The Agentic Foundry

Nidavai

Jyotendra's personal AI forge

Named after Nidavellir — the neutron-star forge from the Marvel Universe where the cosmos's most powerful weapons were crafted. Like its namesake, Nidavai is a place of creation: a platform to forge, host, and orchestrate specialized autonomous AI agents.

The Forge

Meet the Smiths

Twelve specialized agents and tools — each a distinct Gem in the forge.

LangChain

Wong

The Librarian

Guardian of the Library Gem

Searches the archive, verifies books via Google Books, finds LibGen availability, and downloads new knowledge directly into the forge.

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CrewAI

The Coder

The Builder

Headless Python Developer

Plans, writes, and executes Python code in a sandboxed interpreter. Streams its thought process and output in real-time.

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CrewAI · 3 agents

The Debaters

The Philosophers

Proposer · Opposer · Judge

A three-agent crew that takes any motion, argues both sides with structured logic, and delivers a reasoned verdict.

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CrewAI · 3 agents

The Traveller

The Navigator

Strategist · Local Expert · Budget Analyst

Gathers your trip brief through a consultant chat, then deploys three specialists to build a full itinerary, accommodation picks, and cost breakdown.

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LangGraph

The Evaluator

The Auditor

Autonomous browser + self-review loop

Browses the real internet with a headless browser, executes tasks, and self-grades its output against user-defined success criteria.

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CrewAI

The Analyst

The Data Sage

Natural language → SQL → Insight

Upload a CSV, ask a business question in plain English. Writes and executes DuckDB SQL under the hood, then explains the result.

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Game

Pianist

The Music Game

Learn to read music notes interactively

Renders musical notation via VexFlow and tests your ability to identify the correct note on a virtual piano keyboard.

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Game

Spelling Bee

The Word Game

Anagram puzzles to build vocabulary

A vocabulary game that scrambles words and challenges you to unscramble them — fast, fun, and effective for building word power.

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D3.js

Holocron

The Knowledge Graph

Explore the Star Wars universe, interactively

A full-page D3 force-directed graph of the interconnected Star Wars universe — own chrome, no shared nav, built for deep exploration.

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Game

Number Rush

The Duel

Two-player single-mouse number hunt

A fast-paced two-player duel sharing one mouse — race to tap the right numbers before your opponent does.

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Game

Word Hunt

The Letter Grid

Chain adjacent letters to spell hidden words

A colorful Boggle-style grid — tap adjacent letters to spell words, score by length, and fill a 5-star meter across leveled grid sizes.

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Game

Anagram Hunt

The Sub-Word Finder

Find every 2, 3, 4+ letter word hiding inside a bigger word

Given one big word, hunt down every smaller word hidden inside it — curated word lists, graded difficulty, and instant feedback.

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Infrastructure

Architecture

Hybrid cloud — Next.js on Vercel, FastAPI on Render, Supabase for finance data.

System Diagram

Frontend

Next.js 16React 19TypeScript 5Tailwind CSS v4Turbopack

Backend

FastAPIPython 3.12UvicornSQLAlchemyAPScheduler

AI / Agents

CrewAI 1.2LangChain 0.3LangGraphOpenAI GPT-4oLangSmith

Data & Storage

PostgreSQLDuckDBSupabaseGoogle Drive API

Infra & Tools

VercelRenderPlaywrightVexFlowRecharts
Progress

What's Been Built

From a book library to a full agentic platform — the forge has been busy.

Library Gem

Digital book archive with PostgreSQL, Google Drive sync, automatic background scanning, and AI-powered metadata extraction.

Wong — The Librarian

LangChain-native conversational agent for book search, identity verification via Google Books, and acquisition via LibGen.

The Forge — First Crews

Coder, Debater, and Traveller as CrewAI multi-agent crews with real-time SSE streaming to the frontend.

The Evaluator

LangGraph stateful agent with headless Playwright browser for autonomous task execution and self-graded output.

The Analyst

Natural language → DuckDB SQL pipeline. Upload CSVs, ask business questions, get plain-English insights.

Pianist & Spelling Bee

Two interactive learning games built with VexFlow (music notation) and custom anagram game logic.

Zero by 2030 / DebtZero

Full personal finance sub-app: debt payoff simulation, insurance tracker, cash flow analysis, and monthly accountability streaks — powered by Supabase.

Holocron

A full-page D3 force-directed knowledge graph of the Star Wars universe — own chrome, no shared nav.

Number Rush, Word Hunt & Anagram Hunt

Three more kids' games: a two-player single-mouse number duel, a colorful adjacency-chain letter grid (replacing the old fill-in-the-blank crossword), and a sub-word finder.

What's Next

Roadmap

The forge keeps burning.

Agent Memory

planned

Long-term memory via vector databases (Pinecone / pgvector) so agents remember past sessions, debates, and creations.

Multi-User Auth

planned

OAuth-based authentication so users can have private vaults, personal agent histories, and isolated finance data.

Sandboxed Execution

planned

Move the Coder agent to a strictly isolated container (E2B or similar) for production-grade security.

More Agents

exploring

Researcher, Summariser, and domain-specific agents as new Forge Gems — the anvil is still hot.