Get a grip on AI.
Open-source tools and consulting to help you build reliable, production-ready AI systems.
Open-source tools and consulting to help you build reliable, production-ready AI systems.
Open Source
Production-ready tools to help you build AI systems you can trust.
Multi-LLM fact-checking for AI-assisted content. Three AI models (Claude + ChatGPT + Gemini) independently verify your claims before you publish. Never post something you'll regret.
View on GitHub →Your personal AI operating system in a box. Pre-configured Docker stack combining AI agents with workflow automation — self-hosted and fully customizable.
View on GitHub →Research & Writing
Deep dives into AI architecture, agent design, and practical implementation from the field.
How practitioners stumbled onto the pattern that MIT CSAIL just formalized — and what we learned the hard way. Connecting RLMs to real-world agentic workflows, sub-agent orchestration, and multi-model validation.
Read on Medium →A deep analysis of three competing agent interoperability protocols — Model Context Protocol, Agent-to-Agent, and Agent Communication Protocol. Which one wins, and when to use each.
Read on Medium →Full technical walkthrough of building a parking assistant with MCP server integration, connecting Melbourne's 4,600+ parking sensors to AI agents via n8n and Slack.
Read on Medium →Services
From strategy to implementation — we help businesses harness AI effectively.
Tailored AI roadmaps that align with your business goals. We help you identify high-impact opportunities and avoid costly mistakes.
Design and build AI agents that actually work — with proper guardrails, fact-checking, and integration with your existing tools.
Connect AI to your business processes. From email triage to content pipelines — automate the repetitive, focus on the valuable.
Gripsy is the brainchild of Dr. Gaurav Caprihan — a Ph.D in AI (before it was cool), technologist, builder, and recovering perfectionist with 25+ years of shipping software that actually works. After watching one too many AI demos hallucinate their way into production disasters, he decided to stop complaining and start building. The result? Tools that make AI trustworthy enough to bet your reputation on.
Based in Melbourne, Australia. Building in public. Shipping open source.
Whether you want to use our open-source tools or need hands-on consulting — let's talk.
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