Founding engineer building production systems, AI-native workflows, and developer tools that are meant to ship.
$ whoami
vaibhav-thorat.devRoutes: /user /focus /snippetfence /matrix /logs /history /connect
{
"name": "Vaibhav Thorat",
"role": "Founding Software Engineer",
"status": "shipping",
"currently_building": [
"AI CRM Platform",
"Inventory & Warehouse Management Platform"
],
"featured_release": "snippetfence",
"interests": [
"AI Agents",
"System Design",
"Distributed Systems",
"Platform Engineering",
"Developer Experience"
],
"response_time": "usually fast, occasionally mid-refactor"
}$ boot_profile.sh
[ OK ] operator status ..... active
[ OK ] primary mode ........ shipping
[ OK ] preferred surface ... production
[ OK ] featured artifact ... snippetfenceactive_processes:
product_systems:
- AI CRM Platform
- Inventory & Warehouse Management Platform
platform_work:
- backend systems processing millions of marketplace records
- marketplace reconciliation and financial analytics
- cloud-native delivery across AWS, Azure, and DigitalOcean
experimentation_lane:
- agentic pipelines
- RAG
- MCP
- developer toolingproduction_signals:
[INFO] marketplace-scale backend processing online
[INFO] inventory and warehouse operations stable
[INFO] financial analytics and reconciliation active
[INFO] AI-native workflow experiments runningProtect critical code regions from AI agent edits with fence annotations, generated instructions, and pre-commit enforcement.
$ npm i -D snippetfence
$ npx snippetfence initartifact_role:
type: published npm package
purpose: protect fenced code from AI edits
signal: shipped proof of developer tooling and production-minded DXrelease_trace:
name: snippetfence
channel: npm
state: live
version: 1.0.2
capabilities:
- fence annotations
- generated agent instructions
- pre-commit enforcement
- MCP support| Category | Technology |
|---|---|
| Language | TypeScript, Python, JavaScript, SQL |
| Backend | Node.js, Express, FastAPI, Drizzle ORM, Alembic |
| Frontend | React, Next.js, MUI, TailwindCSS |
| Database | PostgreSQL, MongoDB, MySQL |
| Cloud | AWS, Azure, DigitalOcean, Docker |
| AI Tools | Claude, Claude CLI, OpenAI, Cursor, OpenCode |
vaibhav=# SELECT category, technology FROM stack ORDER BY confidence DESC;
category | technology
-------------+-----------------------------------
language | TypeScript, Python, JavaScript, SQL
backend | Node.js, Express, FastAPI, Drizzle ORM, Alembic
frontend | React, Next.js, MUI, TailwindCSS
database | PostgreSQL, MongoDB, MySQL
cloud | AWS, Azure, DigitalOcean, Docker
ai_tools | Claude, Claude CLI, OpenAI, Cursor, OpenCode
(6 rows returned in 3ms)[INFO] backend systems processing millions of marketplace records - stable
[INFO] inventory & warehouse platform - migrations green, FastAPI + Alembic
[INFO] marketplace reconciliation engine - financial analytics online
[INFO] snippetfence npm package - published, protecting fenced code from AI edits
[WARN] scope creep detected in current sprint - proceeding anyway
[INFO] AI-native workflows - agentic pipelines, RAG, MCP experiments running
[INFO] cloud infra - AWS / Azure / DigitalOcean nominal
[OK] ship it* 8b1f0de publish snippetfence to npm, protect code in AI-assisted workflows
* 4f2a1c9 lead engineering initiatives, architecture -> production
* 9d3b7e2 build production-ready AI apps + AI-powered dev workflows
* 7a1c4f0 design scalable marketplace reconciliation + financial analytics
* 2e8d1a3 develop inventory & warehouse systems (Python, Postgres, Alembic, FastAPI)
* 0c6f9b1 deploy cloud-native apps across AWS, Azure, DigitalOcean
* 1a2b3c4 init: founding engineer, fast-growing startupHTTP/2 200 OK
Link: <https://linkedin.com/in/vaibhav-thorat>; rel="linkedin",
<https://stackoverflow.com/users/19646589>; rel="stackoverflow",
<https://instagram.com/bye_bhav>; rel="instagram"
status: 200 OK
message: building thoughtful software, reliable systems, and AI-native developer experiences