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panaversity
Designs AI-assisted learning experiences using the Three Roles Framework (Teacher/Student/Co-Worker) for teaching AI-driven development workflows and spec-first collaboration.
panaversity
Generates measurable learning outcomes using Bloom's taxonomy and CEFR levels, ensuring specificity and testability for curriculum development.
panaversity
Configures OAuth 2.1 and OIDC authentication with Better Auth MCP for centralized SSO, Next.js clients, and token management.
panaversity
Creates educational illustrations and diagrams using Gemini AI via browser automation with quality control, specifically for technical content creation.
panaversity
Builds AI agents with Google's ADK, featuring Gemini integration, multi-agent workflows, and Vertex AI deployment.
panaversity
Guides developers in building ChatGPT custom applications with interactive widgets, MCP server setup, and response metadata using the Apps SDK and FastMCP.
panaversity
Manages Nx monorepo workspaces, including dependency analysis, affected command execution, code generation, and build optimization for AI-native development.
panaversity
Plans and structures educational books using cognitive load management and pedagogical best practices for progressive learning.
panaversity
Provides AI-powered repository analysis and RAG-based Q&A for open-source codebases on GitHub, GitLab, and Bitbucket.
panaversity
Automates extraction and routing of session learnings to organizational knowledge systems, transforming one-time fixes into permanent codebase improvements across multiple files.
panaversity
Reviews technical writing to enhance accessibility, reduce jargon, and eliminate gatekeeping language for broader audience clarity.
panaversity
Generates rigorous MIT PhD-level qualifying exams from Markdown/Obsidian notes for educational assessment and study purposes.
panaversity
Validates Claude skills against production-level quality criteria, providing scores and recommendations for structure, documentation, and technical robustness.
panaversity
Automates generation of MIT-standard certification exams in DOCX format for chapters or parts, saving to assessments directory.
panaversity
Builds AI agents using OpenAI's Agents SDK and LiteLLM for multi-model support, including tool implementation and agent handoffs.
panaversity
Provides a structured debugging methodology emphasizing root cause analysis, pattern recognition, and hypothesis testing to resolve technical issues efficiently.
panaversity
Optimizes AI agent context capacity to overcome limitations, reduce costs, and improve performance in long-running systems.
panaversity
Evaluates UI components against UX best practices using a 3D framework (Position, Visual Weight, Spacing) aligned with Nielsen heuristics and Balsamiq standards.
panaversity
Builds AI chat interfaces with custom backends, authentication, and context injection for seamless integration with AI agents.
panaversity
Automates browser interactions including navigation, form filling, element clicking, and data extraction for web scraping and UI testing.
panaversity
Deploys and manages Kubernetes clusters across multiple cloud providers, covering cluster setup, networking, and cost optimization.
panaversity
Designs progressive learning sequences using Bloom's taxonomy and CEFR levels to build foundational knowledge step-by-step while managing cognitive load.
panaversity
Configures production traffic engineering for Kubernetes with Envoy Gateway, Gateway API, and KEDA for ingress, routing, rate limiting, and LLM traffic management.
panaversity
Builds persistent memory systems for AI agents using Mem0, claude-mem, or custom solutions for conversation memory, preferences, and contextual recall.