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\section{Automated Pipeline}
\subsection{CI/CD Workflow}
\begin{algorithm}
\caption{SDK Release Pipeline}
\begin{algorithmic}[1]
\Function{ReleaseSDKs}{$spec\_change$}
\State $spec \gets$ \Call{FetchLatestSpec}{}
\State $ir \gets$ \Call{ParseSpec}{$spec$}
\For{$lang \in \{js, python, go, ruby\}$}
\State $transformed \gets$ \Call{Transform}{$ir$, $lang$}
\State $code \gets$ \Call{Generate}{$transformed$, $lang$}
\State \Call{WriteFiles}{$code$, $repos[lang]$}
\State \Call{RunTests}{$repos[lang]$}
\State \Call{BumpVersion}{$repos[lang]$}
\State \Call{Publish}{$repos[lang]$}
\EndFor
\EndFunction
\end{algorithmic}
\end{algorithm}
\subsection{Testing Strategy}
Each SDK includes:
\begin{itemize}
\item \textbf{Unit Tests}: Model serialization, error handling
\item \textbf{Integration Tests}: Against sandbox API
\item \textbf{Type Tests}: Compile-time type checking
\item \textbf{Example Tests}: Documentation examples execute
\end{itemize}
\begin{table}[h]
\centering
\caption{Test Coverage by SDK}
\begin{tabular}{lcccc}
\toprule
\textbf{SDK} & \textbf{Unit} & \textbf{Integration} & \textbf{Coverage} \\
\midrule
JavaScript & 342 & 89 & 94\% \\
Python & 287 & 76 & 91\% \\
Go & 256 & 82 & 89\% \\
Ruby & 198 & 64 & 87\% \\
\bottomrule
\end{tabular}
\end{table}
\subsection{Version Synchronization}
SDKs version in lockstep with the API:
\begin{equation}
SDK\_version = API\_version + patch
\end{equation}
Example: API version \texttt{2019-10-01} produces SDK version \texttt{2019.10.1}.