Building — Nikhil

Currently Building

What I'm building now

Led by my most ambitious build to date — plus a family of AI-developer products united by one thesis: context is the connective layer. Each is a real, open repo — click any to go deep.

Active & shipping

★ Flagship · Most ambitious

AI Opportunity Intelligence Platform

An autonomous intelligence system that watches the entire AI ecosystem 24/7 and turns raw signals into validated, scored, actionable opportunities — my most ambitious build to date.

“Discover AI trends before everyone else. Validate the opportunity. Build faster.”

ActiveAutonomous market intelligence

10-dimension trend scorecards

Every trend is scored on a consistent rubric — business, developer, and creator value, SEO, monetization, competition, risk, difficulty, and predicted lifetime — so you compare opportunities objectively.

Executable action plans

Each opportunity ships with concrete ideas: keywords, product names, target audiences, pricing, and a suggested tech stack — a starting point, not just a headline.

Autonomous ingest pipeline

ingest → dedupe → cluster → score → embed → deliver, running continuously on a BullMQ scheduler across six live connectors — no human in the loop.

Dual keyword + semantic search

PostgreSQL full-text search for precision plus pgvector cosine similarity for semantic discovery of related and emerging trends.

Building

ContextOS

The context & governance OS for AI-assisted engineering teams — persistent shared memory across every tool, agent, and teammate.

AI developer workspace

Building

Codebase Intelligence

Deep, queryable understanding of any codebase — grounded answers with citations, living docs, and impact analysis, over API + MCP.

Codebase understanding

Active

MCP Server Generator

Turn any API into a production-ready, well-described MCP server in minutes — secure-by-default, not a toy.

MCP tooling

Building

Agent Monitoring Platform

Datadog for AI agents — trace every trajectory, score quality, attribute cost-per-task, and catch failures before customers do.

Agent observability

Building

AI Project Bootstrapper

Spin up production-grade, AI-ready repositories in minutes — auth, billing, CI, observability, and agent-context files pre-wired.

AI app scaffolding

Building

System Design Assistant

Your AI co-architect — interactive system design, diagrams, ADRs, and tradeoff analysis grounded in your codebase.

AI co-architect

Planned

Agent Marketplace

A curated, monetized marketplace for AI agents, MCP servers, and workflows — security-reviewed, with creator revenue share.

Marketplace

Building

DocsHub

A documentation & knowledge SaaS — technical docs, setup guides, an AI-tools directory, and a blog. Reading-first, free + premium.

Documentation & knowledge SaaS