Code and Theory Tech Stack

Technology-first creative agency balancing design and engineering at scale

Business Consulting and Services New York, NY 1,001–5,000 employees Founded 2001 Public Company

Code and Theory operates a 1,000+ person creative agency built on a 50/50 creative-to-engineering ratio, now heavily investing in AI-native platforms and cloud-native architecture. The tech stack (React, FastAPI, Django, Python, GCP/AWS/Azure, OpenAI, Anthropic, LangChain) combined with active projects around LLM integrations and workflow transformation reveals a shift from traditional creative services toward AI-augmented product delivery. Leadership-heavy hiring (8 directors, 6 leads) across engineering and implementation roles signals scaling of delivery capability and client-facing technical depth.

Tech Stack 83 technologies

Core StackReact FastAPI Django Flask Python AWS OpenTelemetry Prometheus Datadog Next.js Tailwind CSS TypeScript Vue Angular OpenAI Anthropic LangChain Docker Kubernetes GCP Azure OpenAPI Pydantic Astro Remix Gatsby Material-UI CSS Modules LlamaIndex Git+53 more

What Code and Theory Is Building

◆Challenges

Balancing cutting-edge tech with high performance
Workflow inefficiencies across teams
Process bottlenecks in project delivery
Optimizing cloud costs
Maintaining system reliability
Scaling delivery across disciplines
Implementing automated testing across organization
Maintaining quality across distributed teams
Ensuring scalability and reliability
Maintaining high security and accessibility

▲Active Projects

Ai-native software ecosystem
Ai-native marketing workflow platform
Data processing pipelines and llm integrations
Large-scale workflow transformation
Data movement strategies between microsoft cloud storage and vector databases
Cloud-native architecture
Event-driven architecture implementation
Technical audits for architecture recommendations
Full-stack applications integrating ai services
Workflow implementation initiative

Hiring Activity

Accelerating25 roles · 15 in 30d

Department

Engineering

Marketing

Ops

Data

Sales

Support

Seniority

Director

Lead

Senior

Manager

Mid

Notable leadership hires: Account Director, Technology Director, Technical Director, Implementation Director

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About Code and Theory

Code and Theory is a creative and technology agency within Stagwell Group, serving enterprise clients across consumer, financial, media, and pharma sectors. The firm combines design, brand strategy, and full-stack engineering to work across the consumer journey—from product strategy through implementation. Operating across 5 countries with 25 active engineering, marketing, operations, data, and sales roles, the agency is addressing workflow inefficiencies and delivery bottlenecks by adopting cloud-native and event-driven architectures, with particular focus on integrating LLMs and building AI-native workflows.

HeadquartersNew York, NY

Company Size1,001–5,000 employees

Founded2001

Hiring MarketsCanada, India, Philippines, United Kingdom, United States

Frequently Asked Questions

What tech stack does Code and Theory use?

Frontend: React, Next.js, Astro, Remix, Vue, Angular; backend: FastAPI, Django, Flask, Python; cloud: GCP, AWS, Azure; AI/ML: OpenAI, Anthropic, LangChain, LlamaIndex; monitoring: Datadog, Prometheus, OpenTelemetry; containerization: Docker, Kubernetes.

What is Code and Theory working on?

AI-native software platforms and marketing workflows, LLM integrations and data pipelines, cloud-native and event-driven architecture, workflow transformation at scale, and technical audits for architecture recommendations.