diff --git a/tests/graphnet_sandbox/main.cpp b/tests/graphnet_sandbox/main.cpp
index 5f06ded9..3b4c035b 100644
--- a/tests/graphnet_sandbox/main.cpp
+++ b/tests/graphnet_sandbox/main.cpp
@@ -1,16 +1,48 @@
-#define QUILL_COMPILE_ACTIVE_LOG_LEVEL QUILL_COMPILE_ACTIVE_LOG_LEVEL_DEBUG
 #include <iostream>
-#include "../../src/network/include/gridfire/engine/engine_graph.h"
+#include <fstream>
+
+#include "gridfire/engine/engine_graph.h"
+#include "gridfire/engine/engine_approx8.h"
+#include "gridfire/engine/engine_adaptive.h"
+
+#include "gridfire/solver/solver.h"
+
 #include "gridfire/network.h"
-#include "../../src/network/include/gridfire/engine/engine_approx8.h"
-#include "../../src/network/include/gridfire/solver/solver.h"
 
 #include "fourdst/composition/composition.h"
 
+#include "fourdst/logging/logging.h"
+#include "quill/Logger.h"
+#include "quill/LogMacros.h"
+#include "quill/Backend.h"
+#include "quill/Frontend.h"
+
+// Keep a copy of the previous handler
+static std::terminate_handler g_previousHandler = nullptr;
+
+void quill_terminate_handler()
+{
+    // 1. Stop the Quill backend (flushes all sinks and joins thread)
+    quill::Backend::stop();
+
+    // 2. Optionally, flush individual loggers:
+    // for (auto logger : quill::get_all_loggers())
+    //   logger->flush_log();
+
+    // 3. Chain to the previous terminate handler (or abort if none)
+    if (g_previousHandler)
+        g_previousHandler();
+    else
+        std::abort();
+}
+
 int main() {
+    g_previousHandler = std::set_terminate(quill_terminate_handler);
+    quill::Logger* logger = fourdst::logging::LogManager::getInstance().getLogger("log");
+    logger->set_log_level(quill::LogLevel::TraceL1);
+    LOG_DEBUG(logger, "Starting Adaptive Engine View Example...");
+
     using namespace gridfire;
-    // reaction::REACLIBLogicalReactionSet reactions = build_reaclib_nuclear_network_from_file("approx8", false);
-    // GraphNetwork network(reactions);
     const std::vector<double> comp = {0.708, 0.0, 2.94e-5, 0.276, 0.003, 0.0011, 9.62e-3, 1.62e-3, 5.16e-4};
     const std::vector<std::string> symbols = {"H-1", "H-2", "He-3", "He-4", "C-12", "N-14", "O-16", "Ne-20", "Mg-24"};
 
@@ -22,27 +54,24 @@ int main() {
 
     NetIn netIn;
     netIn.composition = composition;
-    netIn.temperature = 1e7;
+    netIn.temperature = 1.5e7;
     netIn.density = 1e2;
     netIn.energy = 0.0;
 
-    netIn.tMax = 3.15e17;
+    netIn.tMax = 3.1536e17;
     netIn.dt0 = 1e12;
 
     NetOut netOut;
-    approx8::Approx8Network approx8Network;
-    netOut = approx8Network.evaluate(netIn);
-    std::cout << "Approx8 Network Output: " << netOut << std::endl;
+    // approx8::Approx8Network approx8Network;
+    // netOut = approx8Network.evaluate(netIn);
+    // std::cout << "Approx8 Network Output: " << netOut << std::endl;
 
-    // // Network Ignition
     netIn.dt0 = 1e-15;
-    // netIn.temperature = 2.0e8;
-    // netIn.density = 1.0e6;
-    // netIn.tMax = 1e-1;
 
     GraphEngine ReaclibEngine(composition);
-    // netOut = network.evaluate(netIn);
-    solver::QSENetworkSolver solver(ReaclibEngine);
+    AdaptiveEngineView adaptiveEngine(ReaclibEngine);
+    solver::QSENetworkSolver solver(adaptiveEngine);
+
     netOut = solver.evaluate(netIn);
     std::cout << "QSE Graph Network Output: " << netOut << std::endl;
 }
\ No newline at end of file
diff --git a/tests/network/approx8Test.cpp b/tests/network/approx8Test.cpp
index 1848e096..7f400500 100644
--- a/tests/network/approx8Test.cpp
+++ b/tests/network/approx8Test.cpp
@@ -3,13 +3,12 @@
 
 #include "fourdst/composition/composition.h"
 #include "fourdst/config/config.h"
-#include "../../src/network/include/gridfire/engine/engine_approx8.h"
-#include "../../src/network/include/gridfire/engine/engine_graph.h"
+#include "gridfire/engine/engine_approx8.h"
+#include "gridfire/engine/engine_graph.h"
 #include "gridfire/network.h"
 
 #include <vector>
 
-#include "gridfire/reactions.h"
 
 std::string TEST_CONFIG = std::string(getenv("MESON_SOURCE_ROOT")) + "/tests/testsConfig.yaml";
 class approx8Test : public ::testing::Test {};
@@ -86,7 +85,7 @@ TEST_F(approx8Test, reaclib) {
     netIn.dt0 = 1e12;
 
     GraphEngine network(composition);
-    NetOut netOut;
-    netOut = network.evaluate(netIn);
-    std::cout << netOut << std::endl;
+    // NetOut netOut;
+    // netOut = network.evaluate(netIn);
+    // std::cout << netOut << std::endl;
 }