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Self-improving AI agent infrastructure in pure Rust: kernel, memory and inference you own1-10 Employees
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Self-improving AI agent infrastructure in pure Rust: kernel, memory and inference you own
Zero Day Labs is a proprietary AI and systems lab building the operating layer for autonomous AI agents.

Our core product, agi-core, is a portable Rust kernel in which intelligence lives in memory rather than in prompts and pipelines. Agents learn from experience, forge and hot-load their own tools at runtime, keep every run as an inspectable goal graph, and recover from failures by reasoning instead of hardcoded retry logic. The kernel ships with a persistent memory engine (UIDE: tagged records with embeddings and vector search), a multi-backend inference router, a peer-to-peer mesh for agent fleets, and a tiered evaluation harness on every build.

The stack runs on llamars, our pure-Rust inference engine with a GPU-resident Metal graph that outperforms llama.cpp on prompt prefill and generation throughput, for text and multimodal models. With zero third-party runtime dependencies and no Python, the whole system deploys on-prem, at the edge or fully air-gapped: agent infrastructure that enterprises and governments can own outright.

Alongside the runtime we build developer surfaces: Forge IDE (an AI-native code editor), Agent Studio (a native macOS visual workflow IDE) and a real-time WebAssembly agent dashboard.

Zero Day Labs FZE was incorporated on 27 March 2026 in the Umm Al Quwain Free Trade Zone, United Arab Emirates. The company is founder-built and bootstrapped, with ten shipped in-house products, and targets sovereign AI programmes, financial services and industrial operators as its first verticals.
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