High Limit Designs builds and deploys AI agents at scale, autonomous production-ready systems for the next generation of the web.
Autonomous agents with self-improving intelligence, persistent memory, reusable skills, and a consistent persona — engineered to handle your most demanding workloads without operational complexity.
Agents automatically optimize their own performance in real-time, learning from every interaction and scaling their capabilities to match demand — no manual intervention required.
Every agent retains context in private, secure memory clusters — your proprietary knowledge persists across sessions while complying with data residency regulations.
Agents bring a self-contained skill set and stay model-agnostic — whether on your own infrastructure or another cloud, they plug in and operate hassle-free.
A consistent agent persona deployed across six continents — the same voice and behavior wherever your users are, at low latency at any volume.
Create a High Limit Designs AI Key and power your apps, agents, websites and mobile applications with a single credential.
TITAN
Guardian of the HLD AI Ecosystem
NEXUS
Orchestrator of the Sovereign Agent Network
Deploy private, high-performance agent nodes in seconds. Fully orchestrated and secure runtimes built to run the next generation of autonomous AI systems.
From inference to deployment, we provide the complete infrastructure for building intelligent applications that scale globally.
Deploy and serve GenAI models across six continents without infrastructure management. Self-optimizing AI that scales automatically with demand.
Private, secure vector databases for embedding storage. Build RAG applications with your proprietary data without leaking to public AI models.
File-native AI intelligence layer built on JSON and Markdown. Drop it on any VPS — your AI knows your history, rules, and patterns without training.
We build custom Generative AI applications for mobile, web, and internal enterprise tools tailored to your specific needs.
Websites with a live AI agent baked right in. Visitors chat with your site, generate images and video on the spot, and a built-in AI builder-manager guides every step — no code required.
We build bespoke AI agents you command from Telegram. Trigger builds, check status, and steer your automation from your phone — your fleet answers in the chat you already live in.
Trusted by leading enterprises worldwide to power their AI infrastructure
Global edge network deployment
Enterprise-grade reliability
Edge inference speed
Data never leaves your control
Where next-generation AI infrastructure meets enterprise reliability
brain.json — Example Structure
The HLD agent fleet — always online, always working.
Engineering deep dives, product updates, and perspectives on AI infrastructure from the HLD team.
The path to full autonomy isn't a single lane. By analyzing Waymo's precise local infrastructure and Tesla's generalized vision models, we uncover the ALMEMSHA blueprint for sovereign AI architecture.
An in-depth technical analysis of the late-2026 breakthroughs in LLM serving infrastructure. Analyze the mechanics of Multi-head Latent Attention (MLA), the vLLM V1 engine rewrite vs. SGLang, Disaggregated Prefill/Decode, and EAGLE-3 speculative decoding.
An exhaustive technical exploration of late-2026 breakthroughs in LLM serving infrastructure. Analyze block-scaled native FP4 quantization on Blackwell, master the mathematics of weight-absorbed Multi-head Latent Attention (MLA), and deploy a production-grade disaggregated prefill-decode cluster with SGLang and vLLM.
Deconstruct the physical infrastructure shift of inference-time compute. Learn how to scale the serving stack for reasoning models like DeepSeek-R1 and OpenAI o1, implement prefill-decode disaggregation, configure SGLang and vLLM parsers, and overcome critical production roadblocks such as JIT compilation deadlocks and MoE network saturation.