Platform

AI products on Claude

DevStacklabs builds production-ready AI products with Claude (Anthropic API) and Laravel — from the first prototype to a monitored, scalable deployment.

What we build

DevStacklabs is an AI product engineering company. We take an AI idea to a working product: the model layer, the application around it, and the infrastructure that keeps it running. Our core stack is Claude (Anthropic API) for intelligence and Laravel for the product surface — APIs, dashboards, and background work.

  • AI applications — assistants, copilots, and internal tools that use Claude to reason over your data and systems.
  • Agents & automation — Claude with tool use / function calling to perform multi-step business workflows.
  • RAG & knowledge — retrieval over your documents and databases so answers are grounded and current.
  • Computer vision & data — detection, OCR, and analytics pipelines paired with Claude for reasoning.

Why Claude

We build on Claude because it delivers strong reasoning, long context, and reliable tool use — the qualities that matter once an AI feature leaves the demo and meets real users. The Anthropic API gives us the control we need over quality, latency, and cost in production.

How it works

Every product follows the same path, and Claude sits at the center of the model layer:

  • Messages API & streaming — Claude integrated into Laravel with streamed responses for responsive UX.
  • Tool use / function calling — Claude calls your application's functions to read and act on real data.
  • Retrieval-augmented generation — embeddings + retrieval ground Claude's answers in your knowledge base.
  • Structured outputs — Claude returns typed, validated data your backend can trust.
  • Prompt caching & cost control — caching and model routing to keep unit economics healthy at scale.
  • Evals & guardrails — automated tests for quality, safety, and regressions before every release.

What you get

Production deployment
Docker, Caddy, CI/CD, and monitoring on secure cloud infrastructure.
Laravel product surface
APIs, dashboards, auth, and background jobs on modern PHP.
Model operations
Prompt and eval management, versioning, and cost dashboards.
Long-term support
Senior engineers, clean tested code, and ongoing iteration.

Security & compliance

We design for data protection from day one: least-privilege access, secrets management, and clear data-handling boundaries between your systems and the model layer. Contact us to discuss your requirements.

Work with us

Have an AI product in mind? Tell us what you are building: [email protected].

Note: DevStacklabs builds applications using the Claude API. Unless explicitly stated, this does not imply an official partnership, sponsorship, or endorsement by Anthropic.