Building, at Dirmacs
Building
Dirmacs is the company I founded in 2024. We build reliability infrastructure for AI agents: systems that keep track of what an agent knows, where it came from and how sure it is. We’re a team of four in Hyderabad, DPIIT-recognized and bootstrapped. The research asks whether claims can be checked; Dirmacs builds the tools that make checking possible.
Eruka
A governed knowledge store for AI agents.
My idea, design and build.
Every fact enters through one write gate carrying one of four epistemic states and a timestamp; evidence is append-only, and conflicting writes are logged for review.
EekvulActive now
An analysis engine whose findings carry their confidence.
My idea, design and build.
Ongoing research: see the Eekvul entry on the Research page.
ARES
An open-source agent harness in Rust.
Principal architect: Baalateja Kataru. I contributed to the architecture.
Tool calling, retrieval, MCP, and support for many model providers. The harness the systems run their agents on.
Haimdall
A model gateway: one API across providers, with automatic failover.
Built by the Dirmacs team.
The token gateway behind the platform: one API across model providers, priced in rupees, with UPI payment and GST invoicing.
Vision
The goal behind both is access. Institutions have analysts, data and tools to check what they’re told; most people don’t, and many methods are kept private. Eekvul produces analysis anyone can run, with every finding stating what it rests on. Eruka governs what enters the knowledge AI systems use. Together, they’re meant to let people look for the evidence behind a claim before they judge it.
Code
The Dirmacs repositories, 25 public and mostly Rust, live under github.com/dirmacs. My research code is at github.com/suprabhatrapolu.