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BCbeyond_crud

about

Ashwani Kumar

I've been building software for about ten years. Most of my work sits on the backend: service design, APIs, queues, databases and the infrastructure under them. I also build the frontend when the product needs it, so I usually own a feature from the schema to the screen.

Beyond CRUD is where I write down what I've learned from the parts that break: retries, dead letters, migrations, and lately, APIs that AI agents call a thousand times a minute.

Everything here is free. If it saves you an incident, pass it on to another developer.

Work

  1. 2025 – now

    Platform Engineer · browserless

    TypeScript and Node.js services that manage long-lived browser sessions over WebSockets and the Chrome DevTools Protocol, and the containerized browser infrastructure behind them (Docker, Terraform, AWS, GCP, DigitalOcean).

  2. 2021 – 2026

    Lead Software Engineer · Radius Agent

    Led the full-stack team that built Listings, Contracts, Leaderboard and the CRM. Built Mel, an AI assistant that reads contract documents and surfaces leads; daily active users grew 150% after launch.

  3. 2023 – 2026

    Co-founder · Cosmosone

    An iOS app for anonymous messages between friends. Built the backend and APIs and shipped it to the App Store.

  4. 2019 – 2021

    Senior Software Engineer · RentoMojo

    Took automated KYC checks from 27% to 88%. Moved data services and ETL pipelines from AWS to Azure at about 20% lower cost. A chatbot and IVR cut inbound calls and emails by more than 30%.

  5. Earlier

    Software Engineer · PeopleGrove

    Rewrote the bulk mentor-matching module so a 2-hour run finished in 15 seconds.

  6. Earlier

    Software Engineer · Persistent Systems

    Started out building full-stack features on client projects.

Stack

Backend
Node.jsTypeScriptNestJSExpressGraphQLMicroservicesEvent-driven design
Data
PostgreSQLMongoDBRedisRabbitMQElasticsearch
Platform
DockerKubernetesTerraformAWSGCPAzure
Frontend
ReactNext.jsMicro frontendsModule Federation
AI
RAG pipelinesAgentsLLM features in backend code