diff --git a/README.md b/README.md
index 9b9dfca..2a662ee 100644
--- a/README.md
+++ b/README.md
@@ -2,14 +2,26 @@
 
 GitBug-Java is a reproducible Java benchmark of recent bugs.
 
-- [Visualization](https://nfsaavedra.github.io/gitbug-java)
+- [Visualization and web interface](https://nfsaavedra.github.io/gitbug-java)
 - [HuggingFace](https://huggingface.co/datasets/gitbugactions/gitbug-java)
 
+If you use GitBug-Java in your research work, please cite [GitBug-Java: A Reproducible Benchmark of Recent Java Bugs (MSR 2024)](https://arxiv.org/pdf/2402.02961.pdf)
+
+```bibtex
+@inproceedings{gitbugjava,
+  title={GitBug-Java: A Reproducible Benchmark of Recent Java Bugs},
+  author={Silva, Andr{\'e} and Saavedra, Nuno and Monperrus, Martin},
+  booktitle={Proceedings of the 21st International Conference on Mining Software Repositories},
+  doi={10.1145/3643991.3644884}
+}
+```
+
+
 ## Setup GitBug-Java
 
 Requirements:
 - Python (Recommended 3.11)
-- Poetry (Recommended 1.8 and higher)
+- Poetry (Recommended 2.0 and higher)
 - Docker (v20 or higher)
 - If you are on Ubuntu/Debian, choose a system with GLIBC 2.32 or 2.34 as some of the dependencies require these versions (A docker image would not be suitable as it would require DinD). 
 
@@ -37,7 +49,7 @@ Once the above requirements are satisfied within your system or the VM machine i
     However, if you are already inside a virtual environment, poetry will use the that environment.
     In such case, the subsequent commands would only work with a Python3.11 environment.
 
-2. Add GitBug-Java and custom Act version to path
+2. Add GitBug-Java and [custom Act version](https://github.com/gitbugactions/act) to path
     ```bash
     export PATH="$(pwd):$(pwd)/bin:$PATH"
     ```
@@ -104,15 +116,3 @@ The file includes the following information:
 
 Note: Our output includes information from the entire GitHub Action run, including the stack-trace from the test run but also the output from other steps in the executed workflows. This is different from benchmarks such as Defects4J that provide only the test execution stack-trace segregated from other outputs. Currently, we do not support extracting only the test execution stack-trace.
 
-## Citation
-
-If you use GitBug-Java in your research work, please cite [GitBug-Java: A Reproducible Benchmark of Recent Java Bugs](https://arxiv.org/pdf/2402.02961.pdf)
-
-```bibtex
-@inproceedings{gitbugjava,
-  title={GitBug-Java: A Reproducible Benchmark of Recent Java Bugs},
-  author={Silva, Andr{\'e} and Saavedra, Nuno and Monperrus, Martin},
-  booktitle={Proceedings of the 21st International Conference on Mining Software Repositories},
-  doi={10.1145/3643991.3644884}
-}
-```
diff --git a/gitbug-java b/gitbug-java
index 7fc271d..03ae9f5 100755
--- a/gitbug-java
+++ b/gitbug-java
@@ -101,16 +101,14 @@ class GitBugJavaCli(object):
         shutil.rmtree(source)
         os.remove(gitbug)
 
-    def __setup_act_cache(self, name: str, download_url: str):
+    def __setup_act_cache(self, download_url: str):
         # Download the zip
-        zip_path = Path(get_project_root(), f"{name}.zip")
+        zip_path = Path(get_project_root(), "act-cache.zip")
         if not zip_path.exists():
             self.__download(download_url, zip_path)
         # Extract the zip
-        cache_path = Path(get_project_root(), name)
-        cache_path.mkdir(parents=True, exist_ok=True)
         with zipfile.ZipFile(zip_path, "r") as zip_ref:
-            zip_ref.extractall(cache_path)
+            zip_ref.extractall(get_project_root())
         os.remove(zip_path)
 
     def pids(self):
@@ -211,7 +209,6 @@ class GitBugJavaCli(object):
             "https://zenodo.org/records/10578617/files/gitbug-java_offline_environments_2.tar.gz?download=1",
         )
         self.__setup_act_cache(
-            "act-cache",
             "https://zenodo.org/records/10592626/files/act-cache.zip?download=1",
         )
 
diff --git a/poetry.lock b/poetry.lock
index d26d5da..a35d082 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,23 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
+
+[[package]]
+name = "attrs"
+version = "24.3.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"},
+    {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"},
+]
+
+[package.extras]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "black"
@@ -57,63 +76,78 @@ files = [
 
 [[package]]
 name = "cffi"
-version = "1.16.0"
+version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -338,44 +372,47 @@ websockets = ["websocket-client (>=1.3.0)"]
 
 [[package]]
 name = "fire"
-version = "0.6.0"
+version = "0.7.0"
 description = "A library for automatically generating command line interfaces."
 optional = false
 python-versions = "*"
 files = [
-    {file = "fire-0.6.0.tar.gz", hash = "sha256:54ec5b996ecdd3c0309c800324a0703d6da512241bc73b553db959d98de0aa66"},
+    {file = "fire-0.7.0.tar.gz", hash = "sha256:961550f07936eaf65ad1dc8360f2b2bf8408fad46abbfa4d2a3794f8d2a95cdf"},
 ]
 
 [package.dependencies]
-six = "*"
 termcolor = "*"
 
 [[package]]
 name = "gitbugactions"
-version = "2.0.4"
+version = "3.1.0"
 description = "A tool that builds bug-fix benchmarks by leveraging GitHub Actions."
 optional = false
-python-versions = "<4.0,>=3.10"
+python-versions = "<4.0,>=3.12"
 files = [
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 ]
 
 [package.dependencies]
+attrs = ">=24.0.0,<25.0.0"
 docker = "7.1.0"
-fire = "0.6.0"
-junitparser = "3.1.2"
-nltk = "3.8.1"
-pandas = "2.2.2"
-psutil = "6.0.0"
-pygit2 = "1.15.0"
-PyGithub = "2.3.0"
+fire = "0.7.0"
+jsonschema = ">=4.23.0,<5.0.0"
+junitparser = "3.2.0"
+nltk = "3.9.1"
+numpy = "2.2.1"
+pandas = "2.2.3"
+psutil = "6.1.1"
+pygit2 = "1.16.0"
+PyGithub = "2.5.0"
 pytest-ordering = ">=0.6,<0.7"
-PyYAML = "6.0.1"
-schedule = "1.2.2"
-tqdm = "4.66.4"
+PyYAML = "6.0.2"
+referencing = ">=0.35.1,<0.36.0"
+schedule = ">=1.2.2,<2.0.0"
+tqdm = "4.67.1"
 unidiff = "0.7.5"
-urllib3 = "2.2.2"
+urllib3 = "2.3.0"
 
 [[package]]
 name = "idna"
@@ -410,15 +447,50 @@ files = [
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 ]
 
+[[package]]
+name = "jsonschema"
+version = "4.23.0"
+description = "An implementation of JSON Schema validation for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
+]
+
+[package.dependencies]
+attrs = ">=22.2.0"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
+
+[[package]]
+name = "jsonschema-specifications"
+version = "2024.10.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+optional = false
+python-versions = ">=3.9"
+files = [
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+    {file = "jsonschema_specifications-2024.10.1.tar.gz", hash = "sha256:0f38b83639958ce1152d02a7f062902c41c8fd20d558b0c34344292d417ae272"},
+]
+
+[package.dependencies]
+referencing = ">=0.31.0"
+
 [[package]]
 name = "junitparser"
-version = "3.1.2"
+version = "3.2.0"
 description = "Manipulates JUnit/xUnit Result XML files"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "junitparser-3.2.0-py2.py3-none-any.whl", hash = "sha256:e14fdc0a999edfc15889b637390e8ef6ca09a49532416d3bd562857d42d4b96d"},
+    {file = "junitparser-3.2.0.tar.gz", hash = "sha256:b05e89c27e7b74b3c563a078d6e055d95cf397444f8f689b0ca616ebda0b3c65"},
 ]
 
 [[package]]
@@ -434,13 +506,13 @@ files = [
 
 [[package]]
 name = "nltk"
-version = "3.8.1"
+version = "3.9.1"
 description = "Natural Language Toolkit"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "nltk-3.9.1-py3-none-any.whl", hash = "sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1"},
+    {file = "nltk-3.9.1.tar.gz", hash = "sha256:87d127bd3de4bd89a4f81265e5fa59cb1b199b27440175370f7417d2bc7ae868"},
 ]
 
 [package.dependencies]
@@ -459,56 +531,66 @@ twitter = ["twython"]
 
 [[package]]
 name = "numpy"
-version = "2.0.0"
+version = "2.2.1"
 description = "Fundamental package for array computing in Python"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 files = [
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 [package.dependencies]
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 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
 tzdata = ">=2022.7"
@@ -638,32 +730,33 @@ testing = ["pytest", "pytest-benchmark"]
 
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 name = "pycparser"
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 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
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+    {file = "rpds_py-0.22.3-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:666ecce376999bf619756a24ce15bb14c5bfaf04bf00abc7e663ce17c3f34fe7"},
+    {file = "rpds_py-0.22.3-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:5246b14ca64a8675e0a7161f7af68fe3e910e6b90542b4bfb5439ba752191df6"},
+    {file = "rpds_py-0.22.3.tar.gz", hash = "sha256:e32fee8ab45d3c2db6da19a5323bc3362237c8b653c70194414b892fd06a080d"},
+]
+
 [[package]]
 name = "schedule"
 version = "1.2.2"
@@ -1074,20 +1297,21 @@ tests = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "tqdm"
-version = "4.66.4"
+version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"},
-    {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"},
+    {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
+    {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"]
+discord = ["requests"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
@@ -1127,13 +1351,13 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.2.2"
+version = "2.3.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
-    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
+    {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
+    {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
 ]
 
 [package.extras]
@@ -1223,5 +1447,5 @@ files = [
 
 [metadata]
 lock-version = "2.0"
-python-versions = "^3.11"
-content-hash = "b871145e08ff894b39a24e7a61a8107c7a203984771d1d3fe19ab1b469a6d064"
+python-versions = "^3.12"
+content-hash = "466c88aea863c4e99adc870d78eced2aa6d05630361d12a50f17716ff956d8f5"
diff --git a/pyproject.toml b/pyproject.toml
index 3c893f2..95a18ad 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,18 +5,19 @@ description = "A Reproducible Java Benchmark of Recent Bugs"
 authors = ["André Silva <andreans@kth.se>", "Nuno Saavedra <nuno.saavedra@tecnico.ulisboa.pt>"]
 license = "MIT License"
 readme = "README.md"
+package-mode = false
 
 [tool.poetry.dependencies]
-python = "^3.11"
+python = "^3.12"
 pygithub = "^2.3.0"
 pygit2 = "^1.12.1"
 docker = "^7.1.0"
 unidiff = "^0.7.5"
 tqdm = "^4.65.0"
-fire = "^0.6.0"
+fire = "^0.7.0"
 junitparser = "^3.1.0"
 pyyaml = "^6.0.1"
-gitbugactions = "2.0.4"
+gitbugactions = "^3.1.0"
 
 [tool.poetry.group.dev.dependencies]
 black = "^23.11.0"
diff --git a/test/test_all.py b/test/test_all.py
index 76a62eb..b0cfd18 100644
--- a/test/test_all.py
+++ b/test/test_all.py
@@ -23,8 +23,8 @@ def test_help():
 
 def run_bug(bid: str, fixed: bool, act_cache_dir: str = "./act-cache"):
     # Setup temporary directory
-    temp_dir = os.path.join(tempfile.gettempdir(), bid, str(uuid.uuid4()))
-    output_dir = os.path.join(temp_dir, "gitbug-java-output", str(uuid.uuid4()))
+    temp_dir = Path(tempfile.gettempdir(), bid, str(uuid.uuid4()))
+    output_dir = Path(temp_dir, ".gitbug-java")
 
     try:
         # Checkout the bug and check correctness
@@ -38,15 +38,14 @@ def run_bug(bid: str, fixed: bool, act_cache_dir: str = "./act-cache"):
             return
 
         # Run the bug and check results
-        run = run_command(
-            f"gitbug-java run {temp_dir} --act_cache_dir={act_cache_dir} --output={output_dir}"
-        )
-        if not Path(output_dir, f"{bid}.json").exists():
+        run = run_command(f"gitbug-java run {temp_dir} --act_cache_dir={act_cache_dir}")
+        test_results_path = Path(output_dir, "test-results.json")
+        if not test_results_path.exists():
             print(f"{bid} ({fixed}) failed to find report")
             print(run.stdout.decode("utf-8"))
             print(run.stderr.decode("utf-8"))
             return False
-        with open(os.path.join(output_dir, f"{bid}.json"), "r") as f:
+        with open(test_results_path, "r") as f:
             report = json.loads(f.read())
 
         if fixed and run.returncode != 0: