Our Stack

Technology That Delivers

We don't have a default stack — we have a methodology for choosing the right tools for each project. Here's what we work with and how we make decisions.

Right Tool, Right Job

Every technology choice is driven by the specific requirements of your project — performance needs, team expertise, compliance requirements, and long-term maintainability.

Open Standards First

We prioritize open-source technologies and open standards to prevent vendor lock-in. Your team can maintain and extend everything we build without needing us.

Production-Proven Only

We use technologies that have been battle-tested in production at scale. No bleeding-edge experiments on your dime — unless that's explicitly what you're looking for.

Future-Proof Architecture

Every system we design accounts for 10x growth from day one. We build modular, loosely-coupled architectures that can evolve as your business needs change.

Our Philosophy

Technology Decisions Matter

The technology choices you make at the start of a project compound over time. A good choice accelerates development for years; a bad one creates technical debt that slows everything down. We take these decisions seriously.

Our approach is pragmatic, not dogmatic. We evaluate every technology against the specific requirements of your project — not based on hype cycles or personal preferences.

The Stack

What We Work With

AI & Machine Learning

From custom model training to production inference pipelines, we use the best tools for each AI challenge.

OpenAI / GPT-4

LLM inference, embeddings, fine-tuning

Anthropic Claude

Complex reasoning, document analysis

LangChain / LangGraph

Agent orchestration, RAG pipelines

PyTorch

Custom model training, research

Hugging Face

Model hub, transformers, tokenizers

Pinecone / Weaviate

Vector databases for semantic search

AWS SageMaker

Model training, deployment, monitoring

Weights & Biases

Experiment tracking, model evaluation

Cloud & Infrastructure

Multi-cloud expertise with deep specialization in AWS. Infrastructure that scales automatically and costs predictably.

AWS Lambda / Fargate

Serverless compute, container orchestration

Cloudflare Workers

Edge computing, global low-latency

Kubernetes (EKS/GKE)

Container orchestration at scale

Terraform / Pulumi

Infrastructure as code, multi-cloud

Docker

Containerization, reproducible environments

GitHub Actions

CI/CD pipelines, automated deployments

Datadog / Grafana

Monitoring, alerting, observability

Cloudflare

CDN, DDoS protection, DNS

Data Engineering

Building data pipelines that handle millions of events per second with full lineage tracking and governance.

Apache Kafka

Event streaming, real-time ingestion

Apache Spark

Batch processing, large-scale analytics

dbt

Data transformation, lineage tracking

Snowflake

Cloud data warehouse, analytics

PostgreSQL

Relational data, ACID transactions

Redis

Caching, session management, pub/sub

MongoDB

Document storage, flexible schemas

Apache Airflow

Workflow orchestration, scheduling

Frontend & Mobile

Building responsive, performant user interfaces across web, iOS, Android, and desktop platforms.

React / Next.js

Web applications, SSR, static sites

React Native

Cross-platform mobile (iOS + Android)

TypeScript

Type-safe development across all platforms

Tailwind CSS

Utility-first styling, rapid UI development

Electron / Tauri

Desktop applications (Windows, Mac, Linux)

Framer Motion

Animations, transitions, micro-interactions

WebRTC

Real-time video, audio, screen sharing

WebSocket

Real-time bidirectional communication

Backend & APIs

Designing scalable, secure backend systems that handle enterprise workloads with predictable performance.

Node.js / Express

REST APIs, microservices

Python / FastAPI

ML serving, data APIs, async services

High-performance services, infrastructure tools

GraphQL

Flexible data querying, schema-first APIs

gRPC

High-performance inter-service communication

Prisma / Drizzle

Type-safe database access, migrations

Auth0 / Clerk

Authentication, authorization, SSO

Stripe

Payment processing, billing, subscriptions

Security & Compliance

Security isn't a feature — it's a foundation. We build with compliance baked in from the architecture level.

AWS GovCloud

FedRAMP-compliant cloud infrastructure

HashiCorp Vault

Secrets management, encryption

OWASP ZAP

Automated security scanning

Snyk

Dependency vulnerability scanning

Zero-Trust Architecture

Network security, identity verification

SOC 2 Controls

Security audit readiness

HIPAA Frameworks

Healthcare data compliance

FIPS 140-2

Cryptographic module validation

Architecture

Patterns We Deploy

There's no one-size-fits-all architecture. We choose the pattern that best fits your project's scale, team, and business requirements.

Microservices

For complex systems that need independent scaling and deployment of individual components.

Best for: Large teams, complex domains, high-scale requirements

Serverless

For event-driven workloads with variable traffic patterns where you want to pay only for what you use.

Best for: Variable traffic, cost optimization, rapid prototyping

Monolith-First

For startups and MVPs where speed of iteration matters more than premature optimization.

Best for: Early-stage products, small teams, rapid iteration

Event-Driven

For systems that need to process millions of events in real-time with guaranteed delivery.

Best for: Real-time data, financial systems, IoT

Decision Framework

How We Evaluate Technology

Every technology choice goes through our evaluation framework. This ensures decisions are systematic, not subjective.

Criterion

Key Question

Weight

Production Maturity

Has this technology been used in production at scale by multiple organizations?

Critical

Community & Support

Is there an active community, good documentation, and commercial support options?

High

Performance

Does it meet the latency, throughput, and resource requirements of the project?

High

Security

Does it have a strong security track record and regular vulnerability patches?

Critical

Team Expertise

Does our team (or the client's team) have deep experience with this technology?

Medium

Migration Path

If we need to move away, is there a clear migration path to alternatives?

Medium

Cost Predictability

Can we predict and control costs at scale, or are there hidden scaling costs?

High

Compliance

Does it support the regulatory requirements of the project (HIPAA, SOC 2, FedRAMP)?

Critical

Technologies We Build With

Need help choosing the right stack?

We offer free architecture consultations to help you evaluate technology choices for your next project.

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