PAPERS, TOOLS & FRAMEWORKS
Publications on AI agent reliability, governance, and diagnostic infrastructure.
PAPERS & WHITEPAPERS
The Case for a Global Agent Identity Regime
Proposes a three-layer global framework for governing AI agents as economic participants: a universal identity protocol modelled on ICAO passports, a health attestation regime modelled on the WHO Yellow Card, and a supranational governance body with treaty-level authority. Argues that India is uniquely positioned to champion this framework.
The Agent Reliability Gap
Analysis of diagnostic coverage gaps in enterprise agent deployments, with anonymised failure scenarios and a diagnostic maturity model.
TOOLS & FRAMEWORKS
AgentDoctor
Framework-agnostic diagnostic SDK for detecting failure pathologies in AI agent systems. Seven pathology detectors, three framework parsers, MIT licence.
Soon
Anmol Parimoo
Founder of MLDeep Systems, an AI and data consulting firm specialising in agent reliability, data engineering, and infrastructure as code. Creator of AgentDoctor.
