
Built on Tools
That Ship
The frameworks, models, and infrastructure behind everything we build. No hype — just tools we trust in production.
How We Pick Our Tools
We don't chase trends. Every tool in our stack earned its place by solving real problems in production for our clients.
Right Tool, Right Job
We don't force one framework onto every project. We pick the tool that fits the problem — whether that's a simple script or a multi-agent pipeline.
Production First
Everything we choose has to work at scale, not just in a notebook. If it can't handle real traffic, real data, and real edge cases, we don't use it.
Open Over Locked-In
We default to open-source and vendor-neutral tools. Your system should work even if you switch providers tomorrow.
Everything We Use
Languages & Frameworks
Each language serves a specific role, and each framework is its production face.
Foundation Models
We pick the best model for each task, not one provider for everything.
Fast Inference
The latency the user feels, served from the fastest host for each model.
Agents & Orchestration
Orchestration and automation tools that power our agents.
Vector & Memory
Where embeddings live — chosen per project for cost, speed, and scale.
Voice, Image & Fine-Tuning
Voice, image and model adaptation, for the projects that ask for it.
Cloud & Delivery
Infrastructure that scales from prototype to production.
Evals & Observability
A shipped system is one you can watch: traces, evals and dashboards.
Go deeper on the tools we build with
Some of the tools above carry a page of their own: what we build with them, how an engagement runs, and where they are the wrong answer.
Python Development Services
Production Python back ends, APIs, data pipelines, and AI services, built by senior engineers who start before your next hiring round closes.
ExploreRust Development Services
Memory-safe, garbage-collector-free systems code for engineering teams that have a security deadline and no Rust hires to meet it.
ExploreFastAPI Development Services
Production Python APIs for machine-learning, LLM, and data teams, designed, shipped, and patched by the engineers you actually talk to.
ExploreHire TypeScript Developers
Senior TypeScript engineers, screened on the defects that actually reach production in 2026, for teams shipping AI-integrated products.
ExploreLangGraph Development Services
Checkpointed, auditable AI agents on LangGraph, for engineering leaders whose prototype agent stopped being trustworthy the moment real traffic hit it.
ExploreElevenLabs Development Services
Production voice agents and speech pipelines on ElevenLabs, for engineering teams whose playground demo now has to take real call volume.
ExploreAWS Consulting Services
Production AI on AWS, designed, migrated, and operated by the engineers you actually talk to.
ExploreAzure Consulting Services
Azure architecture, migration, security, and cost governance for teams putting AI workloads into production on Microsoft's cloud.
ExploreOpen Source & Clients
We build in public and ship for clients. From open source tools used by developers worldwide to production AI systems for real businesses. We ship production AI agents for teams across healthcare, financial services, SaaS, and logistics.

RustyRAG
Realtime RAG, built in Rust.
AlphaCorp-AI / RustyRAGThe fastest source-available RAG stack on the planet. Sub-200ms end-to-end document ingestion, Milvus vector search, local Jina embeddings, and streaming LLM responses, all in one async Rust binary. Powered by Cerebras, Groq, and more.

Versar Global Solutions
Washington, DCBuilt agentic software and RAG pipelines for Versar Global Solutions, enabling intelligent document processing and autonomous decision-making across their operations.
HospitalityFlow
SingaporeFullstack AI agent engineering for the hospitality industry. Built Next.js / TypeScript front-end and FastAPI / Python back-end on Azure, with LLM prompt engineering and MLOps end-to-end.

Gynisus
New York, NYAutonomous AI agent consulting. Implementing Anthropic Claude Code and OpenAI Codex inside production engineering workflows to ship faster with less headcount.

CampusReel
New York, NYFullstack engineering for CampusReel, including a wayfinding algorithm that routes prospective students through campus tours and university content.

Luniq
GermanyFullstack AI agent engineering for Luniq. Python / FastAPI backend on Azure with RAG pipelines, prompt engineering, and MLOps / DevOps end-to-end.
