diff --git a/docs/7-DEVELOPMENT/index.md b/docs/7-DEVELOPMENT/index.md
index 81826bc..5e5f9a9 100644
--- a/docs/7-DEVELOPMENT/index.md
+++ b/docs/7-DEVELOPMENT/index.md
@@ -14,6 +14,15 @@ Start with **[Contributing Guide](contributing.md)** for the workflow, then chec
 
 **First time?** Check out our [Contributing Guide](contributing.md) for the issue-first workflow.
 
+### 🔒 I Want to Understand Security Practices
+
+**[Security Guidelines](security.md)** covers:
+- Database query safety (preventing SurrealQL injection)
+- Template rendering safety (preventing SSTI)
+- File handling safety (preventing path traversal and LFI)
+- Secrets management and CORS configuration
+- Code review security checklist
+
 ---
 
 ### 🏗️ I Want to Understand the Architecture
@@ -50,6 +59,7 @@ For deeper dives, check `/open_notebook/` CLAUDE.md for component-specific guida
 | [Architecture](architecture.md) | Understanding system | System design, tech stack, workflows |
 | [Design Principles](design-principles.md) | All developers | What guides our decisions |
 | [API Reference](api-reference.md) | Building integrations | Complete REST API documentation |
+| [Security](security.md) | All developers | Security practices and vulnerability prevention |
 | [Maintainer Guide](maintainer-guide.md) | Maintainers | Managing issues, PRs, releases |
 
 ---
diff --git a/docs/7-DEVELOPMENT/security.md b/docs/7-DEVELOPMENT/security.md
new file mode 100644
index 0000000..5eb394a
--- /dev/null
+++ b/docs/7-DEVELOPMENT/security.md
@@ -0,0 +1,193 @@
+# Security Guidelines
+
+This document outlines security practices for Open Notebook development. It is informed by real vulnerabilities discovered through coordinated disclosure with [CERT-EU](https://cert.europa.eu) and should be treated as mandatory reading for all contributors.
+
+## Reporting Vulnerabilities
+
+If you discover a security vulnerability, **do not open a public GitHub issue**. Instead:
+
+1. Use [GitHub Security Advisories](https://github.com/lfnovo/open-notebook/security/advisories/new) to report privately
+2. Or email the maintainers directly
+
+We follow coordinated vulnerability disclosure and will work with you on a fix before any public announcement.
+
+---
+
+## Database Queries (SurrealQL Injection)
+
+**Rule: Never interpolate user input into SurrealQL queries via f-strings.**
+
+SurrealQL injection is the equivalent of SQL injection. User-controlled values must be passed as parameterized bind variables using `$variable` syntax.
+
+### Parameterized queries (safe)
+
+```python
+# Good: parameterized query
+result = await repo_query(
+    "SELECT * FROM source WHERE id = $id",
+    {"id": ensure_record_id(source_id)}
+)
+```
+
+### F-string interpolation (vulnerable)
+
+```python
+# Bad: user input in f-string
+result = await repo_query(f"SELECT * FROM source WHERE id = {source_id}")
+```
+
+### ORDER BY and other clauses that can't be parameterized
+
+`ORDER BY`, `LIMIT`, and similar clauses typically cannot accept bind variables in SurrealDB. Use **allowlist validation** instead:
+
+```python
+# Good: validate against allowlist, then interpolate
+allowed_fields = {"name", "created", "updated"}
+allowed_directions = {"asc", "desc"}
+
+parts = order_by.strip().lower().split()
+if parts[0] not in allowed_fields:
+    raise HTTPException(status_code=400, detail="Invalid sort field")
+if len(parts) > 1 and parts[1] not in allowed_directions:
+    raise HTTPException(status_code=400, detail="Invalid sort direction")
+
+query = f"SELECT * FROM notebook ORDER BY {validated_order_by}"
+```
+
+See `api/routers/sources.py` for the reference implementation of sort parameter validation.
+
+### Checklist
+
+- [ ] All user-provided values use `$variable` binding
+- [ ] Any f-string in a query only contains validated/hardcoded values
+- [ ] `ORDER BY`, `LIMIT`, etc. use allowlist validation
+- [ ] Database values used in subsequent queries are also parameterized (prevents second-order injection)
+
+---
+
+## Template Rendering (Server-Side Template Injection)
+
+**Rule: Always use `SandboxedEnvironment` when rendering Jinja2 templates that contain user-provided content.**
+
+The [ai-prompter](https://github.com/lfnovo/ai-prompter) library (>= 0.4.0) uses `SandboxedEnvironment` by default, which blocks access to dangerous Python attributes like `__globals__`, `__subclasses__`, and `__init__`.
+
+### What SandboxedEnvironment prevents
+
+```jinja2
+{# These are blocked and raise SecurityError #}
+{{ cycler.__init__.__globals__.os.popen('id').read() }}
+{{ ''.__class__.__mro__[1].__subclasses__() }}
+```
+
+### Guidelines
+
+- Never downgrade ai-prompter below 0.4.0
+- If using Jinja2 directly (outside ai-prompter), always use `jinja2.sandbox.SandboxedEnvironment`
+- Never pass user-provided strings to `jinja2.Environment` or `jinja2.Template` directly
+
+---
+
+## File Handling (Path Traversal and Local File Inclusion)
+
+### File uploads
+
+**Rule: Always sanitize filenames and validate resolved paths.**
+
+```python
+import os
+from pathlib import Path
+
+# 1. Strip directory components
+safe_filename = os.path.basename(original_filename)
+
+# 2. Validate resolved path stays within target directory
+resolved = (Path(upload_folder) / safe_filename).resolve()
+if not str(resolved).startswith(str(Path(upload_folder).resolve()) + os.sep):
+    raise ValueError("Path traversal detected")
+```
+
+Key points:
+
+- Use `os.path.basename()` to strip directory components from user-provided filenames
+- Use `Path.resolve()` to resolve symlinks and `..` components
+- Use `startswith()` with a **trailing `os.sep`** to prevent sibling directory bypass (e.g., `/uploads_evil/` matching `/uploads`)
+
+### File path inputs
+
+**Rule: Validate that any user-provided file path is within the expected directory.**
+
+```python
+uploads_resolved = Path(UPLOADS_FOLDER).resolve()
+file_resolved = Path(user_provided_path).resolve()
+if not str(file_resolved).startswith(str(uploads_resolved) + os.sep):
+    raise HTTPException(status_code=400, detail="Invalid file path")
+```
+
+Never pass user-provided file paths directly to file reading or content extraction functions without validation.
+
+### Checklist
+
+- [ ] Filenames from uploads are sanitized with `os.path.basename()`
+- [ ] Resolved paths are validated with `startswith(directory + os.sep)`
+- [ ] User-provided `file_path` values are validated before use
+- [ ] No directory creation from user input (`mkdir` with traversal paths)
+
+---
+
+## Authentication and CORS
+
+### Authentication
+
+Open Notebook currently uses simple password-based middleware (`PasswordAuthMiddleware`). This is suitable for single-user self-hosted deployments but should be hardened for production:
+
+- Change the default password (`OPEN_NOTEBOOK_PASSWORD`)
+- Change the default encryption key (`OPEN_NOTEBOOK_ENCRYPTION_KEY`)
+- Consider deploying behind a reverse proxy with proper authentication (OAuth, OIDC)
+
+### CORS
+
+The default CORS configuration allows all origins (`allow_origins=["*"]`). This is tracked for improvement in [#730](https://github.com/lfnovo/open-notebook/issues/730). For production deployments, restrict origins to only the frontend URL.
+
+---
+
+## Secrets Management
+
+### Encryption key
+
+`OPEN_NOTEBOOK_ENCRYPTION_KEY` is used to encrypt API keys stored in SurrealDB. In production:
+
+- Set a strong, unique key (do not use the default)
+- Use Docker secrets via `OPEN_NOTEBOOK_ENCRYPTION_KEY_FILE` when possible
+- Never log or expose this value
+
+### Environment variables
+
+- Sensitive values (API keys, passwords, encryption keys) should never appear in logs
+- Use `loguru` with caution — avoid logging full request bodies or environment dumps
+- The Docker container runs as root by default; consider running as a non-root user
+
+---
+
+## Code Review Security Checklist
+
+When reviewing PRs, check for:
+
+1. **Query injection**: Any f-string containing user input in a SurrealQL query
+2. **Template injection**: User-provided strings passed to Jinja2 without sandboxing
+3. **Path traversal**: User-provided filenames or paths used without sanitization
+4. **Information disclosure**: Error messages that expose internal paths, stack traces, or configuration
+5. **SSRF**: User-provided URLs passed to server-side HTTP requests without validation
+6. **Secrets in logs**: Sensitive values logged at any level
+
+---
+
+## Past Vulnerabilities
+
+These vulnerabilities were reported by CERT-EU and are documented here as learning examples:
+
+| Version | Vulnerability | Severity | Advisory |
+|---------|--------------|----------|----------|
+| <= 1.8.2 | SurrealDB injection via `order_by` parameter | High (8.7) | [GHSA-5wj9-f8q5-8f9c](https://github.com/lfnovo/open-notebook/security/advisories/GHSA-5wj9-f8q5-8f9c) |
+| <= 1.8.3 | RCE via Jinja2 SSTI in transformations | Critical (9.2) | [GHSA-f35w-wx37-26q7](https://github.com/lfnovo/open-notebook/security/advisories/GHSA-f35w-wx37-26q7) |
+| <= 1.8.3 | Arbitrary file write via path traversal | High (7.0) | [GHSA-x4q2-89g5-594v](https://github.com/lfnovo/open-notebook/security/advisories/GHSA-x4q2-89g5-594v) |
+| <= 1.8.3 | Arbitrary file read via LFI | High (8.2) | [GHSA-842v-h4cj-r646](https://github.com/lfnovo/open-notebook/security/advisories/GHSA-842v-h4cj-r646) |
diff --git a/uv.lock b/uv.lock
index a2235db..f8ba6b0 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2072,7 +2072,7 @@ wheels = [
 
 [[package]]
 name = "open-notebook"
-version = "1.8.3"
+version = "1.8.4"
 source = { editable = "." }
 dependencies = [
     { name = "ai-prompter" },