vjra.us

Research Library

Reference material, frameworks, and archived reading behind the projects on vjra.us — kept here for the next time it's needed.

AI in Product & Leadership

How Meta Is Reinventing Product Management

The Skip · Nikhyl Singhal Substack Meta replaced documentation with AI agents — enabling PMs to focus on strategic judgment over process management

Tools & Frameworks

Superpowers — Agentic Skills Framework for Coding Agents

github.com/obra Open Source Composable skills that activate across Claude Code, Cursor, Copilot — structured workflows from design through deployment

Agentic AI: A Complete Framework

Reference Diagram Archived Nested-layer map from AI & ML through Deep Learning, Gen AI, AI Agents, to Agentic AI — governance and guardrails as a first-class layer

Responsible AI & Security

FAQ: Responsible AI and LLM Security

Reference FAQ Archived Guardrails, the CIA risk model applied to LLMs, real-world failure examples, and layered mitigation strategies

Industry Research

2026 Global Semiconductor Industry Outlook

Deloitte Insights 11-min read 05 February 2026