Engineering & Systems Research
The KlecherAI Journal
Architectural breakdowns on context-isolated intelligence, sub-50ms REPL execution, and sovereign Indian compute infrastructure.
Security & Architecture 6 min read
The Architecture of Context Isolation: Why Shared Memory is a Security Vulnerability
How multi-tenant LLM environments bleed confidential prompts across sessions, and how Hathi provides deterministic cryptographically enforced memory boundaries.

Aditya & KlecherAI Research
Founding Engineering Team

Recent Publications
3 articles published
Engineering & Compiler5 min read
Sub-50ms REPL Sandboxes: How Shikra Executes Code Without Latency Penalties
A deep dive into lightweight micro-VM containerization, instantaneous TypeScript runtime compilation, and local tool execution.
Shikra Engine Team
Research & Grounding7 min read
Saaras Citation Trees: Tamper-Evident Academic & arXiv Evidence Traversal
Building verifiable research graphs with DOI verification, PubMed grounding, and automated BibTeX formatting.
Saaras Lab
Finance & Economics4 min read
Sovereign Token Key Architecture: Eliminating Silent USD Foreign Exchange Drag
Why Dollar-denominated AI APIs fail Indian developers, and how Garud provides dynamic spend ceilings with UPI auto-pay.
Garud Finance Team