LLM-powered security log analyzer: detect threats & anomalies with zero regex — just declare a Pydantic schema. Real-time Telegram alerts, SIEM-ready with Elasticsearch/Kibana. Supports OpenAI, Ollama, vLLM.

MCP server that surfaces coherence, governance, and safety primitives: Wave/Bump validation, ATOM trail + gates, .context.yaml packing, AWI intent scaffolding, and docs/search across the SpiralSafe corpus.

A universal, cross-platform logging system for AI agents.

A powerful log management and compliance tool designed for IT professionals and enterprises. Centralized log collection, AI-driven analytics, GDPR, ISO 27001, and NIS2 compliance.

Protect LLM applications in real-time from injection, PII leaks, harmful content, hallucinations, and toxic outputs with minimal latency.

NLP-powered audit log summarization using spaCy + Python

A Python tool for parsing, normalizing, and clustering log messages using fingerprinting. Automatically groups similar error logs, tracks incidents, and analyzes root causes with LLMs