diff --git a/book/baking/baking.tex b/book/baking/baking.tex
index f1fb210..a9700f5 100644
--- a/book/baking/baking.tex
+++ b/book/baking/baking.tex
@@ -127,11 +127,12 @@ crust building. During the first stage of the bake, the dough
 increases in size. The water in your dough evaporates and pushes
 the whole dough upwards.
 
-\begin{figure}[!htb]
+\begin{flowchart}[!htb]
   \includegraphics[width=\textwidth]{baking-process-steam.jpg}
   \caption[Steam building with inverted tray]{How steam builds in your oven
-      using the later described inverted tray method.}
-\end{figure}
+      using the later described inverted tray method.}%
+      \label{flc:inverted-tray}
+\end{flowchart}
 
 Normally, under high heat a crust would form. Just like
 if you were to bake vegetables in your home oven, at some point
diff --git a/book/figures/fig-liquid-starter-conversion.tex b/book/figures/fig-liquid-starter-conversion.tex
index 4b6ff9d..102d16a 100644
--- a/book/figures/fig-liquid-starter-conversion.tex
+++ b/book/figures/fig-liquid-starter-conversion.tex
@@ -1,5 +1,5 @@
 \begin{tikzpicture}[node distance = 3cm, auto]
-  \node [start] (init) {Make a regular or stiff starter};
+  \node [start] (init) {Take your regular or stiff starter};
   \node [block, right of=init] (feed_new_ratio) {Mix \qty{1}{\gram} existing starter, \qty{5}{\gram} flour and \qty{25}{\gram} water};
   \node [block, right of=feed_new_ratio] (next_day) {Wait\\ \qty{24}{\hour}};
   \node [block, below of=init, node distance=4cm] (feed_again) {Feed again using 1:5:25 ratio};
diff --git a/book/figures/fig-stiff-starter-conversion.tex b/book/figures/fig-stiff-starter-conversion.tex
index 490c69a..428b691 100644
--- a/book/figures/fig-stiff-starter-conversion.tex
+++ b/book/figures/fig-stiff-starter-conversion.tex
@@ -1,5 +1,5 @@
 \begin{tikzpicture}[node distance = 3cm, auto]
-  \node [start] (init) {Make a regular or liquid starter};
+  \node [start] (init) {Take your regular or liquid starter};
   \node [block, right of=init] (feed_new_ratio) {Mix \qty{10}{\gram} existing starter, \qty{50}{\gram} flour and \qty{25}{\gram} water};
   \node [decision, right of=feed_new_ratio, node distance=3.5cm] (too_dry) {Starter very dry, hard to mix?};
   \node [block, right of=too_dry, node distance=4cm] (add_water) {Add more water};
diff --git a/book/sourdough-starter/sourdough-starter-types.tex b/book/sourdough-starter/sourdough-starter-types.tex
index 9e76e8e..9928892 100644
--- a/book/sourdough-starter/sourdough-starter-types.tex
+++ b/book/sourdough-starter/sourdough-starter-types.tex
@@ -122,7 +122,7 @@ starter's flavor by changing the type to a liquid starter.
 \end{figure}
 
 
-\begin{figure}[!htb]
+\begin{flowchart}[!htb]
 \begin{center}
   \input{figures/fig-liquid-starter-conversion.tex}
   \caption[Converting to a liquid starter]{The process to convert your regular
@@ -133,9 +133,9 @@ starter's flavor by changing the type to a liquid starter.
       select anaerobic microorganisms. This boosts bacteria that create lactic
       acid rather than acetic acid. The resulting acidity will be perceived as
       milder.}%
-  \label{fig:liquid-starter-conversion}
+  \label{flc:liquid-starter-conversion}
 \end{center}
-\end{figure}
+\end{flowchart}
 
 The liquid starter is made at a hydration of around \qty{500}{\percent}. This means
 the starter has much more water than flour. The additional layer of water on
@@ -193,7 +193,7 @@ times to make lacto-fermented hot sauces.
   \caption[Stiff starter upside-down]{A stiff sourdough starter that I~used to
       make a Stollen dough for Christmas. Note the bubbles on the edge of the
       container. The dough does not fall out of the jar.}%
-  \label{fig:stiff-sourdough-starter}
+  \label{flc:stiff-sourdough-starter}
 \end{figure}
 
 The stiff starter is the driest of all the starters. It has a hydration of
@@ -220,7 +220,7 @@ for a visual example of the starter's required hydration level.
   \label{fig:stiff-starter-dry-check}
 \end{figure}
 
-\begin{figure}[!htb]
+\begin{flowchart}[!htb]
 \begin{center}
   \input{figures/fig-stiff-starter-conversion.tex}
   \caption[Converting to a stiff starter]{The process to convert your regular
@@ -232,7 +232,7 @@ for a visual example of the starter's required hydration level.
       stiff consider increasing this to \qty{60}{\percent}.}%
   \label{fig:stiff-starter-conversion}
 \end{center}
-\end{figure}
+\end{flowchart}
 
 In the stiffer environment the yeast thrives more. This means you will have
 more \ch{CO2} production and less acid production. In my tests this is a game