Building an AI Unit Inside an iOS Team
Why isolated AI research labs fail, and how to structure a high-leverage embedded AI enablement pod inside your mobile product engineering organization.
My writings, opinions, and random thoughts.
Why isolated AI research labs fail, and how to structure a high-leverage embedded AI enablement pod inside your mobile product engineering organization.
Practical lessons, architecture patterns, and debugging strategies from migrating a production iOS app to Swift 6 complete concurrency checking.
A pragmatic architecture framework for evaluating on-device Core ML models versus cloud LLMs, balancing latency, privacy, thermal budgets, and unit economics.
A pragmatic analysis of WWDC 2024 Apple Intelligence announcements, App Intents integration, Private Cloud Compute, and what they mean for iOS product architecture.
How to integrate AI coding assistants into your daily iOS workflow to accelerate repetitive tasks while strictly protecting architecture, concurrency safety, and code review standards.
How diving into systemic risk, cognitive flexibility, first-principles survival engineering, and Alan Watts transformed my perspective on software architecture and engineering decisions.
A battle-tested engineering playbook for shipping bulletproof iOS applications: error taxonomies, cache-first state machines, exponential backoff, and progressive rollout guardrails.
Notes from my Nov-Dec 2023 reading sprint and how those books changed my approach to iOS reliability, AI product thinking, and team execution.
Reader's review for "Quiet: The Power of Introverts in a World That Can't Stop Talking" In a world that often values extroversion and chatter, the mantra "Know thyself" should e...
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