Matterhorn will introduce a new vibecoding tool for Web3, in partnership with the AI infrastructure project ASI Alliance. Matterhorn also aims to increase security and avoid smart contract mistakes.
Matterhorn, the producer of an integrated development environment (IDE) for vibecoding, will partner with ASI Alliance, a group of top AI infrastructure projects like SingularityNET, Fetch.ai, and CUDOS. The announcement arrived just as Fetch.ai prepares to join the SoCal Startup Week, a hub of AI development ideas.
Coming up: @Fetch_ai Innovation Lab x SoCal Startup Week 🚀
Join our https://t.co/qzg3riI6Y0 Innovation Lab team, @AnthropicAI and thousands of builders during SoCal Startup Week for the @claudeai Hackathon + @nexussocal Horizons Conference 🔥
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— Fetch.ai Innovation Lab (@fetch_ai_IL) April 9, 2026
The main goal of Matterhorn is to bring safe vibecoding with additional safety for on-chain environments. As vibecoding spread, the software built through natural language prompts became mainstream.
In the Web3 space, however, AI-generated smart contract code carries real financial risk, with few viable protection tools.
Matterhorn and the ASI Alliance are building infrastructure to allow vibecoding while bridging the security gap. Developers can build and ship dApps, with built-in audits, using a fully decentralized stack.
Web3 already hosts vibecoded projects
Generating dApps with prompts is widespread, with Matterhorn estimating that dozens of tools are available. The downside is the need for protection and audits that come after the app is produced.
Additionally, there aren’t many AI platforms that specialize in generating viable smart contract code. This is where Matterhorn comes with specialization, DePIN infrastructure, and launching apps in the environment of ASI Alliance.
Matterhorn will enable Vibe-Audit, its proprietary system with custom-trained AI models and a human-in-the-loop review. The project will offer pre-vetted app templates and additional specialized guardrails. The Web3 vibecoding possibilities will use the MeTTa native programming language of the ASI chain.
“We’re at the beginning of a world where dApps become ‘just Apps’, commonplace like the websites and apps we use today,” said Abhinav, Founder of Matterhorn.
“Every other tool in this space is racing to ship code faster. We think that’s the wrong race. The builders who build dApps that handle real money and real users need a platform they can trust, and this partnership is how we build it.”
Khellar Crawford of SingularityNET added that Web3 would always be open to AI in the end as the ultimate power user. He believes in the AGI-era software stack, integrating the security, ownership and transparency of on-chain activity, with the added convenience of consumer-grade functions.
“In this world, payment APIs like Stripe sit next to smart contracts, explicit reasoning systems, decentralized compute, and agentic workflows. On ASI:Chain via Matterhorn, with AGI inference as a first-class citizen, we’re opening the floodgates to building applications that are fundamentally more intelligent, more composable, and more sovereign,” said Crawford.
Matterhorn targets 20,000 builders by year’s end
Matterhorn has set the goal of 20,000 builders onboarded by the end of 2026. The project’s roadmap includes a fine-tuning pipeline based on real developer usage data, built into the models of the ASI Alliance. This will allow for more specialized blockchain development over time.
The end goal is to build a unified environment to build and audit apps using the existing DePIN infrastructure.
The integration is already live on ASI Chain devnet for testing. Matterhorn expects 1 million model calls and 500 active compute instances in the first quarter.
