Mask API Keys, Database Hashes, and Server Logs Before AI Debugging
AI Summary / Key Takeaways
"Developer-first data sanitization for high-velocity engineering. Automatically redact API keys, stack traces, and database connection strings locally before using AI for code review or log analysis. PrivacyScrubber acts as the pre-commit buffer for your clipboard secrets."
Interactive PII Detection & Sanitization Sandbox
Test real-time client-side RAM tokenization. Choose a specialized preset or paste your own raw prompt to test instant reversible redaction.
Enterprise-Grade AI Privacy
Add custom redaction rules and priority support with PRO.
Verified by the Enterprise Board
Our 10-persona AI team ensures Dev compliance at every layer.
"PrivacyScrubber eliminates Shadow AI risk by intercepting PII at the edge. We've mapped this hub to SOC 2 Type II and ISO 27001 masking controls."
"Under GDPR Article 32 and HIPAA Safe Harbor, local anonymization removes the AI provider from the 'Data Processor' chain, negating complex DPA liabilities."
"A single GLBA or PCI-DSS violation costs 100x more than a site-wide license. We provide verifiable ROI through data loss prevention at the prompt level."
The Dev AI Privacy Gap
Credential Spillage
Developers frequently paste crash logs containing runtime keys into AI for debugging.
Infrastructure Leak
Engineering teams leaking internal IP ranges and architecture via AI coding assistants.
Proprietary Logic
Unchecked ingestion of enterprise codebase logic into public model training sets.
Raw Input: apiKey: 'sk-123456', db_url: 'postgres://user:pass@host'...
Sanitized: apiKey: '[SECRET_1]', db_url: '[URL_1]'...
Secure Dev AI Workflow
Enable high-performance AI without client data leaving your machine
Import Files
Upload documents locally into the PrivacyScrubber sandbox.
Local Masking
Identify and tokenize sensitive strings entirely within browser memory.
Analyze with AI
Submit sanitized prompts to ChatGPT or Claude for processing.
Reverse Scrub
Restore original values into the AI response locally for the final draft.
Protocol: The 5-Step Airplane Mode Audit
Don't trust us. Trust the laws of physics. Follow this audit procedure to verify zero-server PII sanitization for Dev workflows.
Load the tool: Open PrivacyScrubber.com in your browser.
Go Offline: Disconnect your WiFi or enable Airplane Mode. The site remains fully functional.
Process Data: Paste a sensitive dev document and run the scrubber.
Inspect Network: Open Developer Tools (F12) and check the 'Network' tab. Verify 0 requests were made.
Verify Local RAM: All dev identifiers stay in your transient browser memory—never stored, never logged.
DevOps, API & Server Logs Profile: Detection Coverage
Pre-commit clipboard shield for developers and SREs. Automatically redacts API keys, JWT bearer tokens, database connection URLs, and internal IP addresses.
Top 6 Engineering Sensitive Entity Types Detected & Scrubbed
Third-Party API Keys
Bearer Auth Tokens
DB Connection Strings
Internal IPv4 & IPv6 Addresses
Cloud Secret Access Keys
Private Server Hostnames
Continuous Detection Engine Expansion & Custom Regex Sovereignty
The 6 entity types above represent the core detection baseline for Engineering. Our zero-trust engine detects hundreds of additional data classes and is continuously updated with new heuristic patterns, shadow AI leak vectors, and custom regulatory rulesets. Need proprietary database IDs or internal project codenames masked? PRO and TEAMS users can define unlimited custom regular expressions running 100% locally in browser RAM.
How the PrivacyScrubber Engine Solves This
Interactive Tool Controls for Engineering. Hover for specs.
In-DOM Keystroke Secret Shield
The Browser Extension intercepts AWS credentials, JWT tokens, and database connection strings in real-time before ChatGPT sends.
- Engine WASM-Accelerated
- Privacy 100% Local RAM
- Security Zero-Server Leak
Local MCP Server for IDEs
Integrate @privacyscrubber/mcp-server directly into Cursor, Cline, and Claude Desktop for 0ms offline prompt masking.
- Engine WASM-Accelerated
- Privacy 100% Local RAM
- Security Zero-Server Leak
Pre-Commit Log Sanitizer
Sanitize production stack traces and server crash logs locally before pasting into AI debugging assistants.
- Engine WASM-Accelerated
- Privacy 100% Local RAM
- Security Zero-Server Leak
Engineering Compliance Library
Step-by-step redaction workflows for Engineering environments.
Sanitize JSON Payloads for Secure AI Processing
Sanitize complex JSON payloads offline. Remove PII from API responses and database dumps before passing them into AI coding assistants. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Cursor AI Privacy
Is Cursor AI safe for private repositories? Learn how to configure local MCP server data masking and .cursorrules to prevent source code, .env, and API key leaks to LLMs. Includes Flat-rate TEAMS pricing and Zero-server architecture.
GitHub Copilot Privacy
Write code safely with GitHub Copilot. Our local scrubber masks hardcoded customer PII and internal credentials from your prompts before cloud transmission. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Redact Jira Tickets & Bug Reports Before Pasting into ChatGPT
Sanitize Jira tickets, user stories, and crash dumps locally before debugging with AI. Redact internal endpoints, auth tokens, and customer PII in browser memory. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Mask Datadog Alerts and Logs Offline
Mask sensitive IPs and user tokens in Datadog alerts before AI root-cause analysis. Zero-trust local processing ensures no cloud leaks. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Redact Splunk SIEM Exports for Secure ChatGPT Threat Hunting
Redact Splunk logs and SIEM data locally before analyzing security incidents in ChatGPT. Tokenize public/private IPs, employee usernames, and domain hashes. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Cleaning Sensitive Prod Logs for AI Debugging
DevOps guide to redacting PII from production logs using custom regex before AI-driven root cause analysis. Includes Flat-rate TEAMS pricing and Zero-server architecture.
How to Sanitize Server Logs for AI Debugging
Protect emails, IPs, and user IDs in application logs before AI debugging. PrivacyScrubber runs 100% locally in browser RAM with zero network connections. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Secure AI Code Review
Before pasting code into AI tools, protect API keys, tokens, and environment variables automatically. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Local vs Server-Side AI Data Protection
Compare local browser-based PII protection with server-side solutions. Learn why client-side tokenization is the safest choice for secure enterprise AI. Includes Flat-rate TEAMS pricing and Zero-server architecture.
GitHub Copilot PII Leakage
GitHub Copilot sends your code context to OpenAI. Learn which PII is at risk when developers use Copilot with real data in files. Includes Flat-rate TEAMS pricing and Zero-server architecture.
How to Protect Internal API Keys & Project Codes from AI
Developers pasting logs into ChatGPT accidentally leak proprietary internal IDs, custom UUIDs, or API keys that standard PII tools miss. Includes Flat-rate TEAMS pricing and Zero-server architecture.
AWS Secret Key Redaction for AI Tools
Redact AWS access keys and cloud credentials locally before using ChatGPT. PrivacyScrubber runs fully offline in your browser to prevent security leakage. Includes Flat-rate TEAMS pricing and Zero-server architecture.
JWT Token Redaction
Learn how to automate JWT token redaction and API key scrubbing before pasting code or logs to AI debuggers. Keep credentials local. Includes Flat-rate TEAMS pricing and Zero-server architecture.
GitHub Token DLP
Locally redact GitHub personal access tokens from code snippets before querying LLMs. PrivacyScrubber runs offline in your browser to prevent credential leaks. Includes Flat-rate TEAMS pricing and Zero-server architecture.
NPM PII Redaction SDK
Integrate the PrivacyScrubber NPM SDK (@privacyscrubber/sdk) into your Node.js, Next.js, and RAG pipelines. 100% in-memory, zero-trust PII redaction at <1ms execution latency. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Node.js PII Masking Workspace
Deploy a zero-trust Node.js local PII redaction engine. No cloud proxies, no third-party APIs, fully offline GDPR and HIPAA compliance. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Python PII Masking Workspace vs Client-Side Sanitization
Most developers look for a Python PII masking workspace library, but shifting redaction to the client-side browser is far more secure. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Transparent OpenAI Client PII Redaction Wrapper for Node.js & TypeScript
Learn how to wrap your OpenAI client in one line of code to automatically sanitize sensitive prompts in local memory before cloud transmission and restore completions in real-time. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Microsoft Presidio Alternative for JavaScript & Node.js
Compare Microsoft Presidio's 500MB Python Docker container with PrivacyScrubber's 180KB zero-dependency JavaScript SDK for sub-millisecond in-memory PII de-identification. Includes Flat-rate TEAMS pricing and Zero-server architecture.
De-Identifying Text for Vector Databases
Learn how to sanitize document chunks prior to vector embedding generation to prevent permanent PII storage in Pinecone, Chroma, and pgvector while complying with GDPR Article 17. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Prevent LLM Data Poisoning via PII Injection
Protect your agentic workflows and fine-tuning pipelines from data poisoning attacks. How local PII stripping prevents malicious prompt injection payload extraction. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Cursor MCP Server Security
Learn how to securely connect Claude Code and Cursor to your enterprise database using the PrivacyScrubber Local MCP Server. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Building Secure MCP Servers with Zero-Trust Sanitization
Developers building internal MCP servers to expose databases to Claude Code risk massive PII leaks. Learn how to inject a ZTDS layer inside the MCP response pipeline. Includes Flat-rate TEAMS pricing and Zero-server architecture.
GitHub Copilot and Code Privacy
GitHub Copilot suggests code by processing your files. Learn how to prevent API keys, database credentials, and proprietary code from leaking to GitHub servers. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Jira & ServiceNow Ticket Scrubbing for Secure AI DevOps
Learn how to implement zero-trust ticket scrubbing for Jira and ServiceNow. Strip passwords, API tokens, and internal database logs before sending to AI debugging tools. Includes Flat-rate TEAMS pricing and Zero-server architecture.
How to Write Custom Regex Rules to Mask Internal Corporate Data for AI Workflows
Learn how to construct proprietary regular expression profiles in PrivacyScrubber PRO. Protect internal project names, database codes, and custom IDs from AI leakage. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Cursor & AI IDE Privacy
Protect production secrets, credentials, and customer data in Cursor, Windsurf, and Claude Code. Integrate local stdio MCP sanitization before LLM context ingestion. Includes Flat-rate TEAMS pricing and Zero-server architecture.
DeepSeek Chat & Coder Privacy
Secure DeepSeek-R1 and DeepSeek-V3 workflows for enterprise developers. Strip IP addresses, authorization tokens, and PII from stack traces in browser memory. Includes Flat-rate TEAMS pricing and Zero-server architecture.
Compare Edition Features
From individual use to corporate rollout, choose the level of control your organization requires.
| Core Capabilities |
Free
Web Only
|
PRO
$15/mo or $110 Lifetime
|
TEAMS
$99/mo
|
ENTERPRISE
Custom Tier
|
|---|---|---|---|---|
| 100% Local Processing (Airplane Mode) | ||||
| Text Paste & Single File Docs | Max 5k chars | UNLIMITED | UNLIMITED | UNLIMITED |
| Batch Processing & Background OCR | — | |||
| Custom Regex & Specific Redaction Rules | — | |||
| Chrome Extension Native App | — | |||
| Silent Corporate Deployment (MDM) | — | — | ||
| Policy Control Center & Enforcement | — | — | ||
| On-Premise Source Code License | — | — | — | |
| 100% Air-Gapped Operation | — | — | — | |
| Dedicated GRC Support | — | — | — | |
| Try Free | Details | Deploy TEAMS | Enterprise Hub |
Dev Technical Compliance Library
Deep architectural mapping of Zero-Trust Data Sanitization (ZTDS) controls to industry-specific regulatory standards.
Zero-Trust Verification Signature
The above technical controls are enforced deterministically by the PrivacyScrubber Local Engine. All redaction cycles generate zero server-side telemetry, satisfying global data residency requirements for Dev institutions.
Frequently Asked Questions
Common questions about deploying zero-trust AI for Engineering Teams.
Can it sanitize application logs and crash dumps?
Does this store any data on your servers?
How does the 'Airplane Mode' verification work?
Can I use this with custom internal identifiers?
Zero-Trust Sanitization Verified
100% GDPR, HIPAA & CCPA compliant. All PII processing occurs locally in browser RAM.