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Technology Radar

Explore the technologies we use and our assessment of them. Click on any technology to learn more.

Rings (Recommendation Level)

  • Adopt - We strongly recommend these technologies
  • Trial - Worth trying in projects
  • Assess - Worth exploring with the goal of understanding
  • Zadrži - Proceed with caution

Quadrants (Categories)

  • Techniques - Development practices and approaches
  • Orodja - Software tools and utilities
  • Platforms - Infrastructure and platform technologies
  • Languages & Frameworks - Programming languages and frameworks

Covers AI, machine learning, data science, analytics, and data engineering practices.

Techniques

  • Artificial Intelligence (AI) by Various (OpenAI, Google, Meta, Microsoft) Adopt
  • Machine Learning (ML) by Various (Google, Meta, OpenAI) Adopt
  • Deep Learning by Various (Google DeepMind, Meta AI) Adopt
  • Generative AI by Various (OpenAI, Google, Anthropic) Trial
  • Natural Language Processing (NLP) by Various (Hugging Face, Google, Meta) Adopt
  • Computer Vision by Various (OpenCV, Google, NVIDIA) Trial
  • Reinforcement Learning by Various (Google DeepMind, OpenAI) Assess
  • Data Science by Various (Anaconda, Databricks, Kaggle) Adopt
  • Data Engineering by Various (Databricks, Apache, dbt Labs) Adopt
  • Knowledge Graphs by Various (W3C, Neo4j, Amazon) Assess
  • Explainable AI (XAI) by Various (Google, IBM, DARPA) Assess
  • LLM by OpenAI / Meta / Google / Anthropic Trial
  • RAG by Various (LangChain, Hugging Face) Trial
  • MCP by Anthropic Assess
  • Agentic AI by Various (LangChain, CrewAI, AutoGen) Assess

Orodja

  • CodeScene by CodeScene AB Trial
  • Big Data Analytics by Apache Software Foundation Adopt
  • CrewAI by CrewAI Inc. Assess

Platforms

  • Edge AI by Various (NVIDIA, Qualcomm, ARM) Assess
  • Data Lakes and Lakehouse Architectures by Various (Databricks, Apache, AWS) Trial
  • Real-Time Stream Processing by Apache Software Foundation Trial
  • Cuda by NVIDIA Adopt

Languages & Frameworks

  • Python by Python Software Foundation Adopt

Cloud computing, containerization, microservices, and distributed architectures.

Techniques

  • Testing Practices by Various (Martin Fowler, community) Adopt
  • Microservices Architecture by Various (Netflix, Amazon, Uber) Adopt
  • Distributed Ledger Technology (DLT) by Linux Foundation / Hyperledger Assess

Orodja

  • OpenRewrite by Moderne / Netflix Trial
  • Testcontainers by AtomicJar / Testcontainers Adopt
  • Dev Containers by Microsoft / Dev Container Spec Adopt
  • Elasticsearch by Elastic Adopt
  • n8n by n8n GmbH Trial
  • Selenium by Software Freedom Conservancy Adopt
  • UIPath by UiPath Trial

Platforms

  • Cloud Computing (IaaS, PaaS, SaaS) by AWS / Microsoft Azure / Google Cloud Adopt
  • Hybrid Cloud Architectures by Various (IBM, VMware, Microsoft) Adopt
  • Multi-Cloud Management by Various (HashiCorp, Cloudflare, Gartner) Trial
  • Serverless Computing (Function-as-a-Service) by AWS / Azure / Google Cloud Trial
  • Containerization (OCI-based containers) by Open Container Initiative (OCI) Adopt
  • Container Orchestration (Kubernetes-based) by CNCF / Google Adopt
  • Service Mesh by CNCF (Istio, Linkerd) Trial
  • Blockchain Platforms by Various (Ethereum Foundation, IBM) Assess
  • Docker by Docker Inc. Adopt
  • Kubernetes by CNCF / Google Adopt
  • MySQL by Oracle Adopt
  • PostgreSQL by PostgreSQL Global Development Group Adopt
  • MSSQL by Microsoft Adopt
  • Redis by Redis Ltd. Adopt
  • Supabase by Supabase Inc. Trial
  • Magento 2 by Adobe Adopt Preberi več
  • Typo3 by TYPO3 Association Trial
  • DataLab PANTHEON by PANTHEON.tech Assess

Languages & Frameworks

  • Java by Oracle Adopt
  • PHP by The PHP Group Adopt
  • C# by Microsoft Adopt

Security frameworks, threat detection, identity management, and privacy technologies.

Techniques

  • SBOM (Software Bill of Materials) by CycloneDX / SPDX / Linux Foundation Assess
  • OWASP by OWASP Foundation Adopt
  • Zero Trust Architecture by NIST / Various (Cloudflare, Palo Alto) Adopt
  • Multi-Factor Authentication (MFA) by Various (Yubico, Duo, Google) Adopt
  • Confidential Computing by Confidential Computing Consortium (Linux Foundation) Assess
  • Post-Quantum Cryptography by NIST Assess
  • Privacy-Enhancing Technologies (PETs) by Various (IAPP, Microsoft, Apple) Assess

Orodja

  • Open Policy Agent (OPA) by CNCF / Styra Adopt
  • Semgrep by Semgrep Inc. Adopt
  • Renovate by Mend Adopt
  • Cloud Security Posture Management (CSPM) by Various (Wiz, Prisma Cloud, Orca) Trial
  • Extended Detection and Response (XDR) by Various (Palo Alto Networks, CrowdStrike) Trial
  • Identity and Access Management (IAM) by Various (Okta, Microsoft, Ping Identity) Adopt
  • Security Automation and Orchestration (SOAR) by Various (Splunk, Palo Alto, IBM) Trial

Platforms

  • Secure Access Service Edge (SASE) by Various (Cloudflare, Zscaler, Netskope) Trial

Networking technologies, SDN, NFV, and edge infrastructure.

Platforms

  • 5G and Advanced Wireless Networks by 3GPP / GSMA Trial
  • Software-Defined Networking (SDN) by Open Networking Foundation (ONF) Adopt
  • Network Function Virtualization (NFV) by ETSI Trial
  • Edge Computing by Eclipse Foundation / Various Adopt
  • Content Delivery Networks (CDNs) by Cloudflare / Akamai / Fastly Adopt

IoT platforms, industrial IoT, digital twins, and embedded AI systems.

Techniques

  • Digital Twins by Siemens / GE / PTC Trial
  • Embedded AI Systems by Various (ARM, NVIDIA, Qualcomm) Assess

Platforms

  • Internet of Things (IoT) by Eclipse Foundation / Various Adopt
  • Industrial IoT (IIoT) by Industrial Internet Consortium (IIC) Trial

Augmented, virtual and mixed reality, and HCI technologies.

Techniques

  • Augmented Reality (AR) by Apple / Meta / Microsoft Trial
  • Virtual Reality (VR) by Meta / Sony / Valve Assess
  • Mixed Reality (MR) by Microsoft / Magic Leap Assess
  • Human–Computer Interaction (HCI) Technologies by ACM SIGCHI / Various Adopt

Languages & Frameworks

  • React by Meta Adopt
  • Angular by Google Trial
  • Flutter by Google Trial

Next-generation computing paradigms including quantum and neuromorphic.

Techniques

  • Quantum Computing by IBM / Google / IonQ Assess
  • Neuromorphic Computing by Intel / IBM / BrainScaleS Hold

Platforms

  • GraalVM by Oracle Trial