CloakBot — A privacy-first AI assistant that sanitizes your prompts locally with a local LLM before forwarding to remote LLM APIs.
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Jun 4, 2026 - Python
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prompt-sanitization
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Privacy-first prompt sanitization. Fully local. Zero cloud calls. Fast, smart, and built for real-world AI workflows.
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May 22, 2026 - Python
Organizational Cognitive Telemetry (OCT) — a system for capturing sanitized AI interaction telemetry to identify cognitive friction, knowledge gaps, and usage patterns across an organization, without storing sensitive content or individual identities.
observability ai-safety pattern-detection privacy-by-design least-privilege data-minimization responsible-ai ethical-ai human-ai-interaction ai-observability ai-governance enterprise-ai context-management ai-architecture telemetry-systems knowledge-gaps organizational-telemetry prompt-sanitization cognitive-friction insight-systems
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Jan 7, 2026
Prompt injection detection and sanitization for LLM applications
security typescript ai ai-safety active-project llm prompt-injection llm-security prompt-sanitization
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Mar 29, 2026 - TypeScript
Pokrov.AI is a self-hosted, security-first Rust proxy that sits between AI agents and LLM/MCP providers, sanitizing JSON payloads, enforcing deterministic allow/mask/redact/block policies, and emitting metadata-only audit logs to prevent secret and PII leakage.
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Apr 13, 2026 - Rust
Provides a GUI based prompt sanitizer geared toward audiences who prefer to copy-paste content between their own local devices and whatever cloud based LLM they are using.
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Jun 4, 2026 - Java
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