claude Fable 5.2
Claude Fable 5.2 responds closely to what the prompt says about who owns the code it works on. In Anthropic’s testing on small coding tasks, when a prompt said…
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llm-anthropic 0.31
Release: llm-anthropic 0.31 Anthropic released Fable 5.2 and Mythos 5.2 today. Fable 5.2 is currently ranked first on Artificial Analysis . Anthropic say it…
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Locating the source of a mysterious beep with Claude
Our house has a box room, full of boxes that we still haven't unpacked from our last move. A couple of weeks ago something in that room started intermittently…
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Vercel Sandbox snapshot creation is now up to 10x faster
now creates snapshots up to 10x faster. Median time to snapshot is under 0.4 seconds, down from 4.4 seconds. Snapshot restore speed has also improved by 50%…
// notes
Recent learning notes. all articles →
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Modern iOS App Architecture - Part 1: Foundation & Layers
Deep dive into modern iOS app architecture, covering layered architecture, MVVM, unidirectional data flow, and dependency injection. Essential guide for building scalable iOS applications with SwiftUI.
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Modern iOS App Architecture - Part 2: State Management & Navigation
Learn advanced state management patterns, navigation coordination, and data flow in modern iOS applications with SwiftUI and Combine.
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Modern iOS App Architecture - Part 3: Testing & Best Practices
Master testing strategies, dependency injection patterns, and production-ready best practices for modern iOS applications.
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Building an AI Chatbot with MCP-Inspired Skills Architecture
Learn how to build a production-ready AI chatbot using MCP-inspired Skills, markup-based knowledge, and cost-optimized architecture. Complete guide with code examples for modern applications.
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Mobile AI Chatbot Integration: Android Native Implementation
Complete guide to integrating AI chatbot into Android (Jetpack Compose) apps with streaming responses, native UI, and authentication.
// what's here
Three surfaces.
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/learning
Articles ported from the V1 site — iOS / Android architecture, Next.js + TypeScript patterns, AI / LLM integration, Claude Code & MCP guides. Grouped by topic, newest first.
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/news
A build-time RSS aggregator across the feeds we follow on AI, mobile, and web. Static — regenerated on every deploy. No DB, no auth, no backend.
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/about
What this site is, what it isn't, how to get in touch. Polished work graduates to cuppatech.com; everything else lives here.