diff --git a/.github/workflows/devsecops-pipeline.yml b/.github/workflows/devsecops-pipeline.yml
index 6d0418c..95eb2cb 100644
--- a/.github/workflows/devsecops-pipeline.yml
+++ b/.github/workflows/devsecops-pipeline.yml
@@ -4,6 +4,7 @@ on:
   push:
     branches:
       - main
+
   pull_request:
     branches:
       - main
@@ -12,19 +13,59 @@ jobs:
   security-checks:
     runs-on: ubuntu-latest
 
+    permissions:
+      contents: read
+      security-events: write
+
     steps:
-    - name: Checkout Code
-      uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd
+      - name: Checkout Code
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd
+
+      - name: Set up Python
+        uses: actions/setup-python@28f2168f4d98ee0445e3c6321f6e6616c83dd5ec
+        with:
+          python-version: '3.13'
+
+      - name: Install Dependencies
+        run: |
+          pip install --require-hashes --only-binary :all: -r requirements.txt
+
+      # -------------------------
+      # Bandit (Python SAST)
+      # -------------------------
+      - name: Run Bandit
+        run: |
+          bandit -r .
 
-    - name: Set up Python
-      uses: actions/setup-python@v6
-      with:
-        python-version: '3.x'
+      # -------------------------
+      # pip-audit (Dependency Audit)
+      # -------------------------
+      - name: Run pip-audit
+        run: |
+          pip-audit
 
-    - name: Install Dependencies
-      run: |
-        python -m pip install pip==26.1.1
-        pip install --require-hashes --only-binary :all: -r requirements.txt
+      # -------------------------
+      # Ruff (Modern Linting)
+      # -------------------------
+      - name: Run Ruff
+        run: |
+          ruff check .
 
-    - name: Run DevSecOps Pipeline
-      run: python devsecops_pipeline.py
+      # -------------------------
+      # Trivy IaC Scan
+      # -------------------------
+      - name: Run Trivy IaC Scan
+        uses: aquasecurity/trivy-action@ed142fd0673e97e23eac54620cfb913e5ce36c25
+        with:
+          scan-type: 'config'
+          scan-ref: '.'
+    
+      # -------------------------
+      # TruffleHog Secret Scan
+      # -------------------------
+      - name: TruffleHog Secret Scan
+        uses: trufflesecurity/trufflehog@37b77001d0174ebec2fcca2bd83ff83a6d45a3ab
+        with:
+          path: ./
+          base: main
+          head: HEAD
diff --git a/devsecops_pipeline.py b/devsecops_pipeline.py
index d12a21c..7a2a0bd 100644
--- a/devsecops_pipeline.py
+++ b/devsecops_pipeline.py
@@ -1,64 +1,34 @@
-import os
 import subprocess
 import sys
 
-# Helper function to run shell commands
-def run_command(command, cwd=None):
-    result = subprocess.run(command, shell=True, cwd=cwd, text=True, capture_output=True)
+def run_command(command):
+    result = subprocess.run(
+        command,
+        shell=True,
+        text=True,
+        capture_output=True
+    )
+
     if result.returncode != 0:
-        print(f"Error: Command '{command}' failed with exit code {result.returncode}")
+        print(f"FAILED: {command}")
         print(result.stdout)
         print(result.stderr)
         sys.exit(result.returncode)
-    return result.stdout
-
-# Static Code Analysis (using Bandit)
-def run_bandit(path):
-    print("Running Bandit for static code analysis...")
-    run_command(f"bandit -r {path}")
-
-# Dependency Checking (using Safety)
-def run_safety():
-    print("Running Safety for dependency checking...")
-    run_command("safety check --full-report")
 
-# Secret Scanning (using TruffleHog)
-def run_trufflehog(path):
-    print("Running TruffleHog for secret scanning...")
-    run_command(f"trufflehog {path}")
+    print(result.stdout)
 
-# Infrastructure as Code Scanning (using Terraform and Snyk)
-def run_terraform_scan(path):
-    print("Running Snyk for Terraform IaC scanning...")
-    run_command(f"snyk iac test {path}")
-
-# Code Coverage and Linting (using Pylint)
-def run_pylint(path):
-    print("Running Pylint for code linting...")
-    run_command(f"pylint {path}")
-
-# Main function to orchestrate the DevSecOps pipeline
 def main():
-    project_path = os.getcwd()
+    print("Running Bandit...")
+    run_command("bandit -r .")
+
+    print("Running pip-audit...")
+    run_command("pip-audit")
 
-    # Static Analysis
-    run_bandit(project_path)
-    
-    # Dependency Checking
-    run_safety()
-    
-    # Secret Scanning
-    run_trufflehog(project_path)
-    
-    # Terraform IaC Scanning
-    terraform_path = os.path.join(project_path, 'terraform')
-    if os.path.exists(terraform_path):
-        run_terraform_scan(terraform_path)
-    
-    # Linting
-    run_pylint(project_path)
+    print("Running Ruff...")
+    run_command("ruff check .")
 
     print("DevSecOps pipeline completed successfully!")
 
 if __name__ == "__main__":
     main()
+    
\ No newline at end of file
diff --git a/requirements.in b/requirements.in
index 13ec6f6..bd6ae12 100644
--- a/requirements.in
+++ b/requirements.in
@@ -1,4 +1,6 @@
 bandit
+ruff
+pip-audit
 safety
-trufflehog
-pylint
\ No newline at end of file
+trufflehog3
+pylint
diff --git a/requirements.txt b/requirements.txt
index 47e77f5..e8e4c63 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,123 +4,24 @@
 #
 #    pip-compile --generate-hashes requirements.in
 #
-annotated-doc==0.0.4 \
-    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
-    --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
-    # via typer
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
-    # via pydantic
-anyio==4.13.0 \
-    --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708 \
-    --hash=sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc
-    # via httpx
-astroid==4.0.4 \
-    --hash=sha256:52f39653876c7dec3e3afd4c2696920e05c83832b9737afc21928f2d2eb7a753 \
-    --hash=sha256:986fed8bcf79fb82c78b18a53352a0b287a73817d6dbcfba3162da36667c49a0
-    # via pylint
-authlib==1.7.2 \
-    --hash=sha256:2cea25fefcd4e7173bdf1372c0afc265c8034b23a8cd5dcb6a9164b826c64231 \
-    --hash=sha256:3e1faedc9d87e7d56a164eca3ccb6ace0d61b94abe83e92242f8dc8bba9b4a9f
-    # via safety
 bandit==1.9.4 \
     --hash=sha256:b589e5de2afe70bd4d53fa0c1da6199f4085af666fde00e8a034f152a52cd628 \
     --hash=sha256:f89ffa663767f5a0585ea075f01020207e966a9c0f2b9ef56a57c7963a3f6f8e
     # via -r requirements.in
+boolean-py==5.0 \
+    --hash=sha256:60cbc4bad079753721d32649545505362c754e121570ada4658b852a3a318d95 \
+    --hash=sha256:ef28a70bd43115208441b53a045d1549e2f0ec6e3d08a9d142cbc41c1938e8d9
+    # via license-expression
+cachecontrol[filecache]==0.14.4 \
+    --hash=sha256:b7ac014ff72ee199b5f8af1de29d60239954f223e948196fa3d84adaffc71d2b \
+    --hash=sha256:e6220afafa4c22a47dd0badb319f84475d79108100d04e26e8542ef7d3ab05a1
+    # via
+    #   cachecontrol
+    #   pip-audit
 certifi==2026.4.22 \
     --hash=sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a \
     --hash=sha256:8d455352a37b71bf76a79caa83a3d6c25afee4a385d632127b6afb3963f1c580
-    # via
-    #   httpcore
-    #   httpx
-    #   requests
-cffi==2.0.0 \
-    --hash=sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb \
-    --hash=sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b \
-    --hash=sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f \
-    --hash=sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9 \
-    --hash=sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44 \
-    --hash=sha256:0f6084a0ea23d05d20c3edcda20c3d006f9b6f3fefeac38f59262e10cef47ee2 \
-    --hash=sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c \
-    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75 \
-    --hash=sha256:1cd13c99ce269b3ed80b417dcd591415d3372bcac067009b6e0f59c7d4015e65 \
-    --hash=sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e \
-    --hash=sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a \
-    --hash=sha256:1fc9ea04857caf665289b7a75923f2c6ed559b8298a1b8c49e59f7dd95c8481e \
-    --hash=sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25 \
-    --hash=sha256:2081580ebb843f759b9f617314a24ed5738c51d2aee65d31e02f6f7a2b97707a \
-    --hash=sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe \
-    --hash=sha256:24b6f81f1983e6df8db3adc38562c83f7d4a0c36162885ec7f7b77c7dcbec97b \
-    --hash=sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91 \
-    --hash=sha256:28a3a209b96630bca57cce802da70c266eb08c6e97e5afd61a75611ee6c64592 \
-    --hash=sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187 \
-    --hash=sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c \
-    --hash=sha256:38100abb9d1b1435bc4cc340bb4489635dc2f0da7456590877030c9b3d40b0c1 \
-    --hash=sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94 \
-    --hash=sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba \
-    --hash=sha256:3e837e369566884707ddaf85fc1744b47575005c0a229de3327f8f9a20f4efeb \
-    --hash=sha256:3f4d46d8b35698056ec29bca21546e1551a205058ae1a181d871e278b0b28165 \
-    --hash=sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529 \
-    --hash=sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca \
-    --hash=sha256:4647afc2f90d1ddd33441e5b0e85b16b12ddec4fca55f0d9671fef036ecca27c \
-    --hash=sha256:4671d9dd5ec934cb9a73e7ee9676f9362aba54f7f34910956b84d727b0d73fb6 \
-    --hash=sha256:53f77cbe57044e88bbd5ed26ac1d0514d2acf0591dd6bb02a3ae37f76811b80c \
-    --hash=sha256:5eda85d6d1879e692d546a078b44251cdd08dd1cfb98dfb77b670c97cee49ea0 \
-    --hash=sha256:5fed36fccc0612a53f1d4d9a816b50a36702c28a2aa880cb8a122b3466638743 \
-    --hash=sha256:61d028e90346df14fedc3d1e5441df818d095f3b87d286825dfcbd6459b7ef63 \
-    --hash=sha256:66f011380d0e49ed280c789fbd08ff0d40968ee7b665575489afa95c98196ab5 \
-    --hash=sha256:6824f87845e3396029f3820c206e459ccc91760e8fa24422f8b0c3d1731cbec5 \
-    --hash=sha256:6c6c373cfc5c83a975506110d17457138c8c63016b563cc9ed6e056a82f13ce4 \
-    --hash=sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d \
-    --hash=sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b \
-    --hash=sha256:730cacb21e1bdff3ce90babf007d0a0917cc3e6492f336c2f0134101e0944f93 \
-    --hash=sha256:737fe7d37e1a1bffe70bd5754ea763a62a066dc5913ca57e957824b72a85e205 \
-    --hash=sha256:74a03b9698e198d47562765773b4a8309919089150a0bb17d829ad7b44b60d27 \
-    --hash=sha256:7553fb2090d71822f02c629afe6042c299edf91ba1bf94951165613553984512 \
-    --hash=sha256:7a66c7204d8869299919db4d5069a82f1561581af12b11b3c9f48c584eb8743d \
-    --hash=sha256:7cc09976e8b56f8cebd752f7113ad07752461f48a58cbba644139015ac24954c \
-    --hash=sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037 \
-    --hash=sha256:8941aaadaf67246224cee8c3803777eed332a19d909b47e29c9842ef1e79ac26 \
-    --hash=sha256:89472c9762729b5ae1ad974b777416bfda4ac5642423fa93bd57a09204712322 \
-    --hash=sha256:8ea985900c5c95ce9db1745f7933eeef5d314f0565b27625d9a10ec9881e1bfb \
-    --hash=sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c \
-    --hash=sha256:92b68146a71df78564e4ef48af17551a5ddd142e5190cdf2c5624d0c3ff5b2e8 \
-    --hash=sha256:9332088d75dc3241c702d852d4671613136d90fa6881da7d770a483fd05248b4 \
-    --hash=sha256:94698a9c5f91f9d138526b48fe26a199609544591f859c870d477351dc7b2414 \
-    --hash=sha256:9a67fc9e8eb39039280526379fb3a70023d77caec1852002b4da7e8b270c4dd9 \
-    --hash=sha256:9de40a7b0323d889cf8d23d1ef214f565ab154443c42737dfe52ff82cf857664 \
-    --hash=sha256:a05d0c237b3349096d3981b727493e22147f934b20f6f125a3eba8f994bec4a9 \
-    --hash=sha256:afb8db5439b81cf9c9d0c80404b60c3cc9c3add93e114dcae767f1477cb53775 \
-    --hash=sha256:b18a3ed7d5b3bd8d9ef7a8cb226502c6bf8308df1525e1cc676c3680e7176739 \
-    --hash=sha256:b1e74d11748e7e98e2f426ab176d4ed720a64412b6a15054378afdb71e0f37dc \
-    --hash=sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062 \
-    --hash=sha256:b4c854ef3adc177950a8dfc81a86f5115d2abd545751a304c5bcf2c2c7283cfe \
-    --hash=sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9 \
-    --hash=sha256:baf5215e0ab74c16e2dd324e8ec067ef59e41125d3eade2b863d294fd5035c92 \
-    --hash=sha256:c649e3a33450ec82378822b3dad03cc228b8f5963c0c12fc3b1e0ab940f768a5 \
-    --hash=sha256:c654de545946e0db659b3400168c9ad31b5d29593291482c43e3564effbcee13 \
-    --hash=sha256:c6638687455baf640e37344fe26d37c404db8b80d037c3d29f58fe8d1c3b194d \
-    --hash=sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26 \
-    --hash=sha256:cb527a79772e5ef98fb1d700678fe031e353e765d1ca2d409c92263c6d43e09f \
-    --hash=sha256:cf364028c016c03078a23b503f02058f1814320a56ad535686f90565636a9495 \
-    --hash=sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b \
-    --hash=sha256:d68b6cef7827e8641e8ef16f4494edda8b36104d79773a334beaa1e3521430f6 \
-    --hash=sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c \
-    --hash=sha256:d9b97165e8aed9272a6bb17c01e3cc5871a594a446ebedc996e2397a1c1ea8ef \
-    --hash=sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5 \
-    --hash=sha256:da902562c3e9c550df360bfa53c035b2f241fed6d9aef119048073680ace4a18 \
-    --hash=sha256:dbd5c7a25a7cb98f5ca55d258b103a2054f859a46ae11aaf23134f9cc0d356ad \
-    --hash=sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3 \
-    --hash=sha256:de8dad4425a6ca6e4e5e297b27b5c824ecc7581910bf9aee86cb6835e6812aa7 \
-    --hash=sha256:e11e82b744887154b182fd3e7e8512418446501191994dbf9c9fc1f32cc8efd5 \
-    --hash=sha256:e6e73b9e02893c764e7e8d5bb5ce277f1a009cd5243f8228f75f842bf937c534 \
-    --hash=sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49 \
-    --hash=sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2 \
-    --hash=sha256:fc33c5141b55ed366cfaad382df24fe7dcbc686de5be719b207bb248e3053dc5 \
-    --hash=sha256:fc7de24befaeae77ba923797c7c87834c73648a05a4bde34b3b7e5588973a453 \
-    --hash=sha256:fe562eb1a64e67dd297ccc4f5addea2501664954f2692b69a76449ec7913ecbf
-    # via cryptography
+    # via requests
 charset-normalizer==3.4.7 \
     --hash=sha256:007d05ec7321d12a40227aae9e2bc6dca73f3cb21058999a1df9e193555a9dcc \
     --hash=sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c \
@@ -252,76 +153,14 @@ charset-normalizer==3.4.7 \
     --hash=sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79 \
     --hash=sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464
     # via requests
-click==8.3.3 \
-    --hash=sha256:398329ad4837b2ff7cbe1dd166a4c0f8900c3ca3a218de04466f38f6497f18a2 \
-    --hash=sha256:a2bf429bb3033c89fa4936ffb35d5cb471e3719e1f3c8a7c3fff0b8314305613
-    # via
-    #   nltk
-    #   safety
-    #   typer
-cryptography==48.0.0 \
-    --hash=sha256:0890f502ddf7d9c6426129c3f49f5c0a39278ed7cd6322c8755ffca6ee675a13 \
-    --hash=sha256:0c558d2cdffd8f4bbb30fc7134c74d2ca9a476f830bb053074498fbc86f41ed6 \
-    --hash=sha256:16cd65b9330583e4619939b3a3843eec1e6e789744bb01e7c7e2e62e33c239c8 \
-    --hash=sha256:18349bbc56f4743c8b12dc32e2bccb2cf83ee8b69a3bba74ef8ae857e26b3d25 \
-    --hash=sha256:1e2d54c8be6152856a36f0882ab231e70f8ec7f14e93cf87db8a2ed056bf160c \
-    --hash=sha256:22a5cb272895dce158b2cacdfdc3debd299019659f42947dbdac6f32d68fe832 \
-    --hash=sha256:27241b1dc9962e056062a8eef1991d02c3a24569c95975bd2322a8a52c6e5e12 \
-    --hash=sha256:2b4d59804e8408e2fea7d1fbaf218e5ec984325221db76e6a241a9abd6cdd95c \
-    --hash=sha256:2eb992bbd4661238c5a397594c83f5b4dc2bc5b848c365c8f991b6780efcc5c7 \
-    --hash=sha256:369a6348999f94bbd53435c894377b20ab95f25a9065c283570e70150d8abc3c \
-    --hash=sha256:3cb07a3ed6431663cd321ea8a000a1314c74211f823e4177fefa2255e057d1ec \
-    --hash=sha256:40ba1f85eaa6959837b1d51c9767e230e14612eea4ef110ee8854ada22da1bf5 \
-    --hash=sha256:4defde8685ae324a9eb9d818717e93b4638ef67070ac9bc15b8ca85f63048355 \
-    --hash=sha256:55b7718303bf06a5753dcdccf2f3945cf18ad7bffde41b61226e4db31ab89a9c \
-    --hash=sha256:561215ea3879cb1cbbf272867e2efda62476f240fb58c64de6b393ae19246741 \
-    --hash=sha256:58d00498e8933e4a194f3076aee1b4a97dfec1a6da444535755822fe5d8b0b86 \
-    --hash=sha256:59baa2cb386c4f0b9905bd6eb4c2a79a69a128408fd31d32ca4d7102d4156321 \
-    --hash=sha256:5a5ed8fde7a1d09376ca0b40e68cd59c69fe23b1f9768bd5824f54681626032a \
-    --hash=sha256:5b012212e08b8dd5edc78ef54da83dd9892fd9105323b3993eff6bea65dc21d7 \
-    --hash=sha256:5c3932f4436d1cccb036cb0eaef46e6e2db91035166f1ad6505c3c9d5a635920 \
-    --hash=sha256:614d0949f4790582d2cc25553abd09dd723025f0c0e7c67376a1d77196743d6e \
-    --hash=sha256:76341972e1eff8b4bea859f09c0d3e64b96ce931b084f9b9b7db8ef364c30eff \
-    --hash=sha256:77a2ccbbe917f6710e05ba9adaa25fb5075620bf3ea6fb751997875aff4ae4bd \
-    --hash=sha256:7995ef305d7165c3f11ae07f2517e5a4f1d5c18da1376a0a9ed496336b69e5f3 \
-    --hash=sha256:7ce4bfae76319a532a2dc68f82cc32f5676ee792a983187dac07183690e5c66f \
-    --hash=sha256:7e8eac43dfca5c4cccc6dad9a80504436fca53bb9bc3100a2386d730fbe6b602 \
-    --hash=sha256:84cf79f0dc8b36ac5da873481716e87aef31fcfa0444f9e1d8b4b2cece142855 \
-    --hash=sha256:8c7378637d7d88016fa6791c159f698b3d3eed28ebf844ac36b9dc04a14dae18 \
-    --hash=sha256:8cd666227ef7af430aa5914a9910e0ddd703e75f039cef0825cd0da71b6b711a \
-    --hash=sha256:906cbf0670286c6e0044156bc7d4af9cbb0ef6db9f73e52c3ec56ba6bdde5336 \
-    --hash=sha256:9071196d81abc88b3516ac8cdfad32e2b66dd4a5393a8e68a961e9161ddc6239 \
-    --hash=sha256:9249e3cd978541d665967ac2cb2787fd6a62bddf1e75b3e347a594d7dacf4f74 \
-    --hash=sha256:984a20b0f62a26f48a3396c72e4bc34c66e356d356bf370053066b3b6d54634a \
-    --hash=sha256:9be5aafa5736574f8f15f262adc81b2a9869e2cfe9014d52a44633905b40d52c \
-    --hash=sha256:9c459db21422be75e2809370b829a87eb37f74cd785fc4aa9ea1e5f43b47cda4 \
-    --hash=sha256:9ccdac7d40688ecb5a3b4a604b8a88c8002e3442d6c60aead1db2a89a041560c \
-    --hash=sha256:a0e692c683f4df67815a2d258b324e66f4738bd7a96a218c826dce4f4bd05d8f \
-    --hash=sha256:a5da777e32ffed6f85a7b2b3f7c5cbc88c146bfcd0a1d7baf5fcc6c52ee35dd4 \
-    --hash=sha256:a64697c641c7b1b2178e573cbc31c7c6684cd56883a478d75143dbb7118036db \
-    --hash=sha256:ad64688338ed4bc1a6618076ba75fd7194a5f1797ac60b47afe926285adb3166 \
-    --hash=sha256:bd72e68b06bb1e96913f97dd4901119bc17f39d4586a5adf2d3e47bc2b9d58b5 \
-    --hash=sha256:c17dfe85494deaeddc5ce251aebd1d60bbe6afc8b62071bb0b469431a000124f \
-    --hash=sha256:c18684a7f0cc9a3cb60328f496b8e3372def7c5d2df39ac267878b05565aaaae \
-    --hash=sha256:cc90c0b39b2e3c65ef52c804b72e3c58f8a04ab2a1871272798e5f9572c17d20 \
-    --hash=sha256:db63bf618e5dea46c07de12e900fe1cdd2541e6dc9dbae772a70b7d4d4765f6a \
-    --hash=sha256:ea8990436d914540a40ab24b6a77c0969695ed52f4a4874c5137ccf7045a7057 \
-    --hash=sha256:ecde28a596bead48b0cfd2a1b4416c3d43074c2d785e3a398d7ec1fc4d0f7fbb \
-    --hash=sha256:f5333311663ea94f75dd408665686aaf426563556bb5283554a3539177e03b8c \
-    --hash=sha256:fdfef35d751d510fcef5252703621574364fec16418c4a1e5e1055248401054b
-    # via
-    #   authlib
-    #   joserfc
-dill==0.4.1 \
-    --hash=sha256:1e1ce33e978ae97fcfcff5638477032b801c46c7c65cf717f95fbc2248f79a9d \
-    --hash=sha256:423092df4182177d4d8ba8290c8a5b640c66ab35ec7da59ccfa00f6fa3eea5fa
-    # via pylint
-dparse==0.6.4 \
-    --hash=sha256:90b29c39e3edc36c6284c82c4132648eaf28a01863eb3c231c2512196132201a \
-    --hash=sha256:fbab4d50d54d0e739fbb4dedfc3d92771003a5b9aa8545ca7a7045e3b174af57
-    # via
-    #   safety
-    #   safety-schemas
+cyclonedx-python-lib==11.7.0 \
+    --hash=sha256:02fa4f15ddbba21ac9093039f8137c0d1813af7fe88b760c5dcd3311a8da2178 \
+    --hash=sha256:fb1bc3dedfa31208444dbd743007f478ab6984010a184e5bd466bffd969e936e
+    # via pip-audit
+defusedxml==0.7.1 \
+    --hash=sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69 \
+    --hash=sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61
+    # via py-serializable
 filelock==3.29.0 \
     --hash=sha256:69974355e960702e789734cb4871f884ea6fe50bd8404051a3530bc07809cf90 \
     --hash=sha256:96f5f6344709aa1572bbf631c640e4ebeeb519e08da902c39a001882f30ac258
@@ -329,14 +168,11 @@ filelock==3.29.0 \
 gitdb==4.0.12 \
     --hash=sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571 \
     --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
-    # via gitdb2
-gitdb2==4.0.2 \
-    --hash=sha256:0986cb4003de743f2b3aba4c828edd1ab58ce98e1c4a8acf72ef02760d4beb4e \
-    --hash=sha256:a1c974e5fab8c2c90192c1367c81cbc54baec04244bda1816e9c8ab377d1cba3
     # via gitpython
-gitpython==3.0.6 \
-    --hash=sha256:5b5b7b29baa27680a7dff85f171a251d48ac37c5f04cba15d381b56991cc7a48
-    # via trufflehog
+gitpython==3.1.0 \
+    --hash=sha256:43da89427bdf18bf07f1164c6d415750693b4d50e28fc9b68de706245147b9dd \
+    --hash=sha256:e426c3b587bd58c482f0b7fe6145ff4ac7ae6c82673fc656f489719abca6f4cb
+    # via trufflehog3
 h11==0.16.0 \
     --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
@@ -352,288 +188,121 @@ httpx==0.28.1 \
 idna==3.13 \
     --hash=sha256:585ea8fe5d69b9181ec1afba340451fba6ba764af97026f92a91d4eef164a242 \
     --hash=sha256:892ea0cde124a99ce773decba204c5552b69c3c67ffd5f232eb7696135bc8bb3
-    # via
-    #   anyio
-    #   httpx
-    #   requests
-isort==8.0.1 \
-    --hash=sha256:171ac4ff559cdc060bcfff550bc8404a486fee0caab245679c2abe7cb253c78d \
-    --hash=sha256:28b89bc70f751b559aeca209e6120393d43fbe2490de0559662be7a9787e3d75
-    # via pylint
-jinja2==3.1.6 \
-    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
-    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
-    # via safety
-joblib==1.5.3 \
-    --hash=sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713 \
-    --hash=sha256:8561a3269e6801106863fd0d6d84bb737be9e7631e33aaed3fb9ce5953688da3
-    # via nltk
-joserfc==1.6.5 \
-    --hash=sha256:1482a7db78fb4602e44ed89e51b599d052e091288c7c532c5b694e20149dec48 \
-    --hash=sha256:e9878a0f8243fe7b95e11fdda81374ca9f7a689e302751579d3dfdeec559675e
-    # via authlib
+    # via requests
+license-expression==30.4.4 \
+    --hash=sha256:421788fdcadb41f049d2dc934ce666626265aeccefddd25e162a26f23bcbf8a4 \
+    --hash=sha256:73448f0aacd8d0808895bdc4b2c8e01a8d67646e4188f887375398c761f340fd
+    # via cyclonedx-python-lib
 markdown-it-py==4.1.0 \
     --hash=sha256:760e3f87b2787c044c5138a5ba107b7c2be26c03b13cc7f8fe42756b65b1df6c \
     --hash=sha256:d4939a62a2dd0cd9cb80a191a711ba1d39bac8ed5ef9e9966895b0171c01c46d
     # via rich
-markupsafe==3.0.3 \
-    --hash=sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f \
-    --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \
-    --hash=sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf \
-    --hash=sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19 \
-    --hash=sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf \
-    --hash=sha256:0f4b68347f8c5eab4a13419215bdfd7f8c9b19f2b25520968adfad23eb0ce60c \
-    --hash=sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175 \
-    --hash=sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219 \
-    --hash=sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb \
-    --hash=sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6 \
-    --hash=sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab \
-    --hash=sha256:15d939a21d546304880945ca1ecb8a039db6b4dc49b2c5a400387cdae6a62e26 \
-    --hash=sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1 \
-    --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \
-    --hash=sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218 \
-    --hash=sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634 \
-    --hash=sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695 \
-    --hash=sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad \
-    --hash=sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73 \
-    --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \
-    --hash=sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe \
-    --hash=sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa \
-    --hash=sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559 \
-    --hash=sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa \
-    --hash=sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37 \
-    --hash=sha256:3537e01efc9d4dccdf77221fb1cb3b8e1a38d5428920e0657ce299b20324d758 \
-    --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \
-    --hash=sha256:38664109c14ffc9e7437e86b4dceb442b0096dfe3541d7864d9cbe1da4cf36c8 \
-    --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \
-    --hash=sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c \
-    --hash=sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97 \
-    --hash=sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a \
-    --hash=sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19 \
-    --hash=sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9 \
-    --hash=sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9 \
-    --hash=sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc \
-    --hash=sha256:591ae9f2a647529ca990bc681daebdd52c8791ff06c2bfa05b65163e28102ef2 \
-    --hash=sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4 \
-    --hash=sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354 \
-    --hash=sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50 \
-    --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \
-    --hash=sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9 \
-    --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \
-    --hash=sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc \
-    --hash=sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115 \
-    --hash=sha256:7c3fb7d25180895632e5d3148dbdc29ea38ccb7fd210aa27acbd1201a1902c6e \
-    --hash=sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485 \
-    --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \
-    --hash=sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12 \
-    --hash=sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025 \
-    --hash=sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009 \
-    --hash=sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d \
-    --hash=sha256:949b8d66bc381ee8b007cd945914c721d9aba8e27f71959d750a46f7c282b20b \
-    --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \
-    --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5 \
-    --hash=sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f \
-    --hash=sha256:a320721ab5a1aba0a233739394eb907f8c8da5c98c9181d1161e77a0c8e36f2d \
-    --hash=sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1 \
-    --hash=sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287 \
-    --hash=sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6 \
-    --hash=sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f \
-    --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581 \
-    --hash=sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed \
-    --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \
-    --hash=sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c \
-    --hash=sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026 \
-    --hash=sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8 \
-    --hash=sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676 \
-    --hash=sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6 \
-    --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \
-    --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \
-    --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d \
-    --hash=sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01 \
-    --hash=sha256:df2449253ef108a379b8b5d6b43f4b1a8e81a061d6537becd5582fba5f9196d7 \
-    --hash=sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419 \
-    --hash=sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795 \
-    --hash=sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1 \
-    --hash=sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5 \
-    --hash=sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d \
-    --hash=sha256:e8fc20152abba6b83724d7ff268c249fa196d8259ff481f3b1476383f8f24e42 \
-    --hash=sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe \
-    --hash=sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda \
-    --hash=sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e \
-    --hash=sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737 \
-    --hash=sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523 \
-    --hash=sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591 \
-    --hash=sha256:f71a396b3bf33ecaa1626c255855702aca4d3d9fea5e051b41ac59a9c1c41edc \
-    --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a \
-    --hash=sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50
-    # via jinja2
-marshmallow==4.3.0 \
-    --hash=sha256:46c4fe6984707e3cbd485dfebbf0a59874f58d695aad05c1668d15e8c6e13b46 \
-    --hash=sha256:fb43c53b3fe240b8f6af37223d6ef1636f927ad9bea8ab323afad95dff090880
-    # via safety
-mccabe==0.7.0 \
-    --hash=sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325 \
-    --hash=sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e
-    # via pylint
 mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-nltk==3.9.4 \
-    --hash=sha256:ed03bc098a40481310320808b2db712d95d13ca65b27372f8a403949c8b523d0 \
-    --hash=sha256:f2fa301c3a12718ce4a0e9305c5675299da5ad9e26068218b69d692fda84828f
-    # via safety
+msgpack==1.1.2 \
+    --hash=sha256:0051fffef5a37ca2cd16978ae4f0aef92f164df86823871b5162812bebecd8e2 \
+    --hash=sha256:04fb995247a6e83830b62f0b07bf36540c213f6eac8e851166d8d86d83cbd014 \
+    --hash=sha256:180759d89a057eab503cf62eeec0aa61c4ea1200dee709f3a8e9397dbb3b6931 \
+    --hash=sha256:1d1418482b1ee984625d88aa9585db570180c286d942da463533b238b98b812b \
+    --hash=sha256:1de460f0403172cff81169a30b9a92b260cb809c4cb7e2fc79ae8d0510c78b6b \
+    --hash=sha256:1fdf7d83102bf09e7ce3357de96c59b627395352a4024f6e2458501f158bf999 \
+    --hash=sha256:1fff3d825d7859ac888b0fbda39a42d59193543920eda9d9bea44d958a878029 \
+    --hash=sha256:283ae72fc89da59aa004ba147e8fc2f766647b1251500182fac0350d8af299c0 \
+    --hash=sha256:2929af52106ca73fcb28576218476ffbb531a036c2adbcf54a3664de124303e9 \
+    --hash=sha256:2e86a607e558d22985d856948c12a3fa7b42efad264dca8a3ebbcfa2735d786c \
+    --hash=sha256:350ad5353a467d9e3b126d8d1b90fe05ad081e2e1cef5753f8c345217c37e7b8 \
+    --hash=sha256:354e81bcdebaab427c3df4281187edc765d5d76bfb3a7c125af9da7a27e8458f \
+    --hash=sha256:365c0bbe981a27d8932da71af63ef86acc59ed5c01ad929e09a0b88c6294e28a \
+    --hash=sha256:372839311ccf6bdaf39b00b61288e0557916c3729529b301c52c2d88842add42 \
+    --hash=sha256:3b60763c1373dd60f398488069bcdc703cd08a711477b5d480eecc9f9626f47e \
+    --hash=sha256:41d1a5d875680166d3ac5c38573896453bbbea7092936d2e107214daf43b1d4f \
+    --hash=sha256:42eefe2c3e2af97ed470eec850facbe1b5ad1d6eacdbadc42ec98e7dcf68b4b7 \
+    --hash=sha256:446abdd8b94b55c800ac34b102dffd2f6aa0ce643c55dfc017ad89347db3dbdb \
+    --hash=sha256:454e29e186285d2ebe65be34629fa0e8605202c60fbc7c4c650ccd41870896ef \
+    --hash=sha256:4efd7b5979ccb539c221a4c4e16aac1a533efc97f3b759bb5a5ac9f6d10383bf \
+    --hash=sha256:5559d03930d3aa0f3aacb4c42c776af1a2ace2611871c84a75afe436695e6245 \
+    --hash=sha256:5928604de9b032bc17f5099496417f113c45bc6bc21b5c6920caf34b3c428794 \
+    --hash=sha256:59415c6076b1e30e563eb732e23b994a61c159cec44deaf584e5cc1dd662f2af \
+    --hash=sha256:5a46bf7e831d09470ad92dff02b8b1ac92175ca36b087f904a0519857c6be3ff \
+    --hash=sha256:602b6740e95ffc55bfb078172d279de3773d7b7db1f703b2f1323566b878b90e \
+    --hash=sha256:61c8aa3bd513d87c72ed0b37b53dd5c5a0f58f2ff9f26e1555d3bd7948fb7296 \
+    --hash=sha256:67016ae8c8965124fdede9d3769528ad8284f14d635337ffa6a713a580f6c030 \
+    --hash=sha256:6bde749afe671dc44893f8d08e83bf475a1a14570d67c4bb5cec5573463c8833 \
+    --hash=sha256:6c15b7d74c939ebe620dd8e559384be806204d73b4f9356320632d783d1f7939 \
+    --hash=sha256:70a0dff9d1f8da25179ffcf880e10cf1aad55fdb63cd59c9a49a1b82290062aa \
+    --hash=sha256:70c5a7a9fea7f036b716191c29047374c10721c389c21e9ffafad04df8c52c90 \
+    --hash=sha256:7bc8813f88417599564fafa59fd6f95be417179f76b40325b500b3c98409757c \
+    --hash=sha256:80a0ff7d4abf5fecb995fcf235d4064b9a9a8a40a3ab80999e6ac1e30b702717 \
+    --hash=sha256:86f8136dfa5c116365a8a651a7d7484b65b13339731dd6faebb9a0242151c406 \
+    --hash=sha256:897c478140877e5307760b0ea66e0932738879e7aa68144d9b78ea4c8302a84a \
+    --hash=sha256:8b696e83c9f1532b4af884045ba7f3aa741a63b2bc22617293a2c6a7c645f251 \
+    --hash=sha256:8e22ab046fa7ede9e36eeb4cfad44d46450f37bb05d5ec482b02868f451c95e2 \
+    --hash=sha256:94fd7dc7d8cb0a54432f296f2246bc39474e017204ca6f4ff345941d4ed285a7 \
+    --hash=sha256:99e2cb7b9031568a2a5c73aa077180f93dd2e95b4f8d3b8e14a73ae94a9e667e \
+    --hash=sha256:9ade919fac6a3e7260b7f64cea89df6bec59104987cbea34d34a2fa15d74310b \
+    --hash=sha256:9fba231af7a933400238cb357ecccf8ab5d51535ea95d94fc35b7806218ff844 \
+    --hash=sha256:a465f0dceb8e13a487e54c07d04ae3ba131c7c5b95e2612596eafde1dccf64a9 \
+    --hash=sha256:a605409040f2da88676e9c9e5853b3449ba8011973616189ea5ee55ddbc5bc87 \
+    --hash=sha256:a668204fa43e6d02f89dbe79a30b0d67238d9ec4c5bd8a940fc3a004a47b721b \
+    --hash=sha256:a7787d353595c7c7e145e2331abf8b7ff1e6673a6b974ded96e6d4ec09f00c8c \
+    --hash=sha256:a8f6e7d30253714751aa0b0c84ae28948e852ee7fb0524082e6716769124bc23 \
+    --hash=sha256:ad09b984828d6b7bb52d1d1d0c9be68ad781fa004ca39216c8a1e63c0f34ba3c \
+    --hash=sha256:bafca952dc13907bdfdedfc6a5f579bf4f292bdd506fadb38389afa3ac5b208e \
+    --hash=sha256:be52a8fc79e45b0364210eef5234a7cf8d330836d0a64dfbb878efa903d84620 \
+    --hash=sha256:be5980f3ee0e6bd44f3a9e9dea01054f175b50c3e6cdb692bc9424c0bbb8bf69 \
+    --hash=sha256:c63eea553c69ab05b6747901b97d620bb2a690633c77f23feb0c6a947a8a7b8f \
+    --hash=sha256:d198d275222dc54244bf3327eb8cbe00307d220241d9cec4d306d49a44e85f68 \
+    --hash=sha256:d62ce1f483f355f61adb5433ebfd8868c5f078d1a52d042b0a998682b4fa8c27 \
+    --hash=sha256:d99ef64f349d5ec3293688e91486c5fdb925ed03807f64d98d205d2713c60b46 \
+    --hash=sha256:db6192777d943bdaaafb6ba66d44bf65aa0e9c5616fa1d2da9bb08828c6b39aa \
+    --hash=sha256:e23ce8d5f7aa6ea6d2a2b326b4ba46c985dbb204523759984430db7114f8aa00 \
+    --hash=sha256:e64c8d2f5e5d5fda7b842f55dec6133260ea8f53c4257d64494c534f306bf7a9 \
+    --hash=sha256:e69b39f8c0aa5ec24b57737ebee40be647035158f14ed4b40e6f150077e21a84 \
+    --hash=sha256:ea5405c46e690122a76531ab97a079e184c0daf491e588592d6a23d3e32af99e \
+    --hash=sha256:f2cb069d8b981abc72b41aea1c580ce92d57c673ec61af4c500153a626cb9e20 \
+    --hash=sha256:fac4be746328f90caa3cd4bc67e6fe36ca2bf61d5c6eb6d895b6527e3f05071e \
+    --hash=sha256:fffee09044073e69f2bad787071aeec727183e7580443dfeb8556cbf1978d162
+    # via cachecontrol
+packageurl-python==0.17.6 \
+    --hash=sha256:1252ce3a102372ca6f86eb968e16f9014c4ba511c5c37d95a7f023e2ca6e5c25 \
+    --hash=sha256:31a85c2717bc41dd818f3c62908685ff9eebcb68588213745b14a6ee9e7df7c9
+    # via cyclonedx-python-lib
 packaging==26.2 \
     --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \
     --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
     # via
-    #   dparse
-    #   safety
-    #   safety-schemas
+    #   pip-audit
+    #   pip-requirements-parser
+pip-api==0.0.34 \
+    --hash=sha256:8b2d7d7c37f2447373aa2cf8b1f60a2f2b27a84e1e9e0294a3f6ef10eb3ba6bb \
+    --hash=sha256:9b75e958f14c5a2614bae415f2adf7eeb54d50a2cfbe7e24fd4826471bac3625
+    # via pip-audit
+pip-audit==2.10.0 \
+    --hash=sha256:16e02093872fac97580303f0848fa3ad64f7ecf600736ea7835a2b24de49613f \
+    --hash=sha256:427ea5bf61d1d06b98b1ae29b7feacc00288a2eced52c9c58ceed5253ef6c2a4
+    # via -r requirements.in
+pip-requirements-parser==32.0.1 \
+    --hash=sha256:4659bc2a667783e7a15d190f6fccf8b2486685b6dba4c19c3876314769c57526 \
+    --hash=sha256:b4fa3a7a0be38243123cf9d1f3518da10c51bdb165a2b2985566247f9155a7d3
+    # via pip-audit
 platformdirs==4.9.6 \
     --hash=sha256:3bfa75b0ad0db84096ae777218481852c0ebc6c727b3168c1b9e0118e458cf0a \
     --hash=sha256:e61adb1d5e5cb3441b4b7710bea7e4c12250ca49439228cc1021c00dcfac0917
-    # via pylint
-pycparser==3.0 \
-    --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
-    --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
-    # via cffi
-pydantic==2.13.4 \
-    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
-    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
-    # via
-    #   safety
-    #   safety-schemas
-pydantic-core==2.46.4 \
-    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
-    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
-    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
-    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
-    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
-    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
-    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
-    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
-    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
-    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
-    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
-    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
-    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
-    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
-    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
-    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
-    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
-    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
-    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
-    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
-    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
-    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
-    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
-    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
-    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
-    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
-    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
-    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
-    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
-    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
-    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
-    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
-    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
-    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
-    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
-    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
-    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
-    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
-    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
-    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
-    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
-    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
-    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
-    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
-    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
-    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
-    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
-    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
-    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
-    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
-    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
-    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
-    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
-    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
-    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
-    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
-    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
-    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
-    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
-    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
-    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
-    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
-    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
-    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
-    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
-    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
-    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
-    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
-    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
-    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
-    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
-    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
-    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
-    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
-    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
-    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
-    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
-    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
-    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
-    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
-    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
-    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
-    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
-    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
-    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
-    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
-    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
-    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
-    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
-    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
-    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
-    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
-    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
-    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
-    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
-    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
-    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
-    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
-    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
-    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
-    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
-    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
-    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
-    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
-    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
-    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
-    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
-    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
-    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
-    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
-    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
-    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
-    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
-    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
-    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
-    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
-    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
-    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
-    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
-    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
-    # via pydantic
+    # via pip-audit
+py-serializable==2.1.0 \
+    --hash=sha256:9d5db56154a867a9b897c0163b33a793c804c80cee984116d02d49e4578fc103 \
+    --hash=sha256:b56d5d686b5a03ba4f4db5e769dc32336e142fc3bd4d68a8c25579ebb0a67304
+    # via cyclonedx-python-lib
 pygments==2.20.0 \
     --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
     --hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
     # via rich
-pylint==4.0.5 \
-    --hash=sha256:00f51c9b14a3b3ae08cff6b2cdd43f28165c78b165b628692e428fb1f8dc2cf2 \
-    --hash=sha256:8cd6a618df75deb013bd7eb98327a95f02a6fb839205a6bbf5456ef96afb317c
-    # via -r requirements.in
+pyparsing==3.3.2 \
+    --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d \
+    --hash=sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc
+    # via pip-requirements-parser
 pyyaml==6.0.3 \
     --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \
     --hash=sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a \
@@ -709,154 +378,42 @@ pyyaml==6.0.3 \
     --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \
     --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0
     # via bandit
-regex==2026.4.4 \
-    --hash=sha256:011bb48bffc1b46553ac704c975b3348717f4e4aa7a67522b51906f99da1820c \
-    --hash=sha256:04bb679bc0bde8a7bfb71e991493d47314e7b98380b083df2447cda4b6edb60f \
-    --hash=sha256:0540e5b733618a2f84e9cb3e812c8afa82e151ca8e19cf6c4e95c5a65198236f \
-    --hash=sha256:05568c4fbf3cb4fa9e28e3af198c40d3237cf6041608a9022285fe567ec3ad62 \
-    --hash=sha256:0709f22a56798457ae317bcce42aacee33c680068a8f14097430d9f9ba364bee \
-    --hash=sha256:0734f63afe785138549fbe822a8cfeaccd1bae814c5057cc0ed5b9f2de4fc883 \
-    --hash=sha256:07edca1ba687998968f7db5bc355288d0c6505caa7374f013d27356d93976d13 \
-    --hash=sha256:07f190d65f5a72dcb9cf7106bfc3d21e7a49dd2879eda2207b683f32165e4d99 \
-    --hash=sha256:08c55c13d2eef54f73eeadc33146fb0baaa49e7335eb1aff6ae1324bf0ddbe4a \
-    --hash=sha256:0a51cdb3c1e9161154f976cb2bef9894bc063ac82f31b733087ffb8e880137d0 \
-    --hash=sha256:1371c2ccbb744d66ee63631cc9ca12aa233d5749972626b68fe1a649dd98e566 \
-    --hash=sha256:173a66f3651cdb761018078e2d9487f4cf971232c990035ec0eb1cdc6bf929a9 \
-    --hash=sha256:1b1ce5c81c9114f1ce2f9288a51a8fd3aeea33a0cc440c415bf02da323aa0a76 \
-    --hash=sha256:1b9a00b83f3a40e09859c78920571dcb83293c8004079653dd22ec14bbfa98c7 \
-    --hash=sha256:21e5eb86179b4c67b5759d452ea7c48eb135cd93308e7a260aa489ed2eb423a4 \
-    --hash=sha256:261c015b3e2ed0919157046d768774ecde57f03d8fa4ba78d29793447f70e717 \
-    --hash=sha256:2895506ebe32cc63eeed8f80e6eae453171cfccccab35b70dc3129abec35a5b8 \
-    --hash=sha256:298c3ec2d53225b3bf91142eb9691025bab610e0c0c51592dde149db679b3d17 \
-    --hash=sha256:2a5d273181b560ef8397c8825f2b9d57013de744da9e8257b8467e5da8599351 \
-    --hash=sha256:2b69102a743e7569ebee67e634a69c4cb7e59d6fa2e1aa7d3bdbf3f61435f62d \
-    --hash=sha256:2c785939dc023a1ce4ec09599c032cc9933d258a998d16ca6f2b596c010940eb \
-    --hash=sha256:2da82d643fa698e5e5210e54af90181603d5853cf469f5eedf9bfc8f59b4b8c7 \
-    --hash=sha256:2e19e18c568d2866d8b6a6dfad823db86193503f90823a8f66689315ba28fbe8 \
-    --hash=sha256:312ec9dd1ae7d96abd8c5a36a552b2139931914407d26fba723f9e53c8186f86 \
-    --hash=sha256:33424f5188a7db12958246a54f59a435b6cb62c5cf9c8d71f7cc49475a5fdada \
-    --hash=sha256:3384df51ed52db0bea967e21458ab0a414f67cdddfd94401688274e55147bb81 \
-    --hash=sha256:33bfda9684646d323414df7abe5692c61d297dbb0530b28ec66442e768813c59 \
-    --hash=sha256:349d7310eddff40429a099c08d995c6d4a4bfaf3ff40bd3b5e5cb5a5a3c7d453 \
-    --hash=sha256:36bcb9d6d1307ab629edc553775baada2aefa5c50ccc0215fbfd2afcfff43141 \
-    --hash=sha256:3790ba9fb5dd76715a7afe34dbe603ba03f8820764b1dc929dd08106214ed031 \
-    --hash=sha256:385edaebde5db5be103577afc8699fea73a0e36a734ba24870be7ffa61119d74 \
-    --hash=sha256:39d8de85a08e32632974151ba59c6e9140646dcc36c80423962b1c5c0a92e244 \
-    --hash=sha256:415a994b536440f5011aa77e50a4274d15da3245e876e5c7f19da349caaedd87 \
-    --hash=sha256:421439d1bee44b19f4583ccf42670ca464ffb90e9fdc38d37f39d1ddd1e44f1f \
-    --hash=sha256:475e50f3f73f73614f7cba5524d6de49dee269df00272a1b85e3d19f6d498465 \
-    --hash=sha256:4ce255cc05c1947a12989c6db801c96461947adb7a59990f1360b5983fab4983 \
-    --hash=sha256:504ffa8a03609a087cad81277a629b6ce884b51a24bd388a7980ad61748618ff \
-    --hash=sha256:50a766ee2010d504554bfb5f578ed2e066898aa26411d57e6296230627cdefa0 \
-    --hash=sha256:54170b3e95339f415d54651f97df3bff7434a663912f9358237941bbf9143f55 \
-    --hash=sha256:54a1189ad9d9357760557c91103d5e421f0a2dabe68a5cdf9103d0dcf4e00752 \
-    --hash=sha256:55d9304e0e7178dfb1e106c33edf834097ddf4a890e2f676f6c5118f84390f73 \
-    --hash=sha256:586b89cdadf7d67bf86ae3342a4dcd2b8d70a832d90c18a0ae955105caf34dbe \
-    --hash=sha256:59968142787042db793348a3f5b918cf24ced1f23247328530e063f89c128a95 \
-    --hash=sha256:59efe72d37fd5a91e373e5146f187f921f365f4abc1249a5ab446a60f30dd5f8 \
-    --hash=sha256:59f67cd0a0acaf0e564c20bbd7f767286f23e91e2572c5703bf3e56ea7557edb \
-    --hash=sha256:5d354b18839328927832e2fa5f7c95b7a3ccc39e7a681529e1685898e6436d45 \
-    --hash=sha256:62f5519042c101762509b1d717b45a69c0139d60414b3c604b81328c01bd1943 \
-    --hash=sha256:6780f008ee81381c737634e75c24e5a6569cc883c4f8e37a37917ee79efcafd9 \
-    --hash=sha256:6a50ab11b7779b849472337191f3a043e27e17f71555f98d0092fa6d73364520 \
-    --hash=sha256:6aa809ed4dc3706cc38594d67e641601bd2f36d5555b2780ff074edfcb136cf8 \
-    --hash=sha256:6c1818f37be3ca02dcb76d63f2c7aaba4b0dc171b579796c6fbe00148dfec6b1 \
-    --hash=sha256:6dac006c8b6dda72d86ea3d1333d45147de79a3a3f26f10c1cf9287ca4ca0ac3 \
-    --hash=sha256:7088fcdcb604a4417c208e2169715800d28838fefd7455fbe40416231d1d47c1 \
-    --hash=sha256:70aadc6ff12e4b444586e57fc30771f86253f9f0045b29016b9605b4be5f7dfb \
-    --hash=sha256:7429f4e6192c11d659900c0648ba8776243bf396ab95558b8c51a345afeddde6 \
-    --hash=sha256:74fa82dcc8143386c7c0392e18032009d1db715c25f4ba22d23dc2e04d02a20f \
-    --hash=sha256:760ef21c17d8e6a4fe8cf406a97cf2806a4df93416ccc82fc98d25b1c20425be \
-    --hash=sha256:7698a6f38730fd1385d390d1ed07bb13dce39aa616aca6a6d89bea178464b9a4 \
-    --hash=sha256:76d67d5afb1fe402d10a6403bae668d000441e2ab115191a804287d53b772951 \
-    --hash=sha256:773d1dfd652bbffb09336abf890bfd64785c7463716bf766d0eb3bc19c8b7f27 \
-    --hash=sha256:7d346fccdde28abba117cc9edc696b9518c3307fbfcb689e549d9b5979018c6d \
-    --hash=sha256:8512fcdb43f1bf18582698a478b5ab73f9c1667a5b7548761329ef410cd0a760 \
-    --hash=sha256:867bddc63109a0276f5a31999e4c8e0eb7bbbad7d6166e28d969a2c1afeb97f9 \
-    --hash=sha256:88e9b048345c613f253bea4645b2fe7e579782b82cac99b1daad81e29cc2ed8e \
-    --hash=sha256:8fae3c6e795d7678963f2170152b0d892cf6aee9ee8afc8c45e6be38d5107fe7 \
-    --hash=sha256:9542ccc1e689e752594309444081582f7be2fdb2df75acafea8a075108566735 \
-    --hash=sha256:9776b85f510062f5a75ef112afe5f494ef1635607bf1cc220c1391e9ac2f5e81 \
-    --hash=sha256:97850d0638391bdc7d35dc1c1039974dcb921eaafa8cc935ae4d7f272b1d60b3 \
-    --hash=sha256:993f657a7c1c6ec51b5e0ba97c9817d06b84ea5fa8d82e43b9405de0defdc2b9 \
-    --hash=sha256:9a2741ce5a29d3c84b0b94261ba630ab459a1b847a0d6beca7d62d188175c790 \
-    --hash=sha256:9e2f5217648f68e3028c823df58663587c1507a5ba8419f4fdfc8a461be76043 \
-    --hash=sha256:a0d2b28aa1354c7cd7f71b7658c4326f7facac106edd7f40eda984424229fd59 \
-    --hash=sha256:a152560af4f9742b96f3827090f866eeec5becd4765c8e0d3473d9d280e76a5a \
-    --hash=sha256:a1c0c7d67b64d85ac2e1879923bad2f08a08f3004055f2f406ef73c850114bd4 \
-    --hash=sha256:a7a5bb6aa0cf62208bb4fa079b0c756734f8ad0e333b425732e8609bd51ee22f \
-    --hash=sha256:a85b620a388d6c9caa12189233109e236b3da3deffe4ff11b84ae84e218a274f \
-    --hash=sha256:acd38177bd2c8e69a411d6521760806042e244d0ef94e2dd03ecdaa8a3c99427 \
-    --hash=sha256:ae3e764bd4c5ff55035dc82a8d49acceb42a5298edf6eb2fc4d328ee5dd7afae \
-    --hash=sha256:ae5266a82596114e41fb5302140e9630204c1b5f325c770bec654b95dd54b0aa \
-    --hash=sha256:af0384cb01a33600c49505c27c6c57ab0b27bf84a74e28524c92ca897ebdac9d \
-    --hash=sha256:b15b88b0d52b179712632832c1d6e58e5774f93717849a41096880442da41ab0 \
-    --hash=sha256:b26c30df3a28fd9793113dac7385a4deb7294a06c0f760dd2b008bd49a9139bc \
-    --hash=sha256:b40379b53ecbc747fd9bdf4a0ea14eb8188ca1bd0f54f78893a39024b28f4863 \
-    --hash=sha256:b4c36a85b00fadb85db9d9e90144af0a980e1a3d2ef9cd0f8a5bef88054657c6 \
-    --hash=sha256:b5f9fb784824a042be3455b53d0b112655686fdb7a91f88f095f3fee1e2a2a54 \
-    --hash=sha256:be061028481186ba62a0f4c5f1cc1e3d5ab8bce70c89236ebe01023883bc903b \
-    --hash=sha256:c07ab8794fa929e58d97a0e1796b8b76f70943fa39df225ac9964615cf1f9d52 \
-    --hash=sha256:c228cf65b4a54583763645dcd73819b3b381ca8b4bb1b349dee1c135f4112c07 \
-    --hash=sha256:c4ee50606cb1967db7e523224e05f32089101945f859928e65657a2cbb3d278b \
-    --hash=sha256:c882cd92ec68585e9c1cf36c447ec846c0d94edd706fe59e0c198e65822fd23b \
-    --hash=sha256:cf9b1b2e692d4877880388934ac746c99552ce6bf40792a767fd42c8c99f136d \
-    --hash=sha256:d2228c02b368d69b724c36e96d3d1da721561fb9cc7faa373d7bf65e07d75cb5 \
-    --hash=sha256:d51d20befd5275d092cdffba57ded05f3c436317ee56466c8928ac32d960edaf \
-    --hash=sha256:db0ac18435a40a2543dbb3d21e161a6c78e33e8159bd2e009343d224bb03bb1b \
-    --hash=sha256:dc4f10fbd5dd13dcf4265b4cc07d69ca70280742870c97ae10093e3d66000359 \
-    --hash=sha256:dcb5453ecf9cd58b562967badd1edbf092b0588a3af9e32ee3d05c985077ce87 \
-    --hash=sha256:dd2630faeb6876fb0c287f664d93ddce4d50cd46c6e88e60378c05c9047e08ca \
-    --hash=sha256:e014a797de43d1847df957c0a2a8e861d1c17547ee08467d1db2c370b7568baa \
-    --hash=sha256:e08270659717f6973523ce3afbafa53515c4dc5dcad637dc215b6fd50f689423 \
-    --hash=sha256:e0aab3ff447845049d676827d2ff714aab4f73f340e155b7de7458cf53baa5a4 \
-    --hash=sha256:e355be718caf838aa089870259cf1776dc2a4aa980514af9d02c59544d9a8b22 \
-    --hash=sha256:e7ab63e9fe45a9ec3417509e18116b367e89c9ceb6219222a3396fa30b147f80 \
-    --hash=sha256:e7cd3e4ee8d80447a83bbc9ab0c8459781fa77087f856c3e740d7763be0df27f \
-    --hash=sha256:e9638791082eaf5b3ac112c587518ee78e083a11c4b28012d8fe2a0f536dfb17 \
-    --hash=sha256:eb59c65069498dbae3c0ef07bbe224e1eaa079825a437fb47a479f0af11f774f \
-    --hash=sha256:ee7337f88f2a580679f7bbfe69dc86c043954f9f9c541012f49abc554a962f2e \
-    --hash=sha256:ee9627de8587c1a22201cb16d0296ab92b4df5cdcb5349f4e9744d61db7c7c98 \
-    --hash=sha256:f4f83781191007b6ef43b03debc35435f10cad9b96e16d147efe84a1d48bdde4 \
-    --hash=sha256:f56ebf9d70305307a707911b88469213630aba821e77de7d603f9d2f0730687d \
-    --hash=sha256:f5bfc2741d150d0be3e4a0401a5c22b06e60acb9aa4daa46d9e79a6dcd0f135b \
-    --hash=sha256:f94a11a9d05afcfcfa640e096319720a19cc0c9f7768e1a61fceee6a3afc6c7c \
-    --hash=sha256:fa7922bbb2cc84fa062d37723f199d4c0cd200245ce269c05db82d904db66b83 \
-    --hash=sha256:fe896e07a5a2462308297e515c0054e9ec2dd18dfdc9427b19900b37dfe6f40b \
-    --hash=sha256:ffa81f81b80047ba89a3c69ae6a0f78d06f4a42ce5126b0eb2a0a10ad44e0b2e
-    # via nltk
 requests==2.33.1 \
     --hash=sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517 \
     --hash=sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a
-    # via safety
+    # via
+    #   cachecontrol
+    #   pip-audit
 rich==15.0.0 \
     --hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb \
     --hash=sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36
     # via
     #   bandit
-    #   typer
-ruamel-yaml==0.19.1 \
-    --hash=sha256:27592957fedf6e0b62f281e96effd28043345e0e66001f97683aa9a40c667c93 \
-    --hash=sha256:53eb66cd27849eff968ebf8f0bf61f46cdac2da1d1f3576dd4ccee9b25c31993
-    # via
-    #   safety
-    #   safety-schemas
-safety==3.7.0 \
-    --hash=sha256:65e71db45eb832e8840e3456333d44c23927423753d5610596a09e909a66d2bf \
-    --hash=sha256:daec15a393cafc32b846b7ef93f9c952a1708863e242341ab5bde2e4beabb54e
+    #   pip-audit
+ruff==0.15.14 \
+    --hash=sha256:049b5326e53ed80978f2fc041a280603f69dd6b0c95464342a2bb4572d9d9e2f \
+    --hash=sha256:48d5909d7d06276ce7dde6d32bfa4b0d4cb2651145cd8ee4b440722cbc77832f \
+    --hash=sha256:48e866b165be4a9bdbf310f7d3c9a07edef2fe8cd63ffeb4e00bb590506ebf9f \
+    --hash=sha256:49072d36abdbe97a8dd7f480afe9c675699c0c495d4c84076e2c1203c4550581 \
+    --hash=sha256:6d0c1ad2a0ab718d39b6d8fd2217981ce4d625cd96a720095f798fb47d8b13e6 \
+    --hash=sha256:715c543cf450c4888251f91c52f1942a800541d9bddd7ac060aa4e6b77ae7cba \
+    --hash=sha256:72ebab6013ec887d439d8b7593737a0a4ffb06d45d209d4e4bf2e92813082d3f \
+    --hash=sha256:802342981e056db3851a7836e5b070f8f15f67d4a685ae2a6160939d364b2902 \
+    --hash=sha256:8a24a4f7605d7003a6674d4387651effd939dead3fddd0f36561eb77a9a2e542 \
+    --hash=sha256:8dd2db9416e487c8d4b01fa7056bb02c4d05969d4f8d17a08c229c2f4ff3c108 \
+    --hash=sha256:958522aee105068640c2c2ceae08f413ae44d922f52a1374ac13d6a96032fc93 \
+    --hash=sha256:9a6bbc0333f1ab053423bcbf6226477d266ca7cec7738c4c8e3f55647803f3c4 \
+    --hash=sha256:bb01d645694e3ec0102105d07ef2d53703970407d59c04e59d3ba0b7a1d53553 \
+    --hash=sha256:be4ff55af755bd71a00ab3dc6bd7ffc467bd76e0df6881e286c2e3d23e8fb43b \
+    --hash=sha256:ca8cbfa94c4f90984a67561978602746d4cd27103568f745fa90eee3f0d4107d \
+    --hash=sha256:d4ed42e6696c8dfa5f06728e6441993901f548eb92d73bc472cb5a38d1395fbf \
+    --hash=sha256:f3707da619a143a2e8830e2abab8224478d69ace2d28cb6c20543ae97c36bf61 \
+    --hash=sha256:ff47b90a9ef6a40c9e2f3b479c1fb78531adf055b94c1eba0a7ba04b31951826
     # via -r requirements.in
-safety-schemas==0.0.16 \
-    --hash=sha256:3bb04d11bd4b5cc79f9fa183c658a6a8cf827a9ceec443a5ffa6eed38a50a24e \
-    --hash=sha256:6760515d3fd1e6535b251cd73014bd431d12fe0bfb8b6e8880a9379b5ab7aa44
-    # via safety
-shellingham==1.5.4 \
-    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
-    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
-    # via typer
-smmap==5.0.3 \
-    --hash=sha256:4d9debb8b99007ae47165abc08670bd74cb74b5227dda7f643eccc4e9eb5642c \
-    --hash=sha256:c106e05d5a61449cf6ba9a1e650227ecfb141590d2a98412103ff35d89fc7b2f
-    # via gitdb
+sortedcontainers==2.4.0 \
+    --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+    # via cyclonedx-python-lib
 stevedore==5.7.0 \
     --hash=sha256:31dd6fe6b3cbe921e21dcefabc9a5f1cf848cf538a1f27543721b8ca09948aa3 \
     --hash=sha256:fd25efbb32f1abb4c9e502f385f0018632baac11f9ee5d1b70f88cc5e22ad4ed
@@ -875,14 +432,10 @@ tqdm==4.67.3 \
     --hash=sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb \
     --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
     # via nltk
-trufflehog==2.2.1 \
-    --hash=sha256:7f0d09c8cda2a90ae42f81405e5944a3325d90a5842d2dde014471e4d65c71e4 \
-    --hash=sha256:ac411e29ffac06555cdc40ed1cbff0b3c74cb0ed26af2a0432ed15e61b94e6b5
+trufflehog3==1.1.3 \
+    --hash=sha256:0127e756ac63e55dfec7416f09b86a1740db0d6f4be7bdfb7a6649e1029dd82f \
+    --hash=sha256:4524055ee9c1ccc98419f059ceb90d1ad9c90981f5047ea1b160073babcb1fbd
     # via -r requirements.in
-trufflehogregexes==0.0.7 \
-    --hash=sha256:627e7cd246153135dea86bacd1253df262c525874f9008395ffe81eb63f92352 \
-    --hash=sha256:b81dfc60c86c1e353f436a0e201fd88edb72d5a574615a7858485c59edf32405
-    # via trufflehog
 typer==0.25.1 \
     --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89 \
     --hash=sha256:9616eb8853a09ffeabab1698952f33c6f29ffdbceb4eaeecf571880e8d7664cc
@@ -904,3 +457,8 @@ urllib3==2.6.3 \
     --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \
     --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
     # via requests
+
+# WARNING: The following packages were not pinned, but pip requires them to be
+# pinned when the requirements file includes hashes and the requirement is not
+# satisfied by a package already installed. Consider using the --allow-unsafe flag.
+# pip