Architecting the Next Generation of Intelligent Systems.
Virtbricks is an applied AI research and engineering lab. We build proprietary products and partner with enterprises to ship production-grade AI infrastructure.
We don't just advise on AI.
We ship it.
Most companies are stuck in the "chat demo" phase. Virtbricks operates as a deep-tech engineering partner, helping you bridge the gap between a prototype and a deployed, secure, and revenue-generating AI system.
We are the team behind Sysnav.ai and Sprintra.io. We bring that same product-grade rigor to your custom challenges.
Custom Model Engineering
We move beyond API wrappers. We fine-tune open-weight models on your private data to create domain-specific intelligence that you own — deployed on your cloud or on-prem.
Agentic Systems
We build autonomous agents that can plan, reason, and execute complex workflows. We use the same safety-first architecture that powers SysNav's Agent Mode.
AI Infrastructure
AI is only as good as the system it runs on. We architect the vector databases, evaluation pipelines, and GPU clusters required to run models at scale with <100ms latency.
Engineers, not Consultants.
Virtbricks started with a simple observation: existing AI consultancies were delivering slide decks, while engineering teams needed working repositories.
We are a small, high-density team of systems architects, ML engineers, and product designers based in Belmont, CA. We treat every client engagement like a product launch — focusing on stability, scalability, and measurable impact.
Ship to Learn
We believe the only way to validate an AI hypothesis is to put it in front of users.
Own Your Weights
We advocate for clients to own their models and data, rather than renting intelligence forever.
Systems over Models
A great model in a bad system fails. A decent model in a great system changes the world.
Born in the Lab.
We validate our research by building our own products.
Sysnav.ai
PRIVATE BETAThe Intelligent Cockpit for DevOps & SREs.
The first terminal that understands your infrastructure. Debug production in seconds, not minutes. Security by design — SSH keys stay local.
Explore commands and debug infrastructure with AI — without executing anything.
Autonomous execution that investigates errors, traces signals, and proposes fixes — not just commands.
SSH keys never leave your device. PII redaction engine scrubs context before reaching any AI provider.
HOLD ON. This script triggers a full restart of the primary database.
Analyzed deploy_config.yml: You have a blue/green strategy configured.
Did you mean to run: ./switch_traffic.sh?
Sprintra.io
LIVEAI Project Companion for Vibe Coders.
Your AI forgets. Sprintra remembers. Persistent memory, architectural discipline, and full SDLC traceability for every AI coding session.
Features, decisions, architecture — survives across sessions, token limits, and IDE switches.
17 consolidated MCP tools with 8 AI personas. Works with Claude Code, Cursor, Windsurf, and any MCP-compatible agent.
Architecture Decision Records linked to features, sprints, and commits. AI reads them before writing code.
Engagement Models
We engage via structured protocols designed to deliver specific engineering outcomes.
01. The Sprint
Rapid prototyping to validate technical feasibility.
- Working MVP Repository
- Key Hypothesis Validated
- Architecture Roadmap
02. Deep Build
Full-cycle engineering. We become your fractional AI team.
- Production-Grade Infrastructure
- Full Test Coverage & CI/CD
- Team Handoff & Training
03. System Audit
Forensic analysis of existing AI/Cloud systems.
- Security & Threat Model
- Code Quality Review
- Remediation Plan
From the Lab to Production
Real impact from our own products — built with the same engineering rigor we bring to client work.
Sysnav.ai
The Problem We Solved
DevOps and SRE teams spend hours grepping through logs during incidents. Traditional terminals are passive — they execute commands but don't understand infrastructure context. Teams need an intelligent layer between them and production.
What We Built
A dual-mode AI terminal with real-time context awareness, PII redaction, and zero-trust security. Ask Mode for safe exploration, Agent Mode for autonomous incident resolution — all running locally with keys that never leave the device.
Sprintra.io
The Problem We Solved
AI coding assistants forget everything between sessions. Decisions vanish, architecture drifts, and projects reset to zero every morning. Teams using Claude Code, Cursor, and Windsurf had no persistent memory layer — what we call the "Vibe Hangover."
What We Built
An MCP-native project companion with 17 consolidated tools, decision traceability, session replay, and AI governance. It gives AI agents persistent memory — features, stories, ADRs, and sprint context that survive across sessions and IDE switches.
Start a Project
Tell us about your AI challenge. Whether you're building from scratch or scaling existing systems, we're here to help engineer production-grade solutions.
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