Programming Tutorials

  One of the most jarring friction points when adopting Kotlin Multiplatform (KMP) for iOS development is hitting the   Run   button in Xcode, only to be stopped by a cryptic build error:   Task 'embedAndSignAppleFrameworkForXcode' not found in project . This error halts the development loop immediately. It indicates a disconnection between Xcode's build phases and the Gradle tasks responsible for compiling your Kotlin code into an iOS-consumable framework. This guide provides a root cause analysis of why this disconnection occurs and a rigorous, technical solution to fix it permanently. The Root Cause: The Gradle-Xcode Disconnect To understand the fix, you must understand the architecture of a KMP build. Gradle and Xcode are unaware of each other's existence by default. When you configure a KMP module (commonly named  shared ), the Kotlin Gradle Plugin (KGP) dynamically registers tasks based on the targets you define (e.g.,  iosX64 ,  iosArm64 ). Spec...

  You have engineered a sophisticated RAG pipeline or an agentic workflow using Anthropic’s Claude 3 Opus. The reasoning capabilities are unmatched, but you are hitting a wall: reliability. Your logs are filling up with  overloaded_error  (HTTP 529) or generic  ReadTimeout  exceptions. These failures are not just annoyances; they break long-running batch jobs and degrade the user experience in production environments. When you rely on a model as computationally heavy as Opus, standard synchronous API calls are insufficient. This guide provides a production-grade implementation to handle backpressure and latency inherent to large language models (LLMs). The Root Cause: Why Opus Fails More Than Haiku To fix the error, you must understand the infrastructure constraints triggering it. Claude 3 Opus is a massive dense model. Unlike its smaller siblings (Sonnet or Haiku), the inference compute required per token is significantly higher. The 529  overloaded_error ...