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//Stack & Architecture Advisor

Find the Optimal Tech Architecture

Answer 4 questions to receive a custom engineering stack recommendation with pros and tradeoffs.

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1. What type of digital product are you building?

//Engineering Thought Leadership

SwiftLoop Systems Tech Radar (2026)

Our curated opinion on the tools, languages, frameworks, and AI models we trust in production.

Filter by Status:

Languages & Frameworks

7 Technologies
Next.js 14+ (App Router)ADOPT

Our default choice for customer-facing web apps, SaaS dashboards, and modern tech websites needing sub-second performance.

TypeScriptADOPT

100% strict TypeScript codebase on all client repositories to eliminate runtime type regressions.

React Native + ExpoADOPT

High-performance cross-platform iOS & Android mobile development from a single codebase.

FastAPI (Python)ADOPT

Ultra-fast asynchronous microservices for machine learning and AI inference middleware.

SvelteKitTRIAL

Testing for lightweight micro-frontends and embedded widgets with zero runtime overhead.

HTMXASSESS

Evaluating for low-complexity internal CRUD dashboards paired with Go or Python backends.

jQuery / PHP MonolithsHOLD

Discontinued for new builds in favor of component-driven, type-safe full-stack architectures.

AI & Data Systems

5 Technologies
Claude 3.5 SonnetADOPT

Industry gold standard for complex legal analysis, coding intelligence, and multilingual document extraction.

OpenAI GPT-4o & EmbeddingsADOPT

Primary engine for high-speed conversational agents and vector embedding generation.

Pinecone Vector DBADOPT

Serverless vector indexing powering our low-latency enterprise RAG systems.

LlamaIndex / LangChainADOPT

Robust document chunking, citation tracing, and multi-agent coordination pipelines.

Ollama & vLLM (Llama 3)TRIAL

Self-hosted private LLMs for enterprise clients requiring zero third-party cloud data egress.

Databases & Storage

4 Technologies
PostgreSQL + Prisma/DrizzleADOPT

Rock-solid relational database with JSONB support and row-level security for multi-tenant SaaS.

MongoDB AtlasADOPT

Flexible document store for fast-evolving product catalogs and MERN stack applications.

Redis (Upstash / Cloud)ADOPT

In-memory caching, API rate limiting, and real-time session tracking.

Qdrant Vector DBTRIAL

High-performance Rust-based open-source vector store for custom on-premise deployments.

DevOps & Infrastructure

4 Technologies
Docker & ContainerizationADOPT

Reproducible local development and predictable production staging environments.

GitHub Actions CI/CDADOPT

Automated test execution, lint checks, and automated staging preview deployments.

Vercel / Edge NetworkADOPT

Global CDN distribution, serverless compute, and instant rollback capabilities.

Infisical Secrets VaultTRIAL

Centralized end-to-end encrypted secret management across engineering squads.

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