Expert guides on PII redaction, token optimization, EU AI Act compliance, and building secure AI workflows.
Copilot's context window fills up fast — and 60% of what you're sending is noise it ignores anyway. Here's the two-minute fix: redact secrets and squeeze tokens right inside VS Code and the CLI, before Copilot ever sees your code.
Stop leaking API keys and PII into version control. The CleanMyPrompt CLI scans, redacts, and compresses files before they ever touch your codebase — with git pre-commit hooks, CI/CD support, and SARIF output.
Token costs add up fast. Here's a concrete, measurable approach to compressing prompts and code context before you send them to any LLM — using the CleanMyPrompt CLI and VS Code extension.
Every time you paste code into GitHub Copilot Chat or send context via Copilot, you might be sending API keys and PII with it. The CleanMyPrompt VS Code extension fixes this silently, right in your editor.
A practical May-August 2026 checklist to reduce legal and security risk when employees use AI prompts with personal or sensitive data.
Practical strategies for reducing token usage and formatting prompts for Anthropic's Claude models — covering context window management, cost optimization, and input structuring.
How to safely extract text from scanned PDFs and images before sending to AI — using browser-based OCR that never uploads your files.
How to clean, format, and sanitize JSON and CSV datasets before using them for LLM fine-tuning or few-shot prompting — with practical examples.
How to design a data loss prevention pipeline that catches sensitive data before it enters ChatGPT, Claude, or any LLM — without blocking productivity.
Need shared redaction rules, audit logs, and compliance reporting for your team?
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