diff --git a/scripts/tf-tests/.gitignore b/scripts/tf-tests/.gitignore
new file mode 100644
index 00000000..a7b95ae9
--- /dev/null
+++ b/scripts/tf-tests/.gitignore
@@ -0,0 +1,3 @@
+hwctl
+job_outputs/*
+machines.txt
diff --git a/scripts/tf-tests/README.md b/scripts/tf-tests/README.md
new file mode 100644
index 00000000..712707a0
--- /dev/null
+++ b/scripts/tf-tests/README.md
@@ -0,0 +1,129 @@
+# Manual integration tests using Testflinger
+
+The purpose of the `run-jobs.py` script is to test hardware-api client
+and server on the machines that are accessible via
+[Testflinger](https://github.com/canonical/testflinger). It allows us
+to test the project components on multiple machines automatically.
+
+## Requirements
+
+These scripts use [the testflinger
+snap](https://snapcraft.io/testflinger-cli), so make sure you have it
+installed on your system:
+
+```sh
+sudo snap install testflinger-cli
+```
+
+Also, the following files are required to be present in this
+directory:
+
+- `machines.txt`: This file lists the Canonical IDs of the machines on
+  which jobs will be run. Each Canonical ID should be on a separate
+  line, formatted as follows:
+
+  ```text
+  202101-28595
+  202012-28526
+  ...
+  ```
+
+- `tf-job.yaml`: This YAML template defines the job parameters. The
+  template should include the placeholder `$CANONICAL_ID`, which will
+  be replaced with each actual Canonical ID from `machines.txt` when
+  jobs are submitted.  You can modify the existing `tf-job.yaml` file
+  to run other commands or use a different Ubuntu distro.
+
+- `hwctl`: The client executable. You can create it by running `cargo
+  build --release` in the project root directory. You're supposed to
+  build the binary on the same Ubuntu release that is specified in
+  `tf-job.yaml`. The machines should also be of the same architecture
+  the binary is build for.
+
+  Then copy the created file to this directory:
+
+  ```sh
+  cp target/release/hwctl scripts/tf-tests/
+  ```
+
+## Running the script
+
+After you meet the described requirements, make sure you have access
+to
+[https://testflinger.canonical.com](https://testflinger.canonical.com).
+
+The script `run-jobs.py` can be used to submit jobs, monitor their
+status, or both, depending on the options you provide.
+
+```sh
+../tf_test.py [options]
+```
+
+Examples:
+
+* Submit Jobs and Monitor Statuses Sequentially: `./tf_test.py`
+* Only Submit Jobs: `./tf_test.py --send-jobs`
+* Only Monitor Job Statuses: `./tf_test.py --check-status`
+* Custom Machines File and Poll Interval: `./tf_test.py
+  --machines-file custom_machines.txt --poll-interval 60`
+
+
+## Script overview
+
+The script performs two main functions:
+
+- Job Submission
+- Job Monitoring
+
+### Job Submission
+
+When submitting jobs, the script:
+
+1. Reads each Canonical ID from `machines.txt` (or the file specified
+   with `--machines-file`).
+2. Replaces `$CANONICAL_ID` in `tf-job.yaml` (or the file specified
+   with `--template-file`) with the actual ID.
+3. Submits the job with `testflinger submit <job.yaml>`.
+4. Captures the job UUID returned after submission.
+5. Creates a directory for each Canonical ID in `job_outputs/` (or the
+   directory specified with `--output-dir`) and saves the job UUID in
+   a file named `tf_job_id.txt` within that directory.
+
+Example directory structure after job submission:
+
+```
+job_outputs/
+├── 202101-28595/
+│   └── tf_job_id.txt  # Contains the job UUID
+├── 202012-28526/
+│   └── tf_job_id.txt
+```
+
+### Job Monitoring
+
+When monitoring jobs, the script:
+
+1. Reads `tf_job_id.txt` files in `job_outputs/` to get the job UUIDs.
+2. Enters a loop, checking the status of each job using `testflinger
+   status <job_id>`.
+3. For jobs with status "complete", retrieves results using
+   `testflinger-cli results <job_id>`.
+4. Saves the test output to `output.txt` within the respective
+   Canonical ID’s directory.
+5. Extracts the status field from the test output and writes it to
+   `hw_status.txt`.
+6. Continues monitoring until all jobs are completed.
+
+Example directory structure after job monitoring:
+
+```
+job_outputs/
+├── 202101-28595/
+│   ├── tf_job_id.txt
+│   ├── output.txt     # Contains test output
+│   └── hw_status.txt  # Contains the hardware API status
+├── 202012-28526/
+│   ├── tf_job_id.txt
+│   ├── output.txt
+│   └── hw_status.txt
+```
diff --git a/scripts/tf-tests/run-jobs.py b/scripts/tf-tests/run-jobs.py
new file mode 100755
index 00000000..57b043ce
--- /dev/null
+++ b/scripts/tf-tests/run-jobs.py
@@ -0,0 +1,219 @@
+#!/usr/bin/env python3
+
+import re
+import argparse
+import subprocess
+import json
+import logging
+from time import sleep
+from pathlib import Path
+from typing import Dict, Optional
+
+
+def parse_arguments():
+    parser = argparse.ArgumentParser(
+        description="Submit jobs and monitor their status on Testflinger."
+    )
+    parser.add_argument(
+        "--machines-file",
+        type=Path,
+        default="machines.txt",
+        help="Path to the file with machines Canonical IDs",
+    )
+    parser.add_argument(
+        "--template-file",
+        type=Path,
+        default="tf-job.yaml",
+        help="Path to Testflinger job template file",
+    )
+    parser.add_argument(
+        "--output-dir",
+        type=Path,
+        default="job_outputs",
+        help="Path to job outputs directory",
+    )
+    parser.add_argument(
+        "--poll-interval",
+        type=int,
+        default=30,
+        help="Time delay between status checks in seconds",
+    )
+    group = parser.add_mutually_exclusive_group()
+    group.add_argument(
+        "--send-jobs",
+        action="store_true",
+        help="Only submit jobs without monitoring their statuses",
+    )
+    group.add_argument(
+        "--check-status",
+        action="store_true",
+        help="Only check job statuses without submitting new jobs",
+    )
+    return parser.parse_args()
+
+
+# Job Submission Functions
+def load_canonical_ids(filename: Path) -> list:
+    """Reads the Canonical IDs from a file."""
+    with open(filename, "r", encoding="utf8") as file:
+        return file.read().strip().splitlines()
+
+
+def create_job_yaml(template_file: Path, canonical_id: str) -> str:
+    """Creates a modified job YAML for a specific Canonical ID."""
+    with open(template_file, "r", encoding="utf8") as file:
+        job_yaml = file.read()
+    return job_yaml.replace("$CANONICAL_ID", canonical_id)
+
+
+def write_temp_job_file(job_yaml: str, output_dir: Path, canonical_id: str) -> Path:
+    """Writes the modified job YAML to a temporary file."""
+    temp_job_file = output_dir / f"{canonical_id}_tf-job.yaml"
+    temp_job_file.write_text(job_yaml)
+    return temp_job_file
+
+
+def submit_job(temp_job_file: Path, canonical_id: str) -> Optional[str]:
+    """Submits the job and returns the job UUID."""
+    try:
+        result = subprocess.run(
+            ["testflinger", "submit", "--attachments-relative-to", ".", str(temp_job_file)],
+            capture_output=True,
+            text=True,
+            check=True,
+        )
+        for line in result.stdout.splitlines():
+            if line.startswith("job_id:"):
+                return line.split(": ")[1].strip()
+        logging.warning("Failed to retrieve job_id for %s", canonical_id)
+    except subprocess.CalledProcessError as e:
+        logging.error("Error submitting job for %s: %s", canonical_id, e.stderr)
+    return None
+
+
+def save_job_uuid(job_uuid: str, output_dir: Path, canonical_id: str):
+    """Creates a directory for the Canonical ID and saves the job UUID."""
+    id_dir = output_dir / canonical_id
+    id_dir.mkdir(exist_ok=True)
+    (id_dir / "tf_job_id.txt").write_text(job_uuid)
+    logging.info("Job submitted for %s with job_id: %s", canonical_id, job_uuid)
+
+
+def submit_all_jobs(
+    machines_file: Path, template_file: Path, output_dir: Path
+) -> Dict[str, Path]:
+    """Submit all jobs for the given machines."""
+    canonical_ids = load_canonical_ids(machines_file)
+    job_ids = {}
+
+    for canonical_id in canonical_ids:
+        job_yaml = create_job_yaml(template_file, canonical_id)
+        temp_job_file = write_temp_job_file(job_yaml, output_dir, canonical_id)
+        job_uuid = submit_job(temp_job_file, canonical_id)
+
+        if job_uuid:
+            save_job_uuid(job_uuid, output_dir, canonical_id)
+            job_ids[job_uuid] = output_dir / canonical_id
+
+        temp_job_file.unlink()  # Clean up temporary YAML file
+
+    return job_ids
+
+
+# Job Monitoring Functions
+def load_jobs(output_dir: Path) -> Dict[str, Path]:
+    """Load job IDs and directories from the job outputs directory."""
+    jobs = {}
+    for id_dir in output_dir.iterdir():
+        if id_dir.is_dir():
+            job_id_file = id_dir / "tf_job_id.txt"
+            if job_id_file.exists():
+                job_id = job_id_file.read_text().strip()
+                jobs[job_id] = id_dir
+    return jobs
+
+
+def check_job_status(job_id: str) -> Optional[str]:
+    """Check the status of a job by its job ID."""
+    try:
+        result = subprocess.run(
+            ["testflinger", "status", job_id],
+            capture_output=True,
+            text=True,
+            check=True,
+        )
+        return result.stdout.strip()
+    except subprocess.CalledProcessError as e:
+        logging.error("Error checking status for job %s: %s", job_id, e.stderr)
+    return None
+
+
+def extract_status_from_output(test_output):
+    """Extracts the status value from the test output JSON."""
+    match_ = re.search(r'"status":\s*"([^"]+)"', test_output)
+    return match_.group(1) if match_ else "Unknown"
+
+
+def retrieve_job_results(job_id: str, id_dir: Path):
+    """Retrieve and save the results of a completed job."""
+    try:
+        results_result = subprocess.run(
+            ["testflinger-cli", "results", job_id],
+            capture_output=True,
+            text=True,
+            check=True,
+        )
+        results_data = json.loads(results_result.stdout)
+        test_output = results_data.get("test_output", "")
+        (id_dir / "output.txt").write_text(test_output)
+        status = extract_status_from_output(test_output)
+        (id_dir / "hw_status.txt").write_text(status)
+        logging.info("Results and status saved for job %s in %s", job_id, id_dir)
+    except (subprocess.CalledProcessError, json.JSONDecodeError) as e:
+        logging.error("Error fetching results for job %s: %s", job_id, str(e))
+
+
+def monitor_jobs(remaining_jobs: Dict[str, Path], poll_interval: int):
+    """Monitor jobs until all are completed, fetching results as jobs finish."""
+    while remaining_jobs:
+        for job_id, id_dir in list(remaining_jobs.items()):
+            job_status = check_job_status(job_id)
+            logging.info(
+                "Status for job %s (Canonical ID: %s): %s",
+                job_id,
+                id_dir.name,
+                job_status,
+            )
+            if job_status == "cancelled":
+                logging.error("The job %s got cancelled.", job_id)
+                del remaining_jobs[job_id]
+            if job_status == "complete":
+                retrieve_job_results(job_id, id_dir)
+                del remaining_jobs[job_id]
+
+        if remaining_jobs:
+            logging.info("Waiting %d seconds before checking again...", poll_interval)
+            sleep(poll_interval)
+
+    logging.info("All jobs complete and results retrieved.")
+
+
+def main():
+    logging.basicConfig(level=logging.INFO, format="%(message)s")
+    args = parse_arguments()
+    args.output_dir.mkdir(exist_ok=True)
+
+    if args.send_jobs:
+        submit_all_jobs(args.machines_file, args.template_file, args.output_dir)
+    elif args.check_status:
+        remaining_jobs = load_jobs(args.output_dir)
+        monitor_jobs(remaining_jobs, args.poll_interval)
+    else:
+        job_ids = submit_all_jobs(
+            args.machines_file, args.template_file, args.output_dir
+        )
+        monitor_jobs(job_ids, args.poll_interval)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/tf-tests/tf-job.yaml b/scripts/tf-tests/tf-job.yaml
new file mode 100644
index 00000000..3c724e61
--- /dev/null
+++ b/scripts/tf-tests/tf-job.yaml
@@ -0,0 +1,11 @@
+job_queue: "$CANONICAL_ID"
+provision_data:
+  distro: jammy
+test_data:
+  attachments:
+    - local: hwctl
+  test_cmds: |
+    scp attachments/test/hwctl $DEVICE_IP:
+    ssh $DEVICE_IP "sudo apt-get update && sudo apt install -y pkgconf libssl-dev"
+    ssh $DEVICE_IP "sudo dmidecode"
+    ssh $DEVICE_IP "sudo HW_API_URL=https://hw.staging.ubuntu.com ./hwctl"