AI inference gateway — multi-provider LLM routing, local model serving, speech-to-text, and token budget management
Programmatic nftables firewall — network policy, NAT, port mapping, and service access control for AGNOS
Itihas — structured world history: civilizations, eras, events, historical figures, and calendar metadata
Phylax — AI-native threat detection engine
Emotion and personality engine — trait spectrums, mood vectors, archetypes, behavioral mapping
Jyotish — astronomical computation engine for planetary positions, calendar systems, and celestial event prediction
Sandbox execution framework — backend abstraction, strength scoring, policy engine, credential proxy, and audit hooks
Kiran — AI-native game engine for AGNOS
AI-native Rust media framework — container parsing, audio/video decoding, codec bindings, media analysis
Provider-agnostic AI orchestration framework
AI-native screenshot capture, annotation, and redaction library for AGNOS
MCP security monitor — tool call auditing, rate limiting, injection detection, and anomaly analysis
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