diff --git a/backend/app/delta_engine.py b/backend/app/delta_engine.py
new file mode 100644
index 0000000..ba91783
--- /dev/null
+++ b/backend/app/delta_engine.py
@@ -0,0 +1,184 @@
+import os
+import re
+import json
+import logging
+import urllib.request
+import tarfile
+import tempfile
+import ast
+
+logger = logging.getLogger(__name__)
+
+class DeltaAnalysisEngine:
+    """
+    Engine to handle Delta Analysis for auditing dependency version bumps (Issue #106).
+    """
+    def __init__(self, dependency_name: str = None, old_version: str = None, new_version: str = None):
+        self.dependency_name = dependency_name
+        self.old_version = old_version
+        self.new_version = new_version
+        
+        # Placeholders for collected audit data
+        self.added_files = []
+        self.suspicious_patterns = []
+
+    def parse_manifest_diff(self, diff_text: str) -> bool:
+        """
+        Step 1: Manifest Diffing.
+        Parses a raw diff string line to extract package version changes.
+        """
+        try:
+            pattern = r"([\w\-]+):\s*([\d\.]+)\s*->\s*([\d\.]+)"
+            match = re.search(pattern, diff_text)
+            
+            if match:
+                self.dependency_name = match.group(1)
+                self.old_version = match.group(2)
+                self.new_version = match.group(3)
+                return True
+            return False
+        except Exception as e:
+            logger.error(f"Error parsing manifest diff: {str(e)}")
+            return False
+
+    def fetch_upstream_package(self, version: str) -> str:
+        """
+        Step 2: Upstream Registry Fetching & Downloading.
+        """
+        if not self.dependency_name:
+            return ""
+
+        url = f"https://pypi.org/pypi/{self.dependency_name}/{version}/json"
+        try:
+            with urllib.request.urlopen(url, timeout=5) as response:
+                if response.status != 200:
+                    return ""
+                data = json.loads(response.read().decode())
+                
+            tarball_url = None
+            for url_info in data.get("urls", []):
+                if url_info.get("packagetype") == "sdist":
+                    tarball_url = url_info.get("url")
+                    break
+            
+            if not tarball_url:
+                return ""
+
+            temp_extract_dir = tempfile.mkdtemp(prefix=f"patchpilot_{self.dependency_name}_{version}_")
+            archive_path = os.path.join(temp_extract_dir, f"package_{version}.tar.gz")
+
+            urllib.request.urlretrieve(tarball_url, archive_path)
+
+            with tarfile.open(archive_path, "r:gz") as tar:
+                tar.extractall(path=temp_extract_dir)
+                
+            os.remove(archive_path)
+            return temp_extract_dir
+
+        except Exception as e:
+            logger.error(f"Failed handling upstream fetching/extraction for v{version}: {str(e)}")
+            return ""
+
+    def audit_code_changes(self, old_dir: str, new_dir: str):
+        """
+        Step 3: Code Changes Audit.
+        Compares directory structures to identify new files, and scans code signatures.
+        """
+        old_files = set()
+        new_files_map = {}
+
+        # Walk through the old version files to establish a baseline
+        for root, _, files in os.walk(old_dir):
+            for file in files:
+                rel_path = os.path.relpath(os.path.join(root, file), old_dir)
+                # Strip the top-level folder name inside the tarball to make paths clean
+                clean_rel_path = "/".join(rel_path.split(os.sep)[1:])
+                old_files.add(clean_rel_path)
+
+        # Walk through the new version files to identify added files and inspect contents
+        for root, _, files in os.walk(new_dir):
+            for file in files:
+                full_path = os.path.join(root, file)
+                rel_path = os.path.relpath(full_path, new_dir)
+                clean_rel_path = "/".join(rel_path.split(os.sep)[1:])
+                
+                # Check if this file didn't exist in the old version
+                if clean_rel_path and clean_rel_path not in old_files:
+                    # Ignore metadata directories like egg-info or PKG-INFO
+                    if not any(x in clean_rel_path for x in ["egg-info", "PKG-INFO", "setup.cfg"]):
+                        self.added_files.append(clean_rel_path)
+                
+                # If it's a Python file, scan it for critical risks like eval()
+                if file.endswith(".py"):
+                    self._scan_file_ast(full_path, clean_rel_path)
+
+    def _scan_file_ast(self, real_file_path: str, clean_display_path: str):
+        """
+        Runs an Abstract Syntax Tree (AST) scan looking for high-risk language primitives.
+        """
+        try:
+            with open(real_file_path, "r", encoding="utf-8", errors="ignore") as f:
+                content = f.read()
+
+            tree = ast.parse(content, filename=real_file_path)
+            
+            # Node walker to look for function calls named 'eval'
+            for node in ast.walk(tree):
+                if isinstance(node, ast.Call):
+                    if isinstance(node.func, ast.Name) and node.func.id == "eval":
+                        line_no = node.lineno
+                        self.suspicious_patterns.append(
+                            f"eval() usage in {clean_display_path}:{line_no}"
+                        )
+        except Exception as e:
+            # If a single file fails parsing, log it but keep scanning other files safely
+            logger.debug(f"Could not parse AST for {clean_display_path}: {str(e)}")
+
+    def run_audit(self) -> dict:
+        """
+        Main execution flow for the delta audit pipeline.
+        """
+        if not all([self.dependency_name, self.old_version, self.new_version]):
+            return {"error": "Missing dependency details. Ensure manifest diffing runs successfully first."}
+            
+        try:
+            logger.info(f"Starting delta analysis for {self.dependency_name}: {self.old_version} -> {self.new_version}")
+            
+            old_dir = self.fetch_upstream_package(self.old_version)
+            new_dir = self.fetch_upstream_package(self.new_version)
+            
+            if not old_dir or not new_dir:
+                return {"error": "Failed to download and extract package versions from upstream registry."}
+            
+            # Execute step 3 audit logic
+            self.audit_code_changes(old_dir, new_dir)
+            
+            return self.generate_output_payload()
+            
+        except Exception as e:
+            logger.error(f"Error during delta analysis execution: {str(e)}")
+            return {"error": f"Analysis failed: {str(e)}"}
+
+    def generate_output_payload(self) -> dict:
+        """
+        Formats the final audited results into the expected output schema.
+        """
+        return {
+            "supply_chain_diff": {
+                "dependency": self.dependency_name,
+                "upgrade_path": f"{self.old_version} -> {self.new_version}",
+                "risk_assessment": {
+                    "added_files": self.added_files,
+                    "suspicious_patterns_detected": self.suspicious_patterns,
+                    "overall_risk_score": self._calculate_risk_score()
+                }
+            }
+        }
+
+    def _calculate_risk_score(self) -> str:
+        """
+        Internal helper to evaluate overall risk level.
+        """
+        if self.suspicious_patterns:
+            return "elevated"
+        return "low"
\ No newline at end of file
diff --git a/backend/app/main.py b/backend/app/main.py
index 81e8359..ca11ce4 100644
--- a/backend/app/main.py
+++ b/backend/app/main.py
@@ -1410,3 +1410,51 @@ async def get_blast_radius(org_job_id: str):
         links.append({"source": repo, "target": pkg})
 
     return {"nodes": list(nodes_dict.values()), "links": links}
+
+# ==========================================
+# SARIF Telemetry Export Endpoint
+# ==========================================
+from app.sarif_translator import SarifTranslator
+
+@app.get("/api/export/sarif")
+async def export_sarif_telemetry():
+    try:
+        # Define path to the target triage file seen in your project root
+        base_dir = Path(__file__).resolve().parent.parent
+        semgrep_file_path = base_dir / "semgrep_out.json"
+
+        if not semgrep_file_path.exists():
+            raise HTTPException(
+                status_code=404, 
+                detail="Source vulnerability triage metrics file (semgrep_out.json) not found."
+            )
+
+        # Read the raw metrics data
+        with open(semgrep_file_path, "r", encoding="utf-8") as f:
+            raw_data = json.load(f)
+
+        # Extract the elements array (Semgrep usually nests findings under "results")
+        if isinstance(raw_data, dict) and "results" in raw_data:
+            triage_elements = raw_data["results"]
+        elif isinstance(raw_data, list):
+            triage_elements = raw_data
+        else:
+            triage_elements = []
+
+        # Run the translator pipeline
+        translator = SarifTranslator(triage_elements)
+        sarif_payload = translator.generate_payload()
+
+        # Return compliance-ready payload with standard download headers
+        return Response(
+            content=json.dumps(sarif_payload, indent=2),
+            media_type="application/sarif+json",
+            headers={
+                "Content-Disposition": "attachment; filename=patchpilot-report.sarif"
+            }
+        )
+
+    except json.JSONDecodeError:
+        raise HTTPException(status_code=500, detail="Invalid JSON format in source triage metrics.")
+    except Exception as e:
+        raise HTTPException(status_code=500, detail=f"Failed to compile SARIF telemetry: {str(e)}")
\ No newline at end of file
diff --git a/backend/app/sarif_translator.py b/backend/app/sarif_translator.py
new file mode 100644
index 0000000..e23b4aa
--- /dev/null
+++ b/backend/app/sarif_translator.py
@@ -0,0 +1,79 @@
+import json
+from typing import List, Dict, Any
+
+class SarifTranslator:
+    def __init__(self, triage_elements: List[Dict[str, Any]]):
+        """
+        Initializes the translator with PatchPilot's internal triage JSON array elements.
+        """
+        self.triage_elements = triage_elements
+
+    def _map_severity(self, internal_severity: str) -> str:
+        """
+        Maps internal tool severities to official SARIF levels:
+        'error', 'warning', 'note', or 'none'.
+        """
+        severity_upper = str(internal_severity).upper()
+        if severity_upper in ["ERROR", "CRITICAL", "HIGH"]:
+            return "error"
+        elif severity_upper in ["WARNING", "MEDIUM"]:
+            return "warning"
+        elif severity_upper in ["INFO", "NOTE", "LOW"]:
+            return "note"
+        else:
+            return "none"
+
+    def _translate_result(self, element: Dict[str, Any]) -> Dict[str, Any]:
+        """
+        Translates a single PatchPilot internal element into a SARIF result item.
+        """
+        rule_id = element.get("check_id", "patchpilot-generic-rule")
+        extra_data = element.get("extra", {})
+        message_text = extra_data.get("message", "No message provided by tool.")
+        raw_severity = extra_data.get("severity", "WARNING")
+        
+        sarif_result = {
+            "ruleId": rule_id,
+            "message": {
+                "text": message_text
+            },
+            "level": self._map_severity(raw_severity),
+            "locations": [
+                {
+                    "physicalLocation": {
+                        "artifactLocation": {
+                            "uri": element.get("path", "unknown_file")
+                        },
+                        "region": {
+                            "startLine": element.get("start", {}).get("line", 1),
+                            "startColumn": element.get("start", {}).get("col", 1),
+                            "endLine": element.get("end", {}).get("line", 1),
+                            "endColumn": element.get("end", {}).get("col", 1)
+                        }
+                    }
+                }
+            ]
+        }
+        return sarif_result
+
+    def generate_payload(self) -> Dict[str, Any]:
+        """
+        Executes the pipeline and returns the full schema-compliant SARIF payload.
+        """
+        sarif_results = [self._translate_result(item) for item in self.triage_elements]
+        
+        payload = {
+            "$schema": "https://json.schemastore.org/sarif-2.1.0.json",
+            "version": "2.1.0",
+            "runs": [
+                {
+                    "tool": {
+                        "driver": {
+                            "name": "PatchPilot Engine"
+                        }
+                    },
+                    "results": sarif_results
+                }
+            ]
+        }
+        return payload
\ No newline at end of file
diff --git a/backend/semgrep_out.json b/backend/semgrep_out.json
index e69de29..a912dc4 100644
--- a/backend/semgrep_out.json
+++ b/backend/semgrep_out.json
@@ -0,0 +1,36 @@
+{
+  "results": [
+    {
+      "check_id": "rules.python.security.injection.sql-injection",
+      "path": "backend/app/main.py",
+      "start": {
+        "line": 125,
+        "col": 14
+      },
+      "end": {
+        "line": 125,
+        "col": 45
+      },
+      "extra": {
+        "message": "Remote user input directly concatenated into SQL string. Potential SQL Injection.",
+        "severity": "ERROR"
+      }
+    },
+    {
+      "check_id": "rules.python.maintainability.unused-import",
+      "path": "backend/app/db.py",
+      "start": {
+        "line": 4,
+        "col": 1
+      },
+      "end": {
+        "line": 4,
+        "col": 13
+      },
+      "extra": {
+        "message": "Imported module 'sys' is never used.",
+        "severity": "INFO"
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/backend/test_sarif.py b/backend/test_sarif.py
new file mode 100644
index 0000000..d150cd7
--- /dev/null
+++ b/backend/test_sarif.py
@@ -0,0 +1,29 @@
+import json
+from app.sarif_translator import SarifTranslator
+
+def run_test():
+    print("🔄 Reading semgrep_out.json...")
+    try:
+        with open("semgrep_out.json", "r", encoding="utf-8") as f:
+            raw_data = json.load(f)
+        
+        # Get the findings array
+        triage_elements = raw_data.get("results", [])
+        print(f"📋 Found {len(triage_elements)} raw vulnerability elements.")
+        
+        # Translate
+        print("⚙️ Running data through SarifTranslator pipeline...")
+        translator = SarifTranslator(triage_elements)
+        sarif_payload = translator.generate_payload()
+        
+        # Print a snippet of the result to verify structure
+        print("\n✅ Success! Here is a preview of your generated SARIF payload:")
+        print(json.dumps(sarif_payload, indent=2)[:600] + "\n\n... [truncated preview] ...")
+        
+    except FileNotFoundError:
+        print("❌ Error: Could not find 'semgrep_out.json' in the backend root directory.")
+    except Exception as e:
+        print(f"❌ Test failed with error: {str(e)}")
+
+if __name__ == "__main__":
+    run_test()
\ No newline at end of file