Research papers
Professional research from Shivani Sisodiya, Founder & CTO of Shivani AppForge Studio, on AI in software operations, frontier models, and agentic enterprise systems.
Software operations
Research by Shivani Sisodiya
An interactive research report on dual-engine AI review, attention dilution, and agentic gating in pull-request analysis, with architecture models, SWE-PRBench charts, and an operational roadmap.
Read paper →Enterprise frontiers 2025–2026
Research by Shivani Sisodiya
An interactive research report on model evolution, MCP versus A2A protocols, token-footprint economics, agent runtimes, and a six-stage path from demand validation to enterprise operations.
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