Amit Kumar — Production AI Agents, MCP Tools, and Automation Systems

I build production AI agents, MCP tools, self-hosted automations, and multi-agent workflows for founders and teams. My work focuses on agents that live inside real tools — Telegram, Slack, Discord, Postgres, Notion, CRMs, dashboards, and internal ops systems.
The stack I write and build with includes Hermes by Nous Research, OpenClaw, Claude Code, OpenAI, Anthropic, OpenRouter, Supabase, Next.js, Docker, Tailscale, and VPS deployments on Hetzner or DigitalOcean.
I still build in public on X / Twitter and publish practical AI-agent build logs and playbooks on Substack — what worked, what broke, and how I fixed it.

Start here for AI agents

Things I ship

Building now

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VidoTask

Turns your saved social content into an actionable plan.

You have hundreds of saved posts on Instagram, TikTok, LinkedIn. Be honest — when did you last open any of them?

87% — of saves are never opened again. Saving is not doing. Every time you hit save, your brain tricks you into feeling productive — but you've just moved the problem to a folder you'll never open.

Zero — structure in your saved list. A recipe, a workout, a business idea, a tutorial — all dumped in the same place. No next step. No context. No wonder nothing gets executed.

Today — not someday. VidoTask pulls from your Instagram, TikTok, and LinkedIn saves and converts them into steps you can actually act on — with structure, not a dump folder.

How VidoTask fixes it

Auto-import saves

Connect your Instagram, TikTok, and LinkedIn. VidoTask pulls your saved posts automatically — no manual entry, no copy-paste.

AI-powered task extraction

Each save gets analyzed and broken into concrete next steps. A recipe becomes a grocery list. A tutorial becomes a learning schedule.

Actionable plans, not bookmarks

Your saves become structured tasks with deadlines, priorities, and context. Finally, that saved post becomes something you actually do.

Try it out at vidotask.com — currently in active development.

Products I've built

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InvoBill

Live inventory, GST billing, accounting, attendance, and CRM platform for Indian SMBs.

LaunchSuite.tech

SaaS boilerplate MVP for founders, launched for speed-to-revenue.

Index Mavens

8-agent trading intelligence system for Indian market workflows.

ComplianceHQ

AI-powered compliance automation for startup security readiness.

SharkOS

LinkedIn operating system replacing multiple GTM SaaS tools.

BrandCo

AI brand strategy engine for conversion-led positioning.

JARVIS OS

Local-first AI morning briefing assistant for focused execution.

Build with me

Writing

How to Build AI Agents That Get Cited in AI Search: A Practical GuideSep 11, 2026A2A Protocol vs MCP: What Google's Agent2Agent Standard Actually Solves (and What It Doesn't)Aug 28, 2026When to Use AI Agents (and When a Plain Script Beats Them)Aug 25, 2026AI Agent Observability: Stop Flying Blind in ProductionAug 21, 2026How to Build Your Own MCP Server (in About 90 Minutes)Aug 18, 2026Context Engineering: The Discipline That Makes AI Agents Actually ReliableAug 14, 2026