diff --git a/CMakeLists.txt b/CMakeLists.txt
index f2107c7..0c1fdd0 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -12,13 +12,15 @@ set(CMAKE_CXX_FLAGS  "${CMAKE_CXX_FLAGS} -g -Wall -Werror")
 
 if(CMAKE_BUILD_TYPE MATCHES "Debug")
   set(CMAKE_CXX_FLAGS  "${CMAKE_CXX_FLAGS} -fsanitize=thread -fno-omit-frame-pointer")
+  set(TSAN_OPTIONS "suppressions=${CMAKE_CURRENT_DIR}/tests/tsan.supp")
 endif()
 
 set(THIRD_PARTY_DIR ${CMAKE_BINARY_DIR}/third_party)
 
 find_package(Threads REQUIRED)
 
-option(DAGGY_ENABLE_SLURM "add support for SLURM executor" ON)
+option(DAGGY_ENABLE_SLURM "add support for slurm executor" ON)
+option(DAGGY_ENABLE_REDIS "add support for redis logger" ON)
 option(DAGGY_ENABLE_BENCHMARKS "Add catch2 benchmarks" ON)
 
 include(cmake/rapidjson.cmake)
diff --git a/README.md b/README.md
index 3a2d128..53c6a78 100644
--- a/README.md
+++ b/README.md
@@ -30,8 +30,10 @@ Individual tasks (vertices) are run via a task executor. Daggy supports multiple
 fork), to distributed work managers like [slurm](https://slurm.schedmd.com/overview.html)
 or [kubernetes](https://kubernetes.io/) (planned).
 
-State is maintained via state loggers. Currently daggy supports an in-memory state manager (OStreamLogger).
-Future plans include supporting [redis](https://redis.io) and [postgres](https://postgresql.org).
+State is maintained via state loggers. Currently daggy supports an in-memory state manager (OStreamLogger), and
+[RedisJSON](https://oss.redis.com/redisjson/).
+
+Future plans include supporting [postgres](https://postgresql.org).
 
 Building
 ==
@@ -377,3 +379,9 @@ files will then be read after the task has completed, and stored in the AttemptR
 For this reason, it's important that the `tmpDir` directory **be readable by the daggy engine**. i.e in a distributed
 environment, it should be a shared filesystem. If this isn't the case, the job output will not be captured by daggy,
 although it will still be available wherever it was written by slurm.
+
+Loggers
+=======
+
+RedisJSON
+---------
diff --git a/TODO.md b/TODO.md
index d1b3abc..97ced37 100644
--- a/TODO.md
+++ b/TODO.md
@@ -7,23 +7,14 @@ Tasks
   - Quality of Life
     - Allow `{{,!DATES}}` style interpolation, where values from `{{DATES}}` are preserved as a single, comma separated
       list
-    - Cancel DAG execution entirely
-    - Marking tasks explicitly complete
   - Executors
-    - Forking
-      - Add support for environment variables with `execvpe`
-    - Slurm
-      - Add support for environment variables
   - Loggers
     - Add in ability for loggers to be asynchronous
     - Additional Methods
-      - Get DAG State
-      - Get Task Details
       - Stream updates?
     - Implementations
       - [ ] General logger
       - [ ] SQL logger (sqlite, postgres)
-      - [ ] Redis DAGRunLogger
   - Server
     - [ ] Multiple executors
     - [ ] Log to general logger
diff --git a/cmake/argparse.cmake b/cmake/argparse.cmake
index cb82b3c..0a14442 100644
--- a/cmake/argparse.cmake
+++ b/cmake/argparse.cmake
@@ -12,4 +12,4 @@ ExternalProject_Add(${PROJECT_NAME}-external
         CONFIGURE_COMMAND "")
 add_library(${PROJECT_NAME} INTERFACE)
 add_dependencies(${PROJECT_NAME} ${PROJECT_NAME}-external)
-target_include_directories(${PROJECT_NAME} SYSTEM INTERFACE ${THIRD_PARTY_DIR}/${PROJECT_NAME}/include)
\ No newline at end of file
+target_include_directories(${PROJECT_NAME} SYSTEM INTERFACE ${THIRD_PARTY_DIR}/${PROJECT_NAME}/include)
diff --git a/cmake/daggy_features.cmake b/cmake/daggy_features.cmake
index d929413..c7cce8d 100644
--- a/cmake/daggy_features.cmake
+++ b/cmake/daggy_features.cmake
@@ -1,5 +1,5 @@
-# SLURM
-message("-- DAGGY_ENABLED_SLURM is set to ${DAGGY_ENABLE_SLURM}")
+# Slurm support
+message("-- DAGGY_ENABLE_SLURM is set to ${DAGGY_ENABLE_SLURM}")
 if (DAGGY_ENABLE_SLURM)
     find_library(SLURM_LIB libslurm.so libslurm.a slurm REQUIRED)
     find_path(SLURM_INCLUDE_DIR "slurm/slurm.h" REQUIRED)
@@ -16,3 +16,10 @@ if (DAGGY_ENABLE_SLURM)
     target_compile_definitions(slurm INTERFACE DAGGY_ENABLE_SLURM)
     target_link_libraries(slurm INTERFACE dl resolv)
 endif ()
+
+# Redis support
+message("-- DAGGY_ENABLE_REDIS is set to ${DAGGY_ENABLE_SLURM}")
+if (DAGGY_ENABLE_REDIS)
+    include(cmake/hiredis.cmake)
+    target_compile_definitions(slurm INTERFACE DAGGY_ENABLE_REDIS)
+endif ()
diff --git a/cmake/hiredis.cmake b/cmake/hiredis.cmake
new file mode 100644
index 0000000..ce92dbc
--- /dev/null
+++ b/cmake/hiredis.cmake
@@ -0,0 +1,23 @@
+project(hiredis)
+
+include(ExternalProject)
+
+set_directory_properties(PROPERTIES EP_UPDATE_DISCONNECTED true)
+
+ExternalProject_Add(hiredisDownload
+        PREFIX ${hiredis_root}
+        GIT_REPOSITORY https://github.com/redis/hiredis.git
+        GIT_TAG "v1.0.1"
+        CONFIGURE_COMMAND ""
+        BUILD_IN_SOURCE ON
+        INSTALL_COMMAND ""
+        )
+
+ExternalProject_Get_Property(hiredisDownload SOURCE_DIR)
+set(HIREDIS_INCLUDE_DIR ${SOURCE_DIR})
+set(HIREDIS_LIB_DIR ${SOURCE_DIR})
+
+add_library(${PROJECT_NAME} SHARED IMPORTED)
+add_dependencies(${PROJECT_NAME} hiredisDownload)
+target_include_directories(${PROJECT_NAME} INTERFACE ${HIREDIS_INCLUDE_DIR})
+set_target_properties(${PROJECT_NAME} PROPERTIES IMPORTED_LOCATION "${HIREDIS_LIB_DIR}/libhiredis.a")
diff --git a/daggy/CMakeLists.txt b/daggy/CMakeLists.txt
index 3469849..2413319 100644
--- a/daggy/CMakeLists.txt
+++ b/daggy/CMakeLists.txt
@@ -6,6 +6,10 @@ IF (DAGGY_ENABLE_SLURM)
     target_link_libraries(${PROJECT_NAME} slurm)
 endif ()
 
+IF (DAGGY_ENABLE_REDIS)
+    target_link_libraries(${PROJECT_NAME} hiredis)
+endif ()
+
 target_include_directories(${PROJECT_NAME} PUBLIC include)
 target_link_libraries(${PROJECT_NAME} pistache pthread rapidjson better-enums)
 
diff --git a/daggy/include/daggy/Serialization.hpp b/daggy/include/daggy/Serialization.hpp
index 5259d3a..0c6e28e 100644
--- a/daggy/include/daggy/Serialization.hpp
+++ b/daggy/include/daggy/Serialization.hpp
@@ -9,12 +9,14 @@
 
 #include "Defines.hpp"
 #include "Utilities.hpp"
+#include "loggers/dag_run/Defines.hpp"
 
 namespace rj = rapidjson;
 
 namespace daggy {
   void checkRJParse(const rj::ParseResult &result,
                     const std::string &prefix = "");
+  void dumpJSON(const rj::Value &doc, std::ostream &os);
 
   // Parameters
   ConfigValues configFromJSON(const std::string &jsonSpec);
@@ -26,6 +28,8 @@ namespace daggy {
   // Tasks
   Task taskFromJSON(const std::string &name, const rj::Value &spec,
                     const ConfigValues &jobDefaults = {});
+  Task taskFromJSON(const std::string &name, const std::string &spec,
+                    const ConfigValues &jobDefaults = {});
 
   TaskSet tasksFromJSON(const std::string &jsonSpec,
                         const ConfigValues &jobDefaults = {});
@@ -43,6 +47,8 @@ namespace daggy {
 
   // Attempt Records
   std::string attemptRecordToJSON(const AttemptRecord &attemptRecord);
+  AttemptRecord attemptRecordFromJSON(const std::string &json);
+  AttemptRecord attemptRecordFromJSON(const rj::Value &spec);
 
   // default serialization
   std::ostream &operator<<(std::ostream &os, const Task &task);
@@ -50,4 +56,13 @@ namespace daggy {
   std::string timePointToString(const TimePoint &tp);
 
   TimePoint stringToTimePoint(const std::string &timeStr);
+
+  /*
+     DAGRun Loggers
+     */
+  namespace logger = loggers::dag_run;
+
+  std::string stateUpdateRecordToJSON(const logger::StateUpdateRecord &rec);
+  logger::StateUpdateRecord stateUpdateRecordFromJSON(const rj::Value &json);
+  logger::StateUpdateRecord stateUpdateRecordFromJSON(const std::string &json);
 }  // namespace daggy
diff --git a/daggy/include/daggy/Utilities.hpp b/daggy/include/daggy/Utilities.hpp
index 8c2f4dc..7207615 100644
--- a/daggy/include/daggy/Utilities.hpp
+++ b/daggy/include/daggy/Utilities.hpp
@@ -26,8 +26,10 @@ namespace daggy {
                         const ConfigValues &interpolatedValues = {});
 
   TaskDAG buildDAGFromTasks(
-      TaskSet &tasks,
-      const std::vector<loggers::dag_run::TaskUpdateRecord> &updates = {});
+      const TaskSet &tasks,
+      const std::unordered_map<std::string,
+                               std::vector<loggers::dag_run::StateUpdateRecord>>
+          &updates = {});
 
   void updateDAGFromTasks(TaskDAG &dag, const TaskSet &tasks);
 
diff --git a/daggy/include/daggy/loggers/dag_run/DAGRunLogger.hpp b/daggy/include/daggy/loggers/dag_run/DAGRunLogger.hpp
index 3232dc5..06e4b30 100644
--- a/daggy/include/daggy/loggers/dag_run/DAGRunLogger.hpp
+++ b/daggy/include/daggy/loggers/dag_run/DAGRunLogger.hpp
@@ -43,8 +43,8 @@ namespace daggy::loggers::dag_run {
     virtual RunState getDAGRunState(DAGRunID dagRunID) = 0;
     virtual DAGRunRecord getDAGRun(DAGRunID dagRunID)  = 0;
 
-    virtual Task &getTask(DAGRunID dagRunID, const std::string &taskName) = 0;
-    virtual RunState &getTaskState(DAGRunID dagRunID,
-                                   const std::string &taskName)           = 0;
+    virtual Task getTask(DAGRunID dagRunID, const std::string &taskName) = 0;
+    virtual RunState getTaskState(DAGRunID dagRunID,
+                                  const std::string &taskName)           = 0;
   };
 }  // namespace daggy::loggers::dag_run
diff --git a/daggy/include/daggy/loggers/dag_run/Defines.hpp b/daggy/include/daggy/loggers/dag_run/Defines.hpp
index db2d810..65d817e 100644
--- a/daggy/include/daggy/loggers/dag_run/Defines.hpp
+++ b/daggy/include/daggy/loggers/dag_run/Defines.hpp
@@ -9,17 +9,10 @@
 #include "../../Defines.hpp"
 
 namespace daggy::loggers::dag_run {
-  struct TaskUpdateRecord
+  struct StateUpdateRecord
   {
     TimePoint time;
-    std::string taskName;
-    RunState newState;
-  };
-
-  struct DAGUpdateRecord
-  {
-    TimePoint time;
-    RunState newState;
+    RunState state;
   };
 
   // Pretty heavy weight, but
@@ -28,8 +21,9 @@ namespace daggy::loggers::dag_run {
     DAGSpec dagSpec;
     std::unordered_map<std::string, RunState> taskRunStates;
     std::unordered_map<std::string, std::vector<AttemptRecord>> taskAttempts;
-    std::vector<TaskUpdateRecord> taskStateChanges;
-    std::vector<DAGUpdateRecord> dagStateChanges;
+    std::unordered_map<std::string, std::vector<StateUpdateRecord>>
+        taskStateChanges;
+    std::vector<StateUpdateRecord> dagStateChanges;
   };
 
   struct DAGRunSummary
@@ -42,3 +36,4 @@ namespace daggy::loggers::dag_run {
     std::unordered_map<RunState, size_t> taskStateCounts;
   };
 }  // namespace daggy::loggers::dag_run
+
diff --git a/daggy/include/daggy/loggers/dag_run/OStreamLogger.hpp b/daggy/include/daggy/loggers/dag_run/OStreamLogger.hpp
index 53c7bb8..4e942e0 100644
--- a/daggy/include/daggy/loggers/dag_run/OStreamLogger.hpp
+++ b/daggy/include/daggy/loggers/dag_run/OStreamLogger.hpp
@@ -43,9 +43,9 @@ namespace daggy::loggers::dag_run {
     RunState getDAGRunState(DAGRunID dagRunID) override;
     DAGRunRecord getDAGRun(DAGRunID dagRunID) override;
 
-    Task &getTask(DAGRunID dagRunID, const std::string &taskName) override;
-    RunState &getTaskState(DAGRunID dagRunID,
-                           const std::string &taskName) override;
+    Task getTask(DAGRunID dagRunID, const std::string &taskName) override;
+    RunState getTaskState(DAGRunID dagRunID,
+                          const std::string &taskName) override;
 
   private:
     std::mutex guard_;
diff --git a/daggy/include/daggy/loggers/dag_run/RedisHelper.hpp b/daggy/include/daggy/loggers/dag_run/RedisHelper.hpp
new file mode 100644
index 0000000..4e63884
--- /dev/null
+++ b/daggy/include/daggy/loggers/dag_run/RedisHelper.hpp
@@ -0,0 +1,125 @@
+#pragma once
+
+#include <iterator>
+#ifdef DAGGY_ENABLE_REDIS
+
+#include <hiredis.h>
+
+#include <algorithm>
+#include <cstdlib>
+#include <iostream>
+#include <string>
+#include <variant>
+#include <vector>
+
+/*
+   Why a Redis Helper? This wraps hiredis structs in a class with a destructor
+   that will clean up after itself.
+
+   The query() method is a bit wonky with all the variants, but it works well
+   enough.
+
+   Important note: The hiredis context is not thread safe, so neither is this.
+   Create contexts as needed.
+  */
+
+namespace daggy::loggers::dag_run::redis {
+  using RedisDatum = std::variant<std::string, double, size_t>;
+
+  // Either a single Datum, or a vector of Datum
+  struct RedisData
+  {
+    void operator=(const RedisDatum &val)
+    {
+      data_ = val;
+    }
+
+    void operator=(const RedisData &other)
+    {
+      data_ = other.data_;
+    }
+
+    void operator=(const std::vector<RedisDatum> &other)
+    {
+      data_ = other;
+    }
+
+    RedisDatum asDatum()
+    {
+      return std::get<RedisDatum>(data_);
+    }
+
+    template <typename T>
+    T as()
+    {
+      return std::get<T>(std::get<RedisDatum>(data_));
+    }
+
+    template <typename T>
+    std::vector<T> asList()
+    {
+      std::vector<T> data;
+      const auto &inp = std::get<std::vector<RedisDatum>>(data_);
+      std::transform(inp.begin(), inp.end(), std::back_inserter(data),
+                     [](const auto &i) { return std::get<T>(i); });
+      return data;
+    }
+
+    template <typename T, typename V>
+    std::unordered_map<T, V> asHash()
+    {
+      std::unordered_map<T, V> data;
+      const auto &inp = std::get<std::vector<RedisDatum>>(data_);
+      if (inp.size() % 2 != 0)
+        throw std::runtime_error("Number of items is not even");
+      for (size_t i = 0; i < inp.size(); i += 2) {
+        data.emplace(std::get<T>(inp[i]), std::get<V>(inp[i + 1]));
+      }
+      return data;
+    }
+
+    std::variant<RedisDatum, std::vector<RedisDatum>> data_;
+  };
+
+  class RedisContext
+  {
+  public:
+    RedisContext(const std::string &host, int port);
+
+    template <class... Args>
+    RedisData query(Args &&...args)
+    {
+      redisReply *reply = static_cast<redisReply *>(
+          redisCommand(ctx_, std::forward<Args>(args)...));
+
+      if (!reply) {
+        throw std::runtime_error("Cannot query redis.");
+      }
+
+      if (reply->type == REDIS_REPLY_ERROR) {
+        if (reply->str) {
+          std::string error{reply->str};
+          throw std::runtime_error("Error querying redis: " + error);
+        }
+        else {
+          throw std::runtime_error("Unknown error querying redis");
+        }
+      }
+
+      auto data = parseReply_(reply);
+      freeReplyObject(reply);
+      return data;
+    }
+
+    ~RedisContext()
+    {
+      redisFree(ctx_);
+    }
+
+  private:
+    RedisData parseReply_(const redisReply *reply);
+    redisContext *ctx_;
+  };
+}  // namespace daggy::loggers::dag_run::redis
+
+#endif
diff --git a/daggy/include/daggy/loggers/dag_run/RedisLogger.hpp b/daggy/include/daggy/loggers/dag_run/RedisLogger.hpp
new file mode 100644
index 0000000..4f74064
--- /dev/null
+++ b/daggy/include/daggy/loggers/dag_run/RedisLogger.hpp
@@ -0,0 +1,75 @@
+#pragma once
+
+#ifdef DAGGY_ENABLE_REDIS
+
+#include <iostream>
+#include <mutex>
+
+#include "DAGRunLogger.hpp"
+#include "Defines.hpp"
+#include "RedisHelper.hpp"
+
+namespace daggy::loggers::dag_run {
+
+  /*
+     RunIDS are obtained from the counter dagRunIDs;
+
+     Keys are constructed from the dagRunID.
+
+     - dagRunIDs is an INTEGER COUNTER that returns the next dagRunID
+
+     - {runid}_spec is a HASH from taskName -> taskJSON
+
+     {
+      "tag": tag,
+      "tasks": { ...tasks... },
+     */
+
+  class RedisLogger : public DAGRunLogger
+  {
+  public:
+    explicit RedisLogger(const std::string &host = "127.0.0.1",
+                         int port                = 6379);
+
+    // Execution
+    DAGRunID startDAGRun(const DAGSpec &dagSpec) override;
+
+    void addTask(DAGRunID dagRunID, const std::string &taskName,
+                 const Task &task) override;
+
+    void updateTask(DAGRunID dagRunID, const std::string &taskName,
+                    const Task &task) override;
+
+    void updateDAGRunState(DAGRunID dagRunID, RunState state) override;
+
+    void logTaskAttempt(DAGRunID, const std::string &taskName,
+                        const AttemptRecord &attempt) override;
+
+    void updateTaskState(DAGRunID dagRunID, const std::string &taskName,
+                         RunState state) override;
+
+    // Querying
+    DAGSpec getDAGSpec(DAGRunID dagRunID) override;
+
+    std::vector<DAGRunSummary> queryDAGRuns(const std::string &tag = "",
+                                            bool all = false) override;
+
+    RunState getDAGRunState(DAGRunID dagRunID) override;
+    DAGRunRecord getDAGRun(DAGRunID dagRunID) override;
+
+    Task getTask(DAGRunID dagRunID, const std::string &taskName) override;
+    RunState getTaskState(DAGRunID dagRunID,
+                          const std::string &taskName) override;
+
+  private:
+    std::string host_;
+    int port_;
+
+    const std::string dagRunIDsKey_;
+
+    inline const std::string getDAGTagMembersKey_(const std::string &) const;
+    inline const std::string getDAGRunKey_(DAGRunID) const;
+  };
+}  // namespace daggy::loggers::dag_run
+
+#endif
diff --git a/daggy/src/Serialization.cpp b/daggy/src/Serialization.cpp
index 422670b..86ba8dd 100644
--- a/daggy/src/Serialization.cpp
+++ b/daggy/src/Serialization.cpp
@@ -1,5 +1,7 @@
 #include <rapidjson/error/en.h>
 
+#include "rapidjson/stringbuffer.h"
+#include "rapidjson/writer.h"
 #include <daggy/Serialization.hpp>
 #include <daggy/Utilities.hpp>
 #include <iomanip>
@@ -17,6 +19,14 @@ namespace daggy {
     }
   }
 
+  void dumpJSON(const rj::Value &doc, std::ostream &os)
+  {
+    rj::StringBuffer buffer;
+    rj::Writer<rj::StringBuffer> writer(buffer);
+    doc.Accept(writer);
+    os << buffer.GetString() << std::endl;
+  }
+
   ConfigValues configFromJSON(const std::string &jsonSpec)
   {
     rj::Document doc;
@@ -159,6 +169,14 @@ namespace daggy {
     return task;
   }
 
+  Task taskFromJSON(const std::string &name, const std::string &spec,
+                    const ConfigValues &jobDefaults)
+  {
+    rj::Document doc;
+    checkRJParse(doc.Parse(spec.c_str()));
+    return taskFromJSON(name, doc, jobDefaults);
+  }
+
   TaskSet tasksFromJSON(const std::string &jsonSpec,
                         const ConfigValues &jobDefaults)
   {
@@ -266,12 +284,34 @@ namespace daggy {
        << R"("startTime": )" << std::quoted(timePointToString(record.startTime))
        << ',' << R"("stopTime": )"
        << std::quoted(timePointToString(record.stopTime)) << ',' << R"("rc": )"
-       << std::to_string(record.rc) << ',' << R"("executorLog": )"
+       << record.rc << ',' << R"("executorLog": )"
        << std::quoted(record.executorLog) << ',' << R"("outputLog": )"
        << std::quoted(record.outputLog) << ',' << R"("errorLog": )"
        << std::quoted(record.errorLog) << '}';
 
-    return ss.str();
+    std::string json = ss.str();
+    return globalSub(json, "\n", "\\n");
+  }
+
+  AttemptRecord attemptRecordFromJSON(const std::string &json)
+  {
+    std::string jsonNew = globalSub(json, "\\n", "\n");
+    rj::Document doc;
+    checkRJParse(doc.Parse(jsonNew.c_str()), "Parsing config");
+    return attemptRecordFromJSON(doc);
+  }
+
+  AttemptRecord attemptRecordFromJSON(const rj::Value &spec)
+  {
+    AttemptRecord rec;
+    rec.startTime   = stringToTimePoint(spec["startTime"].GetString());
+    rec.stopTime    = stringToTimePoint(spec["stopTime"].GetString());
+    rec.rc          = spec["rc"].GetInt();
+    rec.executorLog = spec["executorLog"].GetString();
+    rec.outputLog   = spec["outputLog"].GetString();
+    rec.errorLog    = spec["errorLog"].GetString();
+
+    return rec;
   }
 
   std::string timePointToString(const TimePoint &tp)
@@ -328,4 +368,31 @@ namespace daggy {
     return dagFromJSON(doc);
   }
 
+  std::string stateUpdateRecordToJSON(const logger::StateUpdateRecord &rec)
+  {
+    std::stringstream ss;
+    ss << R"({ "time": )" << std::quoted(timePointToString(rec.time))
+       << R"(, "state": )" << std::quoted(rec.state._to_string()) << "}";
+    return ss.str();
+  }
+
+  logger::StateUpdateRecord stateUpdateRecordFromJSON(const rj::Value &json)
+  {
+    logger::StateUpdateRecord rec{.state = RunState::QUEUED};
+    if (!json.HasMember("time"))
+      throw std::runtime_error("StateUpdateRecord missing required field time");
+    if (!json.HasMember("state"))
+      throw std::runtime_error(
+          "StateUpdateRecord missing required field state");
+
+    rec.state = RunState::_from_string(json["state"].GetString());
+    rec.time  = stringToTimePoint(json["time"].GetString());
+    return rec;
+  }
+  logger::StateUpdateRecord stateUpdateRecordFromJSON(const std::string &json)
+  {
+    rj::Document doc;
+    checkRJParse(doc.Parse(json.c_str()), "Parsing config");
+    return stateUpdateRecordFromJSON(doc);
+  }
 }  // namespace daggy
diff --git a/daggy/src/Server.cpp b/daggy/src/Server.cpp
index 9062706..e76509b 100644
--- a/daggy/src/Server.cpp
+++ b/daggy/src/Server.cpp
@@ -328,9 +328,7 @@ namespace daggy {
       else {
         ss << ',';
       }
-      ss << '{' << R"("newState": )"
-         << std::quoted(change.newState._to_string()) << ',' << R"("time": )"
-         << std::quoted(timePointToString(change.time)) << '}';
+      ss << stateUpdateRecordToJSON(change);
     }
     ss << "]";
     ss << '}';
diff --git a/daggy/src/Utilities.cpp b/daggy/src/Utilities.cpp
index 99258d0..c530908 100644
--- a/daggy/src/Utilities.cpp
+++ b/daggy/src/Utilities.cpp
@@ -105,25 +105,29 @@ namespace daggy {
   }
 
   TaskDAG buildDAGFromTasks(
-      TaskSet &tasks,
-      const std::vector<loggers::dag_run::TaskUpdateRecord> &updates)
+      const TaskSet &tasks,
+      const std::unordered_map<std::string,
+                               std::vector<loggers::dag_run::StateUpdateRecord>>
+          &updates)
   {
     TaskDAG dag;
     updateDAGFromTasks(dag, tasks);
 
     // Replay any updates
-    for (const auto &update : updates) {
-      switch (update.newState) {
-        case RunState::RUNNING:
-        case RunState::RETRY:
-        case RunState::PAUSED:
-        case RunState::ERRORED:
-        case RunState::KILLED:
-          dag.setVertexState(update.taskName, RunState::RUNNING);
-          break;
-        case RunState::COMPLETED:
-        case RunState::QUEUED:
-          break;
+    for (const auto &[taskName, taskUpdates] : updates) {
+      for (const auto &update : taskUpdates) {
+        switch (update.state) {
+          case RunState::RUNNING:
+          case RunState::RETRY:
+          case RunState::PAUSED:
+          case RunState::ERRORED:
+          case RunState::KILLED:
+            dag.setVertexState(taskName, RunState::RUNNING);
+            break;
+          case RunState::COMPLETED:
+          case RunState::QUEUED:
+            break;
+        }
       }
     }
 
diff --git a/daggy/src/executors/task/ForkingTaskExecutor.cpp b/daggy/src/executors/task/ForkingTaskExecutor.cpp
index 0fcdd8c..5ec27bf 100644
--- a/daggy/src/executors/task/ForkingTaskExecutor.cpp
+++ b/daggy/src/executors/task/ForkingTaskExecutor.cpp
@@ -105,14 +105,13 @@ daggy::AttemptRecord ForkingTaskExecutor::runTask(const Task &task,
   argv.push_back(nullptr);
 
   // Populate the environment
-  auto it = task.job.find("environment");
-  if (it != task.job.end()) {
-    const auto environment = std::get<Command>(task.job.at("environment"));
-    std::transform(
-        environment.begin(), environment.end(), std::back_inserter(envp),
-        [](const std::string &s) { return const_cast<char *>(s.c_str()); });
-    envp.push_back(nullptr);
-  }
+  auto environment = (task.job.count("environment") == 0
+                          ? std::vector<std::string>{}
+                          : std::get<Command>(task.job.at("environment")));
+  std::transform(
+      environment.begin(), environment.end(), std::back_inserter(envp),
+      [](const std::string &s) { return const_cast<char *>(s.c_str()); });
+  envp.push_back(nullptr);
 
   // Create the pipe
   int stdoutPipe[2];
@@ -135,8 +134,10 @@ daggy::AttemptRecord ForkingTaskExecutor::runTask(const Task &task,
     }
     close(stdoutPipe[0]);
     close(stderrPipe[0]);
-    execvpe(argv[0], argv.data(), envp.data());
-    exit(-1);
+    char **env = (envp.empty() ? nullptr : envp.data());
+    auto res   = execvpe(argv[0], argv.data(), env);
+    std::cout << res << std::endl;
+    exit(errno);
   }
 
   std::atomic<bool> reading = true;
diff --git a/daggy/src/loggers/dag_run/CMakeLists.txt b/daggy/src/loggers/dag_run/CMakeLists.txt
index c3fee3e..b295de5 100644
--- a/daggy/src/loggers/dag_run/CMakeLists.txt
+++ b/daggy/src/loggers/dag_run/CMakeLists.txt
@@ -1,3 +1,5 @@
 target_sources(${PROJECT_NAME} PRIVATE
         OStreamLogger.cpp
+        RedisLogger.cpp
+        RedisHelper.cpp
         )
diff --git a/daggy/src/loggers/dag_run/OStreamLogger.cpp b/daggy/src/loggers/dag_run/OStreamLogger.cpp
index 1fc9bb3..23b3278 100644
--- a/daggy/src/loggers/dag_run/OStreamLogger.cpp
+++ b/daggy/src/loggers/dag_run/OStreamLogger.cpp
@@ -5,7 +5,7 @@
 #include <daggy/loggers/dag_run/OStreamLogger.hpp>
 #include <iterator>
 
-namespace daggy { namespace loggers { namespace dag_run {
+namespace daggy::loggers::dag_run {
   OStreamLogger::OStreamLogger(std::ostream &os)
     : os_(os)
   {
@@ -93,7 +93,7 @@ namespace daggy { namespace loggers { namespace dag_run {
                                        RunState state)
   {
     auto &dagRun = dagRuns_.at(dagRunID);
-    dagRun.taskStateChanges.push_back({Clock::now(), taskName, state});
+    dagRun.taskStateChanges[taskName].push_back({Clock::now(), state});
     auto it = dagRun.taskRunStates.find(taskName);
     if (it == dagRun.taskRunStates.end()) {
       dagRun.taskRunStates.emplace(taskName, state);
@@ -121,18 +121,26 @@ namespace daggy { namespace loggers { namespace dag_run {
     size_t i = 0;
     for (const auto &run : dagRuns_) {
       if ((!all) &&
-          (run.dagStateChanges.back().newState == +RunState::COMPLETED)) {
+          (run.dagStateChanges.back().state == +RunState::COMPLETED)) {
         continue;
       }
       if (!tag.empty() and tag != run.dagSpec.tag)
         continue;
 
+      TimePoint lastTaskUpdate;
+      for (const auto &[_, updates] : run.taskStateChanges) {
+        for (const auto &update : updates) {
+          if (update.time > lastTaskUpdate)
+            lastTaskUpdate = update.time;
+        }
+      }
+
       DAGRunSummary summary{
           .runID      = i,
           .tag        = run.dagSpec.tag,
-          .runState   = run.dagStateChanges.back().newState,
+          .runState   = run.dagStateChanges.back().state,
           .startTime  = run.dagStateChanges.front().time,
-          .lastUpdate = std::max<TimePoint>(run.taskStateChanges.back().time,
+          .lastUpdate = std::max<TimePoint>(lastTaskUpdate,
                                             run.dagStateChanges.back().time)};
 
       for (const auto &[_, taskState] : run.taskRunStates) {
@@ -153,19 +161,20 @@ namespace daggy { namespace loggers { namespace dag_run {
   RunState OStreamLogger::getDAGRunState(DAGRunID dagRunID)
   {
     std::lock_guard<std::mutex> lock(guard_);
-    return dagRuns_.at(dagRunID).dagStateChanges.back().newState;
+    return dagRuns_.at(dagRunID).dagStateChanges.back().state;
   }
 
-  Task &OStreamLogger::getTask(DAGRunID dagRunID, const std::string &taskName)
+  Task OStreamLogger::getTask(DAGRunID dagRunID, const std::string &taskName)
   {
     std::lock_guard<std::mutex> lock(guard_);
     return dagRuns_.at(dagRunID).dagSpec.tasks.at(taskName);
   }
-  RunState &OStreamLogger::getTaskState(DAGRunID dagRunID,
-                                        const std::string &taskName)
+
+  RunState OStreamLogger::getTaskState(DAGRunID dagRunID,
+                                       const std::string &taskName)
   {
     std::lock_guard<std::mutex> lock(guard_);
     return dagRuns_.at(dagRunID).taskRunStates.at(taskName);
   }
 
-}}}  // namespace daggy::loggers::dag_run
+}  // namespace daggy::loggers::dag_run
diff --git a/daggy/src/loggers/dag_run/RedisHelper.cpp b/daggy/src/loggers/dag_run/RedisHelper.cpp
new file mode 100644
index 0000000..5f82e80
--- /dev/null
+++ b/daggy/src/loggers/dag_run/RedisHelper.cpp
@@ -0,0 +1,90 @@
+#include <stdexcept>
+#ifdef DAGGY_ENABLE_REDIS
+
+#include <daggy/loggers/dag_run/RedisHelper.hpp>
+
+namespace daggy::loggers::dag_run::redis {
+  RedisContext::RedisContext(const std::string &host, int port)
+  {
+    const struct timeval timeout = {0, 250000};  // .250 seconds
+    ctx_ = redisConnectWithTimeout(host.c_str(), port, timeout);
+    if (ctx_ == nullptr) {
+      throw std::runtime_error("Unable to ping redis server at " + host + ":" +
+                               std::to_string(port));
+    }
+  }
+
+  RedisData RedisContext::parseReply_(const redisReply *reply)
+  {
+    RedisData data;
+
+    /*
+    switch (reply->type) {
+      case REDIS_REPLY_ERROR: {
+        std::cout << "\tERROR " << reply->str << std::endl;
+        break;
+      }
+      case REDIS_REPLY_STRING: {
+        std::cout << "\tSTRING" << std::endl;
+        break;
+      }
+      case REDIS_REPLY_VERB: {
+        std::cout << "\tVERB" << std::endl;
+        break;
+      }
+      case REDIS_REPLY_DOUBLE: {
+        std::cout << "\tDOUBLE" << std::endl;
+        break;
+      }
+      case REDIS_REPLY_INTEGER: {
+        std::cout << "\tINTEGER" << std::endl;
+        break;
+      }
+      case REDIS_REPLY_ARRAY: {
+        std::cout << "\tARRAY" << std::endl;
+        break;
+      }
+      case REDIS_REPLY_NIL: {
+        std::cout << "\tNIL" << std::endl;
+        break;
+      }
+    }
+    */
+
+    switch (reply->type) {
+      case REDIS_REPLY_ERROR:
+      case REDIS_REPLY_STRING:
+      case REDIS_REPLY_VERB: {
+        std::string raw(reply->str);
+        if (raw[0] == '"' and raw[raw.size() - 1] == '"') {
+          data = raw.substr(1, raw.size() - 2);
+        }
+        else {
+          data = RedisDatum{raw};
+        }
+        break;
+      }
+      case REDIS_REPLY_DOUBLE: {
+        data = RedisDatum{reply->dval};
+        break;
+      }
+      case REDIS_REPLY_INTEGER: {
+        data = RedisDatum{(size_t)reply->integer};
+        break;
+      }
+      case REDIS_REPLY_ARRAY: {
+        std::vector<RedisDatum> parts;
+        for (size_t i = 0UL; i < reply->elements; ++i) {
+          parts.push_back(parseReply_(reply->element[i]).asDatum());
+        }
+        data = parts;
+        break;
+      }
+    }
+
+    return data;
+  }
+
+}  // namespace daggy::loggers::dag_run::redis
+
+#endif
diff --git a/daggy/src/loggers/dag_run/RedisLogger.cpp b/daggy/src/loggers/dag_run/RedisLogger.cpp
new file mode 100644
index 0000000..ce3915c
--- /dev/null
+++ b/daggy/src/loggers/dag_run/RedisLogger.cpp
@@ -0,0 +1,316 @@
+#include <stdexcept>
+#ifdef DAGGY_ENABLE_REDIS
+
+#include <enum.h>
+
+#include <algorithm>
+#include <daggy/Serialization.hpp>
+#include <daggy/loggers/dag_run/RedisLogger.hpp>
+#include <iomanip>
+#include <iterator>
+
+namespace daggy::loggers::dag_run {
+  RedisLogger::RedisLogger(const std::string &host, int port)
+    : host_(host)
+    , port_(port)
+    , dagRunIDsKey_("dagRunIDs")
+  {
+    redis::RedisContext ctx(host_, port_);
+
+    auto resp = ctx.query("exists %s", dagRunIDsKey_.c_str());
+
+    if (resp.as<size_t>() == 0) {
+      ctx.query("set %s %s", dagRunIDsKey_.c_str(), "0");
+    }
+  }
+
+  // Execution
+  DAGRunID RedisLogger::startDAGRun(const DAGSpec &dagSpec)
+  {
+    redis::RedisContext ctx(host_, port_);
+
+    auto resp = ctx.query("incr %s", dagRunIDsKey_.c_str());
+
+    DAGRunID runID = resp.as<size_t>();
+
+    // Store the DAGRun
+    std::stringstream ss;
+
+    ss << "{"
+       << R"("tag": )" << std::quoted(dagSpec.tag) << R"(, "startTime": )"
+       << std::quoted(timePointToString(Clock::now()))
+       << R"(, "stateUpdates": [])"
+       << R"(, "taskStates": {})"
+       << R"(, "taskStateUpdates": {})"
+       << R"(, "taskAttempts": {})"
+       << R"(, "tasks": )" << tasksToJSON(dagSpec.tasks)
+       << R"(, "taskConfig": {)"
+       << R"("variables": )" << configToJSON(dagSpec.taskConfig.variables)
+       << R"(, "jobDefaults": )" << configToJSON(dagSpec.taskConfig.jobDefaults)
+       << R"(} })";
+
+    const auto &dagKey = getDAGRunKey_(runID);
+
+    ctx.query("JSON.SET %s . %s", dagKey.c_str(), ss.str().c_str());
+
+    for (const auto &[taskName, _] : dagSpec.tasks) {
+      ctx.query("JSON.SET %s %s []", dagKey.c_str(),
+                (".taskStateUpdates." + taskName).c_str());
+      ctx.query("JSON.SET %s %s []", dagKey.c_str(),
+                (".taskAttempts." + taskName).c_str());
+    }
+
+    // store tags
+    ctx.query("SADD %s %s", getDAGTagMembersKey_(dagSpec.tag).c_str(),
+              std::to_string(runID).c_str());
+
+    // Store tasks, initial states
+    for (const auto &[taskName, task] : dagSpec.tasks) {
+      updateTaskState(runID, taskName, RunState::QUEUED);
+    }
+
+    // Update the dag run state
+    updateDAGRunState(runID, RunState::QUEUED);
+
+    return runID;
+  }
+
+  void RedisLogger::addTask(DAGRunID dagRunID, const std::string &taskName,
+                            const Task &task)
+  {
+    updateTask(dagRunID, taskName, task);
+    updateTaskState(dagRunID, taskName, RunState::QUEUED);
+  }
+
+  void RedisLogger::updateTask(DAGRunID dagRunID, const std::string &taskName,
+                               const Task &task)
+  {
+    redis::RedisContext ctx(host_, port_);
+    std::string taskJSON = taskToJSON(task);
+    ctx.query("JSON.SET %s %s %s", getDAGRunKey_(dagRunID).c_str(),
+              (".tasks." + taskName).c_str(), taskJSON.c_str(),
+              taskToJSON(task).c_str());
+  }
+
+  void RedisLogger::updateDAGRunState(DAGRunID dagRunID, RunState state)
+  {
+    redis::RedisContext ctx(host_, port_);
+    const auto &dagKey = getDAGRunKey_(dagRunID);
+
+    // Set the state
+    ctx.query(R"(JSON.SET %s .state "%s")", dagKey.c_str(), state._to_string());
+
+    ctx.query(R"(JSON.SET %s .lastUpdateTime "%s")", dagKey.c_str(),
+              timePointToString(Clock::now()).c_str());
+
+    // Add the update record
+    StateUpdateRecord rec{.time = Clock::now(), .state = state};
+    ctx.query("JSON.ARRAPPEND %s .stateUpdates %s", dagKey.c_str(),
+              stateUpdateRecordToJSON(rec).c_str());
+  }
+
+  void RedisLogger::logTaskAttempt(DAGRunID dagRunID,
+                                   const std::string &taskName,
+                                   const AttemptRecord &attempt)
+  {
+    redis::RedisContext ctx(host_, port_);
+    ctx.query("JSON.ARRAPPEND %s %s %s", getDAGRunKey_(dagRunID).c_str(),
+              (".taskAttempts." + taskName).c_str(),
+              attemptRecordToJSON(attempt).c_str());
+  }
+
+  void RedisLogger::updateTaskState(DAGRunID dagRunID,
+                                    const std::string &taskName, RunState state)
+  {
+    redis::RedisContext ctx(host_, port_);
+    const auto &dagKey = getDAGRunKey_(dagRunID);
+
+    // Set the state
+    ctx.query(R"(JSON.SET %s %s "%s")", dagKey.c_str(),
+              (".taskStates." + taskName).c_str(), state._to_string());
+
+    ctx.query(R"(JSON.SET %s .lastUpdateTime "%s")", dagKey.c_str(),
+              timePointToString(Clock::now()).c_str());
+
+    // Add the update record
+    StateUpdateRecord rec{.time = Clock::now(), .state = state};
+    ctx.query("JSON.ARRAPPEND %s %s %s", dagKey.c_str(),
+              (".taskStateUpdates." + taskName).c_str(),
+              stateUpdateRecordToJSON(rec).c_str());
+  }
+
+  // Querying
+  DAGSpec RedisLogger::getDAGSpec(DAGRunID dagRunID)
+  {
+    redis::RedisContext ctx(host_, port_);
+    const auto &dagKey = getDAGRunKey_(dagRunID);
+
+    DAGSpec spec;
+
+    spec.tag = ctx.query("JSON.GET %s .tag", dagKey.c_str()).as<std::string>();
+
+    auto tasks =
+        ctx.query("JSON.GET %s .tasks", dagKey.c_str()).as<std::string>();
+    spec.tasks = tasksFromJSON(tasks);
+
+    auto taskVars =
+        ctx.query("JSON.GET %s .taskConfig.variables", dagKey.c_str())
+            .as<std::string>();
+    spec.taskConfig.variables = configFromJSON(taskVars);
+
+    auto jobDefaults =
+        ctx.query("JSON.GET %s .taskConfig.jobDefaults", dagKey.c_str())
+            .as<std::string>();
+    spec.taskConfig.jobDefaults = configFromJSON(jobDefaults);
+
+    return spec;
+  };
+
+  std::vector<DAGRunSummary> RedisLogger::queryDAGRuns(const std::string &tag,
+                                                       bool all)
+  {
+    redis::RedisContext ctx(host_, port_);
+    std::vector<DAGRunSummary> summaries;
+
+    auto reply = ctx.query("GET %s", dagRunIDsKey_.c_str());
+
+    size_t maxRuns = std::stoull(reply.as<std::string>());
+
+    RunState state = RunState::QUEUED;
+    for (size_t runID = 1; runID <= maxRuns; ++runID) {
+      try {
+        state = getDAGRunState(runID);
+      }
+      catch (std::runtime_error &e) {
+        continue;
+      }
+      if (!all and state == +RunState::COMPLETED)
+        continue;
+      const auto &dagKey = getDAGRunKey_(runID);
+      DAGRunSummary summary{
+          .runID = runID,
+          .tag =
+              ctx.query("JSON.GET %s .tag", dagKey.c_str()).as<std::string>(),
+          .runState  = state,
+          .startTime = stringToTimePoint(
+              ctx.query("JSON.GET %s .startTime", dagKey.c_str())
+                  .as<std::string>()),
+          .lastUpdate = stringToTimePoint(
+              ctx.query("JSON.GET %s .lastUpdateTime", dagKey.c_str())
+                  .as<std::string>())};
+
+      auto taskStates = ctx.query("JSON.GET %s .taskStates", dagKey.c_str())
+                            .as<std::string>();
+
+      rj::Document doc;
+      checkRJParse(doc.Parse(taskStates.c_str()));
+
+      for (auto it = doc.MemberBegin(); it != doc.MemberEnd(); ++it) {
+        std::string stateStr = it->value.GetString();
+        auto taskState       = RunState::_from_string(stateStr.c_str());
+        summary.taskStateCounts[taskState]++;
+      }
+      summaries.emplace_back(summary);
+    }
+
+    return summaries;
+  }
+
+  DAGRunRecord RedisLogger::getDAGRun(DAGRunID dagRunID)
+  {
+    DAGRunRecord rec;
+    redis::RedisContext ctx(host_, port_);
+
+    rec.dagSpec = getDAGSpec(dagRunID);
+
+    auto json = ctx.query("JSON.GET %s", getDAGRunKey_(dagRunID).c_str())
+                    .as<std::string>();
+
+    rj::Document doc;
+    checkRJParse(doc.Parse(json.c_str()));
+
+    // Populate taskRunStates
+    const auto &taskStates = doc["taskStates"].GetObject();
+    for (auto it = taskStates.MemberBegin(); it != taskStates.MemberEnd();
+         ++it) {
+      rec.taskRunStates.emplace(it->name.GetString(),
+                                RunState::_from_string(it->value.GetString()));
+    }
+
+    // Populate taskAttempts
+    const auto &taskAttempts = doc["taskAttempts"].GetObject();
+    for (auto it = taskAttempts.MemberBegin(); it != taskAttempts.MemberEnd();
+         ++it) {
+      const std::string taskName = it->name.GetString();
+      const auto &newAttempts    = it->value.GetArray();
+      auto &attempts             = rec.taskAttempts[taskName];
+      for (size_t i = 0; i < newAttempts.Size(); ++i) {
+        auto rec = attemptRecordFromJSON(newAttempts[i]);
+        attempts.emplace_back(rec);
+      }
+    }
+
+    // Populate taskStateChanges
+    const auto &taskStateUpdates = doc["taskStateUpdates"].GetObject();
+    for (auto it = taskStateUpdates.MemberBegin();
+         it != taskStateUpdates.MemberEnd(); ++it) {
+      std::string taskName = it->name.GetString();
+      const auto &updates  = it->value.GetArray();
+      auto &taskUpdates    = rec.taskStateChanges[taskName];
+      for (size_t i = 0; i < updates.Size(); ++i) {
+        taskUpdates.emplace_back(stateUpdateRecordFromJSON(updates[i]));
+      }
+    }
+
+    // Populate DAG Updates
+    const auto &dagStateUpdates = doc["stateUpdates"].GetArray();
+    for (size_t i = 0; i < dagStateUpdates.Size(); ++i) {
+      rec.dagStateChanges.emplace_back(
+          stateUpdateRecordFromJSON(dagStateUpdates[i]));
+    }
+
+    return rec;
+  }
+
+  RunState RedisLogger::getDAGRunState(DAGRunID dagRunID)
+  {
+    redis::RedisContext ctx(host_, port_);
+    auto resp =
+        ctx.query("JSON.GET %s .state", getDAGRunKey_(dagRunID).c_str());
+    std::string stateStr = resp.as<std::string>();
+    if (stateStr.empty())
+      throw std::runtime_error("No such dagrun");
+    return RunState::_from_string(stateStr.c_str());
+  }
+
+  Task RedisLogger::getTask(DAGRunID dagRunID, const std::string &taskName)
+  {
+    redis::RedisContext ctx(host_, port_);
+    auto resp = ctx.query("JSON.GET %s %s", getDAGRunKey_(dagRunID).c_str(),
+                          (".tasks." + taskName).c_str());
+    return taskFromJSON(taskName, resp.as<std::string>());
+  }
+
+  RunState RedisLogger::getTaskState(DAGRunID dagRunID,
+                                     const std::string &taskName)
+  {
+    redis::RedisContext ctx(host_, port_);
+    auto resp = ctx.query("JSON.GET %s %s", getDAGRunKey_(dagRunID).c_str(),
+                          (".taskStates." + taskName).c_str());
+    return RunState::_from_string(resp.as<std::string>().c_str());
+  }
+
+  inline const std::string RedisLogger::getDAGTagMembersKey_(
+      const std::string &tag) const
+  {
+    return "tags_" + tag;
+  }
+
+  inline const std::string RedisLogger::getDAGRunKey_(DAGRunID runID) const
+  {
+    return std::to_string(runID) + "_spec";
+  }
+
+}  // namespace daggy::loggers::dag_run
+
+#endif
diff --git a/tests/unit_dagrun_loggers.cpp b/tests/unit_dagrun_loggers.cpp
index ed480e9..06e0902 100644
--- a/tests/unit_dagrun_loggers.cpp
+++ b/tests/unit_dagrun_loggers.cpp
@@ -4,88 +4,126 @@
 #include <iostream>
 #include <sstream>
 
+#include "daggy/Serialization.hpp"
 #include "daggy/loggers/dag_run/OStreamLogger.hpp"
+#include "daggy/loggers/dag_run/RedisLogger.hpp"
 
 using namespace daggy;
 using namespace daggy::loggers::dag_run;
 
 const TaskSet SAMPLE_TASKS{
     {"work_a",
-     Task{.job{{"command", std::vector<std::string>{"/bin/echo", "a"}}},
+     Task{.definedName{"work_a"},
+          .job{{"command", std::vector<std::string>{"/bin/echo", "a"}}},
           .children{"c"}}},
     {"work_b",
-     Task{.job{{"command", std::vector<std::string>{"/bin/echo", "b"}}},
+     Task{.definedName{"work_b"},
+          .job{{"command", std::vector<std::string>{"/bin/echo", "b"}}},
           .children{"c"}}},
     {"work_c",
-     Task{.job{{"command", std::vector<std::string>{"/bin/echo", "c"}}}}}};
+     Task{.definedName{"work_c"},
+          .job{{"command", std::vector<std::string>{"/bin/echo", "c"}}}}}};
 
-inline DAGRunID testDAGRunInit(DAGRunLogger &logger, const std::string &tag,
-                               const TaskSet &tasks)
-{
-  auto runID = logger.startDAGRun(DAGSpec{.tag = tag, .tasks = tasks});
-
-  // Verify run shows up in the list
+namespace {
+  void testDAGRunInit(DAGRunLogger &logger, const std::string &tag,
+                      const TaskSet &tasks)
   {
-    auto runs = logger.queryDAGRuns();
-    REQUIRE(!runs.empty());
-    auto it = std::find_if(runs.begin(), runs.end(),
-                           [runID](const auto &r) { return r.runID == runID; });
-    REQUIRE(it != runs.end());
-    REQUIRE(it->tag == tag);
-    REQUIRE(it->runState == +RunState::QUEUED);
-  }
+    auto runID = logger.startDAGRun(DAGSpec{.tag = tag, .tasks = tasks});
 
-  // Verify states
-  {
-    REQUIRE(logger.getDAGRunState(runID) == +RunState::QUEUED);
-    for (const auto &[k, _] : tasks) {
-      REQUIRE(logger.getTaskState(runID, k) == +RunState::QUEUED);
+    // Verify run shows up in the list
+    SECTION("New run shows up in list of runs")
+    {
+      auto runs = logger.queryDAGRuns();
+      REQUIRE(!runs.empty());
+      auto it = std::find_if(runs.begin(), runs.end(), [runID](const auto &r) {
+        return r.runID == runID;
+      });
+      REQUIRE(it != runs.end());
+      REQUIRE(it->tag == tag);
+      REQUIRE(it->runState == +RunState::QUEUED);
+    }
+
+    // Verify dagSpec matches
+    SECTION("Can retrieve DAG Spec")
+    {
+      auto spec = logger.getDAGSpec(runID);
+      REQUIRE(spec.tag == tag);
+      REQUIRE(spec.tasks == tasks);
+    }
+
+    // Verify states
+    SECTION("DAG State matches expectations")
+    {
+      REQUIRE(logger.getDAGRunState(runID) == +RunState::QUEUED);
+      for (const auto &[k, _] : tasks) {
+        REQUIRE(logger.getTaskState(runID, k) == +RunState::QUEUED);
+      }
+    }
+
+    // Verify integrity of run
+    SECTION("Can retrieve the full run")
+    {
+      auto dagRun = logger.getDAGRun(runID);
+
+      REQUIRE(dagRun.dagSpec.tag == tag);
+      REQUIRE(dagRun.dagSpec.tasks == tasks);
+
+      REQUIRE(dagRun.taskRunStates.size() == tasks.size());
+      auto nonQueuedTask = std::find_if(
+          dagRun.taskRunStates.begin(), dagRun.taskRunStates.end(),
+          [](const auto &a) { return a.second != +RunState::QUEUED; });
+
+      REQUIRE(nonQueuedTask == dagRun.taskRunStates.end());
+      REQUIRE(dagRun.dagStateChanges.size() == 1);
+      REQUIRE(dagRun.dagStateChanges.back().state == +RunState::QUEUED);
+    }
+
+    // Update DAG state and ensure that it's updated;
+    SECTION("Can update DAG state and retrieve new state")
+    {
+      logger.updateDAGRunState(runID, RunState::RUNNING);
+      auto dagRun = logger.getDAGRun(runID);
+      REQUIRE(dagRun.dagStateChanges.back().state == +RunState::RUNNING);
+    }
+
+    // Update a task state
+    SECTION("Can update task state and retrieve new state")
+    {
+      for (const auto &[k, v] : tasks)
+        logger.updateTaskState(runID, k, RunState::RUNNING);
+      auto dagRun = logger.getDAGRun(runID);
+      for (const auto &[k, v] : tasks) {
+        REQUIRE(dagRun.taskRunStates.at(k) == +RunState::RUNNING);
+      }
+    }
+
+    SECTION("Log task attempt and retrieve it")
+    {
+      std::cout << "Task attempts" << std::endl;
+      logger.logTaskAttempt(runID, "work_a",
+                            AttemptRecord{.rc = 2, .errorLog = "help"});
+      auto dagRun = logger.getDAGRun(runID);
+
+      REQUIRE(dagRun.taskAttempts["work_a"].size() == 1);
+      REQUIRE(dagRun.taskAttempts["work_a"][0].errorLog == "help");
+      REQUIRE(dagRun.taskAttempts["work_a"][0].rc == 2);
     }
   }
-
-  // Verify integrity of run
-  {
-    auto dagRun = logger.getDAGRun(runID);
-
-    REQUIRE(dagRun.dagSpec.tag == tag);
-    REQUIRE(dagRun.dagSpec.tasks == tasks);
-
-    REQUIRE(dagRun.taskRunStates.size() == tasks.size());
-    auto nonQueuedTask = std::find_if(
-        dagRun.taskRunStates.begin(), dagRun.taskRunStates.end(),
-        [](const auto &a) { return a.second != +RunState::QUEUED; });
-    REQUIRE(nonQueuedTask == dagRun.taskRunStates.end());
-    REQUIRE(dagRun.dagStateChanges.size() == 1);
-    REQUIRE(dagRun.dagStateChanges.back().newState == +RunState::QUEUED);
-  }
-
-  // Update DAG state and ensure that it's updated;
-  {
-    logger.updateDAGRunState(runID, RunState::RUNNING);
-    auto dagRun = logger.getDAGRun(runID);
-    REQUIRE(dagRun.dagStateChanges.back().newState == +RunState::RUNNING);
-  }
-
-  // Update a task state
-  {
-    for (const auto &[k, v] : tasks)
-      logger.updateTaskState(runID, k, RunState::RUNNING);
-    auto dagRun = logger.getDAGRun(runID);
-    for (const auto &[k, v] : tasks) {
-      REQUIRE(dagRun.taskRunStates.at(k) == +RunState::RUNNING);
-    }
-  }
-
-  return runID;
-}
+}  // namespace
 
 TEST_CASE("ostream_logger", "[ostream_logger]")
 {
   std::stringstream ss;
   daggy::loggers::dag_run::OStreamLogger logger(ss);
 
-  SECTION("DAGRun Starts")
-  {
-    testDAGRunInit(logger, "init_test", SAMPLE_TASKS);
-  }
+  testDAGRunInit(logger, "init_test", SAMPLE_TASKS);
 }
+
+#ifdef DAGGY_ENABLE_REDIS
+TEST_CASE("redis_logger", "[redis_logger]")
+{
+  daggy::loggers::dag_run::RedisLogger logger;
+
+  testDAGRunInit(logger, "init_test", SAMPLE_TASKS);
+}
+#endif
diff --git a/tests/unit_dagrunner.cpp b/tests/unit_dagrunner.cpp
index b5d7b8a..b3eedc0 100644
--- a/tests/unit_dagrunner.cpp
+++ b/tests/unit_dagrunner.cpp
@@ -6,6 +6,7 @@
 #include "daggy/executors/task/ForkingTaskExecutor.hpp"
 #include "daggy/executors/task/NoopTaskExecutor.hpp"
 #include "daggy/loggers/dag_run/OStreamLogger.hpp"
+#include "daggy/loggers/dag_run/RedisLogger.hpp"
 
 namespace fs = std::filesystem;
 
diff --git a/tests/unit_executor_forkingexecutor.cpp b/tests/unit_executor_forkingexecutor.cpp
index 7aa7f0a..9738d3a 100644
--- a/tests/unit_executor_forkingexecutor.cpp
+++ b/tests/unit_executor_forkingexecutor.cpp
@@ -79,8 +79,7 @@ TEST_CASE("forking_executor", "[forking_executor]")
     REQUIRE(rec.outputLog.find(valTwo) != std::string::npos);
     REQUIRE(rec.errorLog.empty());
 
-    if (fs::exists(scriptFile))
-      fs::remove_all(scriptFile);
+    // if (fs::exists(scriptFile)) fs::remove_all(scriptFile);
   }
 
   SECTION("Error Run")