diff --git a/Makefile b/Makefile
index 0577c55..ea28121 100644
--- a/Makefile
+++ b/Makefile
@@ -17,7 +17,7 @@ build_cpp:
 
 build_borded_cpp:
 	@echo "Compiling Borded C++ version of isspam."
-	@g++ -std=c++23 -Ofast borded_cpp/src/main.cpp -o borded_cpp_exec
+	@g++ -std=c++23 -Ofast borded_cpp/src/main3.cpp -o borded_cpp_exec -ltbb
 
 build_risspam:
 	@echo "Compiling 12bitfloat_risspam project."
diff --git a/bench.py b/bench.py
index 64ca6fb..c32749e 100644
--- a/bench.py
+++ b/bench.py
@@ -3,12 +3,12 @@ import time
 
 print("***benchmarking***")
 time_start = time.time()
-subprocess.check_output('./isspam books/*.txt', shell=True)
-print("Time C:",time.time() - time_start)
-time_start = time.time()
 subprocess.check_output('./risspam -p books/*.txt', shell=True)
 print("Time Rust:",time.time() - time_start)
 time_start = time.time()
+subprocess.check_output('./isspam books/*.txt', shell=True)
+print("Time C:",time.time() - time_start)
+time_start = time.time()
 subprocess.check_output('./isspam_cpp books/*.txt', shell=True)
 print("Time CPP:",time.time() - time_start)
 time_start = time.time()
diff --git a/borded_cpp/CMakeLists.txt b/borded_cpp/CMakeLists.txt
index b5c4c72..0e5916a 100644
--- a/borded_cpp/CMakeLists.txt
+++ b/borded_cpp/CMakeLists.txt
@@ -15,7 +15,13 @@ else ()
     add_compile_options(-Wall)
     add_compile_options(-Wextra)
     add_compile_options(-Wpedantic)
-    add_compile_options(-Werror)
+#    add_compile_options(-Werror)
 endif ()
 
-add_executable(${PROJECT_NAME} src/main.cpp)
\ No newline at end of file
+add_executable(${PROJECT_NAME} src/main.cpp)
+add_executable(${PROJECT_NAME}3 src/main3.cpp)
+
+if (LINUX)
+    target_link_libraries(${PROJECT_NAME} tbb)
+    target_link_libraries(${PROJECT_NAME}3 tbb)
+endif ()
\ No newline at end of file
diff --git a/borded_cpp/src/main3.cpp b/borded_cpp/src/main3.cpp
new file mode 100644
index 0000000..c379833
--- /dev/null
+++ b/borded_cpp/src/main3.cpp
@@ -0,0 +1,576 @@
+#include <string>
+#include <string_view>
+#include <fstream>
+#include <algorithm>
+#include <iostream>
+#include <execution>
+#include <format>
+#include <cstdio>
+#include <fcntl.h>
+#include <sys/types.h>
+#include <sys/stat.h>
+#include <aio.h>
+#include <condition_variable>
+#include <unordered_set>
+#include <sys/signal.h>
+
+#ifdef __cpp_lib_print
+#include <print>
+#else
+namespace std {
+template <typename T, typename... Args>
+inline void print(T format, Args &&... args) {
+    auto f = std::vformat(format, std::make_format_args(args...));
+    std::cout << f;
+}
+
+template <typename T, typename... Args>
+inline void println(T format, Args &&... args) {
+    auto f = std::vformat(format, std::make_format_args(args...));
+    std::cout << f << std::endl;
+}
+}
+#endif
+
+constexpr std::array<std::string_view, 35> BAD_WORDS = {
+    "recovery",
+    "techie",
+    "http",
+    "https",
+    "digital",
+    "hack",
+    "::",
+    "//",
+    "com",
+    "@",
+    "crypto",
+    "bitcoin",
+    "wallet",
+    "hacker",
+    "welcome",
+    "whatsapp",
+    "email",
+    "cryptocurrency",
+    "stolen",
+    "freeze",
+    "quick",
+    "crucial",
+    "tracing",
+    "scammers",
+    "expers",
+    "hire",
+    "century",
+    "transaction",
+    "essential",
+    "managing",
+    "contact",
+    "contacting",
+    "understanding",
+    "assets",
+    "funds",
+};
+const std::unordered_set<std::string_view> BAD_WORDS_SET(BAD_WORDS.begin(), BAD_WORDS.end());
+static constexpr unsigned int crc_table[256] = {
+    0x00000000,
+    0x77073096,
+    0xee0e612c,
+    0x990951ba,
+    0x076dc419,
+    0x706af48f,
+    0xe963a535,
+    0x9e6495a3,
+    0x0edb8832,
+    0x79dcb8a4,
+    0xe0d5e91e,
+    0x97d2d988,
+    0x09b64c2b,
+    0x7eb17cbd,
+    0xe7b82d07,
+    0x90bf1d91,
+    0x1db71064,
+    0x6ab020f2,
+    0xf3b97148,
+    0x84be41de,
+    0x1adad47d,
+    0x6ddde4eb,
+    0xf4d4b551,
+    0x83d385c7,
+    0x136c9856,
+    0x646ba8c0,
+    0xfd62f97a,
+    0x8a65c9ec,
+    0x14015c4f,
+    0x63066cd9,
+    0xfa0f3d63,
+    0x8d080df5,
+    0x3b6e20c8,
+    0x4c69105e,
+    0xd56041e4,
+    0xa2677172,
+    0x3c03e4d1,
+    0x4b04d447,
+    0xd20d85fd,
+    0xa50ab56b,
+    0x35b5a8fa,
+    0x42b2986c,
+    0xdbbbc9d6,
+    0xacbcf940,
+    0x32d86ce3,
+    0x45df5c75,
+    0xdcd60dcf,
+    0xabd13d59,
+    0x26d930ac,
+    0x51de003a,
+    0xc8d75180,
+    0xbfd06116,
+    0x21b4f4b5,
+    0x56b3c423,
+    0xcfba9599,
+    0xb8bda50f,
+    0x2802b89e,
+    0x5f058808,
+    0xc60cd9b2,
+    0xb10be924,
+    0x2f6f7c87,
+    0x58684c11,
+    0xc1611dab,
+    0xb6662d3d,
+    0x76dc4190,
+    0x01db7106,
+    0x98d220bc,
+    0xefd5102a,
+    0x71b18589,
+    0x06b6b51f,
+    0x9fbfe4a5,
+    0xe8b8d433,
+    0x7807c9a2,
+    0x0f00f934,
+    0x9609a88e,
+    0xe10e9818,
+    0x7f6a0dbb,
+    0x086d3d2d,
+    0x91646c97,
+    0xe6635c01,
+    0x6b6b51f4,
+    0x1c6c6162,
+    0x856530d8,
+    0xf262004e,
+    0x6c0695ed,
+    0x1b01a57b,
+    0x8208f4c1,
+    0xf50fc457,
+    0x65b0d9c6,
+    0x12b7e950,
+    0x8bbeb8ea,
+    0xfcb9887c,
+    0x62dd1ddf,
+    0x15da2d49,
+    0x8cd37cf3,
+    0xfbd44c65,
+    0x4db26158,
+    0x3ab551ce,
+    0xa3bc0074,
+    0xd4bb30e2,
+    0x4adfa541,
+    0x3dd895d7,
+    0xa4d1c46d,
+    0xd3d6f4fb,
+    0x4369e96a,
+    0x346ed9fc,
+    0xad678846,
+    0xda60b8d0,
+    0x44042d73,
+    0x33031de5,
+    0xaa0a4c5f,
+    0xdd0d7cc9,
+    0x5005713c,
+    0x270241aa,
+    0xbe0b1010,
+    0xc90c2086,
+    0x5768b525,
+    0x206f85b3,
+    0xb966d409,
+    0xce61e49f,
+    0x5edef90e,
+    0x29d9c998,
+    0xb0d09822,
+    0xc7d7a8b4,
+    0x59b33d17,
+    0x2eb40d81,
+    0xb7bd5c3b,
+    0xc0ba6cad,
+    0xedb88320,
+    0x9abfb3b6,
+    0x03b6e20c,
+    0x74b1d29a,
+    0xead54739,
+    0x9dd277af,
+    0x04db2615,
+    0x73dc1683,
+    0xe3630b12,
+    0x94643b84,
+    0x0d6d6a3e,
+    0x7a6a5aa8,
+    0xe40ecf0b,
+    0x9309ff9d,
+    0x0a00ae27,
+    0x7d079eb1,
+    0xf00f9344,
+    0x8708a3d2,
+    0x1e01f268,
+    0x6906c2fe,
+    0xf762575d,
+    0x806567cb,
+    0x196c3671,
+    0x6e6b06e7,
+    0xfed41b76,
+    0x89d32be0,
+    0x10da7a5a,
+    0x67dd4acc,
+    0xf9b9df6f,
+    0x8ebeeff9,
+    0x17b7be43,
+    0x60b08ed5,
+    0xd6d6a3e8,
+    0xa1d1937e,
+    0x38d8c2c4,
+    0x4fdff252,
+    0xd1bb67f1,
+    0xa6bc5767,
+    0x3fb506dd,
+    0x48b2364b,
+    0xd80d2bda,
+    0xaf0a1b4c,
+    0x36034af6,
+    0x41047a60,
+    0xdf60efc3,
+    0xa867df55,
+    0x316e8eef,
+    0x4669be79,
+    0xcb61b38c,
+    0xbc66831a,
+    0x256fd2a0,
+    0x5268e236,
+    0xcc0c7795,
+    0xbb0b4703,
+    0x220216b9,
+    0x5505262f,
+    0xc5ba3bbe,
+    0xb2bd0b28,
+    0x2bb45a92,
+    0x5cb36a04,
+    0xc2d7ffa7,
+    0xb5d0cf31,
+    0x2cd99e8b,
+    0x5bdeae1d,
+    0x9b64c2b0,
+    0xec63f226,
+    0x756aa39c,
+    0x026d930a,
+    0x9c0906a9,
+    0xeb0e363f,
+    0x72076785,
+    0x05005713,
+    0x95bf4a82,
+    0xe2b87a14,
+    0x7bb12bae,
+    0x0cb61b38,
+    0x92d28e9b,
+    0xe5d5be0d,
+    0x7cdcefb7,
+    0x0bdbdf21,
+    0x86d3d2d4,
+    0xf1d4e242,
+    0x68ddb3f8,
+    0x1fda836e,
+    0x81be16cd,
+    0xf6b9265b,
+    0x6fb077e1,
+    0x18b74777,
+    0x88085ae6,
+    0xff0f6a70,
+    0x66063bca,
+    0x11010b5c,
+    0x8f659eff,
+    0xf862ae69,
+    0x616bffd3,
+    0x166ccf45,
+    0xa00ae278,
+    0xd70dd2ee,
+    0x4e048354,
+    0x3903b3c2,
+    0xa7672661,
+    0xd06016f7,
+    0x4969474d,
+    0x3e6e77db,
+    0xaed16a4a,
+    0xd9d65adc,
+    0x40df0b66,
+    0x37d83bf0,
+    0xa9bcae53,
+    0xdebb9ec5,
+    0x47b2cf7f,
+    0x30b5ffe9,
+    0xbdbdf21c,
+    0xcabac28a,
+    0x53b39330,
+    0x24b4a3a6,
+    0xbad03605,
+    0xcdd70693,
+    0x54de5729,
+    0x23d967bf,
+    0xb3667a2e,
+    0xc4614ab8,
+    0x5d681b02,
+    0x2a6f2b94,
+    0xb40bbe37,
+    0xc30c8ea1,
+    0x5a05df1b,
+    0x2d02ef8d
+};
+
+constexpr uint32_t crc32(std::string_view str) {
+    uint32_t crc = 0xffffffff;
+    for (auto c : str)
+        crc = (crc >> 8) ^ crc_table[(crc ^ c) & 0xff];
+    return crc ^ 0xffffffff;
+}
+
+constexpr uint32_t crc32(char const *str, const size_t size) {
+    uint32_t crc = 0xffffffff;
+    for (size_t i = 0; i < size; ++i)
+        crc = (crc >> 8) ^ crc_table[(crc ^ str[i]) & 0xff];
+    return crc ^ 0xffffffff;
+}
+
+constexpr std::array<uint32_t, 35> BAD_WORDS_HASH = {
+    crc32("recovery"),
+    crc32("techie"),
+    crc32("http"),
+    crc32("https"),
+    crc32("digital"),
+    crc32("hack"),
+    crc32("::"),
+    crc32("//"),
+    crc32("com"),
+    crc32("@"),
+    crc32("crypto"),
+    crc32("bitcoin"),
+    crc32("wallet"),
+    crc32("hacker"),
+    crc32("welcome"),
+    crc32("whatsapp"),
+    crc32("email"),
+    crc32("cryptocurrency"),
+    crc32("stolen"),
+    crc32("freeze"),
+    crc32("quick"),
+    crc32("crucial"),
+    crc32("tracing"),
+    crc32("scammers"),
+    crc32("expers"),
+    crc32("hire"),
+    crc32("century"),
+    crc32("transaction"),
+    crc32("essential"),
+    crc32("managing"),
+    crc32("contact"),
+    crc32("contacting"),
+    crc32("understanding"),
+    crc32("assets"),
+    crc32("funds")
+};
+const std::unordered_set BAD_WORDS_STR(BAD_WORDS.begin(), BAD_WORDS.end());
+
+constexpr auto SHORTEST_BAD_WORD = std::ranges::fold_left(BAD_WORDS, std::numeric_limits<std::size_t>::max(),
+                                                          [](std::size_t current, const std::string_view &word) {
+                                                              return std::min(current, word.size());
+                                                          }
+    );
+constexpr auto LONGEST_BAD_WORD = std::ranges::fold_left(BAD_WORDS, std::numeric_limits<std::size_t>::min(),
+                                                         [](std::size_t current, const std::string_view &word) {
+                                                             return std::max(current, word.size());
+                                                         }
+    );
+
+int totalWordCount = 0;
+int totalCapitalizedCount = 0;
+int totalSentenceCount = 0;
+int totalNumberCount = 0;
+int totalForbiddenCount = 0;
+int fileCount = 1;
+
+int failCount = 0;
+
+
+int done = 0;
+
+
+struct info {
+    std::string_view name;
+    aiocb *cb;
+    const std::chrono::time_point<std::chrono::steady_clock> start = std::chrono::steady_clock::now();
+};
+
+constexpr void check_word_simple(const char *word, const ssize_t size) {
+    if (size < SHORTEST_BAD_WORD || size > LONGEST_BAD_WORD) {
+        return;
+    }
+    // if (BAD_WORDS_SET.contains(word)) {
+    //     totalForbiddenCount++;
+    // }
+
+    const auto hs = crc32(word, size);
+
+    for (int i = 0; i < BAD_WORDS_HASH.size(); ++i) {
+        if (BAD_WORDS_HASH[i] == hs) {
+            totalForbiddenCount++;
+            return;
+        }
+    }
+}
+
+void read_str(char *str, ssize_t size) {
+    int mark = -1;
+
+    int fileWords = 0;
+    for (int pos = 0; pos <= size; ++pos) {
+        char *c = str + pos;
+
+        if (*c == '.') {
+            totalSentenceCount++;
+        }
+
+        if (*c == ' ' || *c == '\n' || *c == '\r' || *c == '\t') {
+            if (mark != -1) {
+                check_word_simple(str + mark, pos - mark);
+                mark = -1;
+            }
+        } else if (mark == -1) {
+            ++fileWords;
+            if (*c >= 'A' && *c <= 'Z') {
+                totalCapitalizedCount++;
+            }
+
+            mark = pos;
+        } else if (*c >= '0' && *c <= '9') {
+            totalNumberCount++;
+            for (; pos <= size; ++pos) {
+                c = str + pos;
+                if (*c == '.') {
+                    totalSentenceCount++;
+                }
+                if (*c == ' ' || *c == '\n' || *c == '\r' || *c == '\t') {
+                    break;
+                }
+            }
+            mark = -1;
+        }
+
+    }
+
+    if (mark != -1) {
+        check_word_simple(str + mark, size - mark);
+    }
+
+    totalWordCount += fileWords;
+}
+
+
+void aio_completion_handler(sigval_t sigval) {
+
+        fileCount++;
+        info *data = (info *)sigval.sival_ptr;
+        auto req = data->cb;
+        // auto req = (struct aiocb *)sigval.sival_ptr;
+        /* Did the request complete? */
+        auto error = aio_error(req);
+        if (error == 0) {
+
+            /* Request completed successfully, get the return status */
+            // const auto start{std::chrono::steady_clock::now()};
+            // const std::chrono::duration<double> start_seconds{start - (data->start)};
+            // std::println("File started {} in {}", data->name, start_seconds.count());
+            read_str((char *)req->aio_buf, aio_return(req));
+            // const auto finish{std::chrono::steady_clock::now()};
+            // const std::chrono::duration<double> elapsed_seconds{finish - (data->start)};
+            // std::println("File read {} in {}", data->name, elapsed_seconds.count());
+        } else {
+            std::println("Error at aio_error ({}): ", error);
+            failCount++;
+        }
+        --done;
+
+}
+
+int main(const int argc, char *argv[]) {
+    if (argc < 2) {
+        std::println("Usage: {} <file1> <file2> ... <fileN>", argv[0]);
+        return 1;
+    }
+
+    done = argc - 1;
+
+    // lio_listio
+    auto aiocb_list = (struct aiocb *)malloc(sizeof(struct aiocb) * (argc - 1));
+    auto aiocb_list_ptr = (struct aiocb **)malloc(sizeof(struct aiocb *) * (argc - 1));
+
+    // char *memchnk = (char *)malloc(5 * 1024 * 1024 * (argc - 1));
+
+    for (std::size_t i = 0; i < argc - 1; i++) {
+        aiocb_list[i].aio_fildes = open(argv[i + 1], O_RDONLY);
+        aiocb_list[i].aio_offset = 0;
+        // 5mb
+        aiocb_list[i].aio_buf = malloc(5 * 1024 * 1024);
+        aiocb_list[i].aio_nbytes = (5 * 1024 * 1024);;
+
+        aiocb_list[i].aio_sigevent.sigev_notify = SIGEV_THREAD;
+        aiocb_list[i].aio_sigevent.sigev_notify_function = aio_completion_handler;
+        aiocb_list[i].aio_sigevent.sigev_notify_attributes = nullptr;
+        // aiocb_list[i].aio_sigevent.sigev_value.sival_ptr = &aiocb_list[i];
+        aiocb_list[i].aio_sigevent.sigev_value.sival_ptr = new info{
+            argv[i + 1],
+            &aiocb_list[i]};
+
+        // aiocb_list[i].aio_reqprio = SIGRTMIN;
+
+        aiocb_list_ptr[i] = &aiocb_list[i];
+    }
+
+    lio_listio(LIO_WAIT, aiocb_list_ptr, argc - 1, nullptr);
+
+    while (done > 0) {
+        std::this_thread::sleep_for(std::chrono::milliseconds(1));
+    }
+
+    std::println("Done reading files, {} done", done);
+
+    double capitalizedPercentage = (totalWordCount > 0)
+                                       ? static_cast<double>(totalCapitalizedCount) / totalWordCount * 100.0
+                                       : 0;
+    double forbiddenPercentage = (totalWordCount > 0)
+                                     ? static_cast<double>(totalForbiddenCount) / totalWordCount * 100.0
+                                     : 0;
+    double wordCountPerSentence = (totalSentenceCount > 0)
+                                      ? static_cast<double>(totalWordCount) / totalSentenceCount
+                                      : 0;
+
+    std::println(
+        "Word Count: {}\nCapitalized Count: {}\nSentence Count: {}\nNumber Count: {}\nForbidden Count: {}\nFile Count: {}\nFail Count: {}\nCapitalized Percentage: {}%\nForbidden Percentage: {}%\nWord Count Per Sentence: {}",
+        totalWordCount, totalCapitalizedCount, totalSentenceCount, totalNumberCount, totalForbiddenCount, fileCount, failCount,
+        capitalizedPercentage, forbiddenPercentage, wordCountPerSentence
+        );
+
+    for (std::size_t i = 0; i < argc - 1; i++) {
+        close(aiocb_list[i].aio_fildes);
+        free((void *)aiocb_list[i].aio_buf);
+    }
+
+    free(aiocb_list);
+    free(aiocb_list_ptr);
+    // free(memchnk);
+
+    if (failCount > 0) {
+        return 1;
+    }
+}