Databases & Integrations for Reliable Systems
Production‑grade data stores and service integrations to power resilient, scalable products.
Performance & Observability
Backup & Reliability
Security Best‑practices
Databases
- PostgreSQL (OLTP, analytics via extensions)
- MySQL / MariaDB
- SQLite (embedded, prototyping)
- MongoDB
- Redis (caching, queues, rate limiting)
- Elasticsearch / OpenSearch (search, logs)
Cloud & DevOps
- AWS (RDS, ECS, Lambda, S3, CloudFront)
- GCP (Cloud Run, Cloud SQL, BigQuery)
- Docker, CI/CD (GitHub Actions)
- Infra as Code (Terraform)
- Observability (CloudWatch, Grafana, OpenTelemetry)
Third‑party APIs
- Stripe, PayPal, Razorpay, CCAvenue, Paytm (payments, subscriptions)
- Twilio (SMS, WhatsApp)
- SendGrid, Postmark (email)
- Google APIs (Auth, Maps, Analytics)
- Slack, Notion, Airtable
- HubSpot, Salesforce (CRM)
Data Pipelines
- ETL/ELT with Airbyte, dbt
- Event streaming with Kafka/Kinesis
- Batch and real‑time ingestion
- Warehouse modeling (Snowflake/BigQuery/Redshift)
How we choose the stack
We recommend pragmatic, cost‑effective stacks that match your scale and roadmap: start simple, keep operations light, and evolve toward managed services as your traffic and team grows.
Need a resilient data foundation?
Let’s choose the right stack and integrations.