Thoughtworks Technology Radar #26 技术雷达26期

Thoughtworks Technology Radar #26

Techniques

Adopt

1. Four key metrics
   • Google Cloud's DevOps Research and Assessment (DORA)
   • Four Keys
     • Deployment Frequency
     • Lead Time for Changes
     • Time to Restore Services
     • Change Failure Rate
   • The 2019 Accelerate State of DevOps: Elite performance, productivity, and scaling | Google Cloud Blog
2. Single team remote wall

Trial

3. Data mesh
   • How to Move Beyond a Monolithic Data Lake to a Distributed Data Mesh (martinfowler.com)
   • Data Mesh: Delivering Data-Driven Value at Scale 1st Edition
4. Definition of production readiness
   • Google - Site Reliability Engineering (sre.google) - Production Readiness Review (PRR)
5. Documentation quadrants
   • Documentation System (divio.com) - Documentation Quadrants
6. Rethinking remote standups
   • Stand-Up Meetings Are Dead (and What to Do Instead) - Honeycomb - Meandering Team Sync
7. Server-driven UI
   • Micro frontends for mobile | Technology Radar | Thoughtworks - Scale Across Teams
   • SPA by default | Technology Radar | Thoughtworks - Everything Being Done Client Side
8. Software Bill of Materials
   • Log4Shell - Wikipedia - Log4Shell
9. Tactical forking
   • Tactical Forking – Fausto De La Torre (wordpress.com) - Tactical Foring
10. Team cognitive load
    • Inverse Conway Maneuver | Technology Radar | Thoughtworks - Inverse Conway Maneuver
    • Book — Team Topologies
    • TeamTopologies/Team-Cognitive-Load-Assessment
11. Transitional architecture
    • Transitional Architecture (martinfowler.com)

Assess

12. CUPID
    • SOLID - Wikipedia
    • CUPID—for joyful coding - Dan North & Associates Ltd
13. Inclusive design
    • Microsoft Design
14. Operator pattern for nonclustered resources
    • Kubernetes Operators | Technology Radar | Thoughtworks
    • Kube-managed cloud services | Technology Radar | Thoughtworks
    • Crossplane | Technology Radar | Thoughtworks
    • Flux (fluxcd.io)
    • Argo CD | Technology Radar | Thoughtworks
15. Service mesh without sidecar
    • Service mesh | Technology Radar | Thoughtworks
    • eBPF | Technology Radar | Thoughtworks
    • How eBPF will solve Service Mesh - Goodbye Sidecars (isovalent.com)
    • cilium/cilium-service-mesh-beta: Instructions and issue tracking for Service Mesh capabilities of Cilium (github.com)
16. SLSA
    • SLSA • Supply-chain Levels for Software Artifacts
    • SLSA • Threats and mitigations
    • SLSA • Requirements
17. The streaming data warehouse
    • Apache Spark | Technology Radar | Thoughtworks
    • Apache Flink | Technology Radar | Thoughtworks
    • Kafka Streams | Technology Radar | Thoughtworks
    • ksqlDB | Technology Radar | Thoughtworks
    • Materialize | Technology Radar | Thoughtworks
18. TinyML
    • An Introduction to TinyML. Machine Learning Meets Embedded Systems | by Arun | Towards Data Science

Hold

19. Azure Data Factory for orchestration
    • Data Factory - Data Integration Service | Microsoft Azure
    • Airflow | Technology Radar | Thoughtworks
20. Miscellaneous platform teams
    • Platform engineering product teams | Technology Radar | Thoughtworks
21. Production data in test environments
22. SPA by default
    • Hotwire | Technology Radar | Thoughtworks

Platforms

Adopt

Trial

23. Azure DevOps
    • Azure DevOps Services | Microsoft Azure
    • Azure Pipelines | Microsoft Azure
24. Azure Pipeline templates
    • Templates - Azure Pipelines | Microsoft Docs
    • Pipeline deployment approvals - Azure Pipelines | Microsoft Docs
    • CircleCI | Technology Radar | Thoughtworks
    • Reusable workflows in Github Actions | Technology Radar | Thoughtworks
25. CircleCI
    • Continuous Integration and Delivery - CircleCI
    • Concepts - CircleCI
    • Choosing an Executor Type - CircleCI
26. Couchbase
    • Couchbase: The Modern Database for Enterprise Applications
    • Membase (github.com)
    • Apache CouchDB
27. eBPF
    • eBPF - Introduction, Tutorials & Community Resources
    • Istio | Technology Radar | Thoughtworks
    • solo-io/bumblebee: Get eBPF programs running from the cloud to the kernel in 1 line of bash (github.com)
    • Cilium | Technology Radar | Thoughtworks
    • How eBPF will solve Service Mesh - Goodbye Sidecars (isovalent.com)
28. GitHub Actions
    • GitHub Actions Documentation - GitHub Docs
    • GitHub Marketplace · to improve your workflow
    • Security hardening for GitHub Actions - GitHub Docs
    • nektos/act: Run your GitHub Actions locally 🚀
29. GitLab CI/CD
    • Iterate faster, innovate together | GitLab
    • GitLab CI/CD | GitLab
    • Testcontainers | Technology Radar | Thoughtworks
30. Google BigQuery ML
    • BigQuery ML documentation  |  Google Cloud
    • Explainability as a first-class model selection criterion | Technology Radar | Thoughtworks
    • BigQuery Explainable AI Overview  |  BigQuery ML  |  Google Cloud
31. Google Cloud Dataflow
    • Dataflow  |  Google Cloud
    • Apache Beam
32. Reusable workflows in Github Actions
    • GitHub Actions | Technology Radar | Thoughtworks
    • Reusing workflows - GitHub Docs
    • CircleCI | Technology Radar | Thoughtworks
    • Azure Pipeline templates | Technology Radar | Thoughtworks
33. Sealed Secrets
    • Kubernetes | Technology Radar | Thoughtworks
    • etcd
    • bitnami-labs/sealed-secrets: A Kubernetes controller and tool for one-way encrypted Secrets (github.com)
34. VerneMQ
    • vernemq/vernemq: A distributed MQTT message broker based on Erlang/OTP. Built for high quality & Industrial use cases. (github.com)
    • Mosquitto | Technology Radar | Thoughtworks
    • EMQ | Technology Radar | Thoughtworks

Assess

35. actions-runner-controller
    • actions-runner-controller/actions-runner-controller: Kubernetes controller for GitHub Actions self-hosted runners
    • Controllers | Kubernetes
    • Hosting your own runners - GitHub Docs
    • GitHub Actions | Technology Radar | Thoughtworks
36. Apache Iceberg
    • Apache Iceberg
    • Queries | Apache Iceberg
    • Partitioning | Apache Iceberg
    • Evolution | Apache Iceberg
    • Apache Parquet
    • Apache ORC • High-Performance Columnar Storage for Hadoop
    • Welcome to Avro! (apache.org)
    • Dremio | The Forever-Free Data Lakehouse Platform
    • Trino | Distributed SQL query engine for big data
    • Apache Spark™ - Unified Engine for large-scale data analytics
    • Apache Flink: Stateful Computations over Data Streams
    • Home | Delta Lake
    • Hello from Apache Hudi | Apache Hudi
    • Using Iceberg Tables - Amazon Athena
    • Snowflake Data Cloud | Enable the Most Critical Workloads
37. Blueboat
    • losfair/blueboat: Blueboat is a batteries-included, multi-tenant runtime for serverless web applications. (github.com)
    • Rust | Technology Radar | Thoughtworks
    • Cloudflare Workers | Technology Radar | Thoughtworks
    • Deno Deploy
38. Cloudflare Pages
    • Cloudflare Workers | Technology Radar | Thoughtworks
    • Cloudflare Pages
    • Cloudflare Pages Goes Full Stack
    • JAMstack | Technology Radar | Thoughtworks
39. Colima
    • abiosoft/colima: Container runtimes on macOS (and Linux) with minimal setup (github.com)
    • containerd – An industry-standard container runtime with an emphasis on simplicity, robustness and portability
40. Collibra
    • Collibra: Helping Organizations Become United by Data | Collibra
    • Data mesh | Technology Radar | Thoughtworks
41. CycloneDX
    • OWASP CycloneDX Software Bill of Materials (SBOM) Standard
    • Software Bill of Materials | Technology Radar | Thoughtworks
    • CycloneDX Tool Center
    • CycloneDX/cyclonedx-cli: CycloneDX CLI tool for SBOM analysis, merging, diffs and format conversions. (github.com)
42. Embeddinghub
    • featureform/embeddinghub: A vector database for machine learning embeddings. (github.com)
    • Embeddings in Machine Learning: Everything You Need to Know | FeatureForm
    • Milvus 2.0 | Technology Radar | Thoughtworks
43. Temporal
    • Homepage | Temporal
    • uber/cadence: Cadence is a distributed, scalable, durable, and highly available orchestration engine to execute asynchronous long-running business logic in a scalable and resilient way. (github.com)
    • Sagas (microservices.io)

Hold

Tools

Adopt

44. tfsec
    • Terraform | Technology Radar | Thoughtworks
    • aquasecurity/tfsec: Security scanner for your Terraform code (github.com)

Trial

45. AKHQ
    • Quick preview | AKHQ
46. cert-manager
    • cert-manager
    • Kubernetes | Technology Radar | Thoughtworks
47. Cloud Carbon Footprint
    • Cloud Carbon Footprint - An open source tool to measure and analyze cloud carbon emissions
    • Carbon Cloud Footprint | HolaLuz | Thoughtworks
48. Conftest
    • open-policy-agent/conftest: Write tests against structured configuration data using the Open Policy Agent Rego query language (github.com)
    • Open Policy Agent | Policy Language
    • Open Policy Agent (OPA) | Technology Radar | Thoughtworks
    • Kubernetes | Technology Radar | Thoughtworks
    • Tekton | Technology Radar | Thoughtworks
    • Terraform | Technology Radar | Thoughtworks
49. kube-score
    • zegl/kube-score: Kubernetes object analysis with recommendations for improved reliability and security (github.com)
    • kube-score/README_CHECKS.md at master · zegl/kube-score (github.com)
    • Conftest | Technology Radar | Thoughtworks
50. Lighthouse
    • 使用 Lighthouse 审查网络应用  |  Tools for Web Developers  |  Google Developers
    • Performance testing as a first-class citizen | Technology Radar | Thoughtworks
    • Architectural fitness function | Technology Radar | Thoughtworks
    • GoogleChrome/lighthouse-ci: Automate running Lighthouse for every commit, viewing the changes, and preventing regressions (github.com)
    • lighthouse-ci/getting-started.md at main · GoogleChrome/lighthouse-ci (github.com)
51. Metaflow
    • Netflix/metaflow: Build and manage real-life data science projects with ease! (github.com)
    • MLflow | Technology Radar | Thoughtworks
52. Micrometer
    • Micrometer Application Monitoring
53. NUKE
    • Home | NUKE
    • Cake - Home (cakebuild.net)
    • FAKE - F# Make - A DSL for build tasks
54. Pactflow
    • Pact Foundation (github.com)
    • Pactflow | Contract Testing with Pact at Scale
55. Podman
    • Docker | Technology Radar | Thoughtworks
    • containers/podman: Podman: A tool for managing OCI containers and pods. (github.com)
    • Rootless containers | Technology Radar | Thoughtworks
    • Open Container Initiative - Open Container Initiative (opencontainers.org)
    • containers/buildah: A tool that facilitates building OCI images. (github.com)
56. Sourcegraph
    • Comby | Technology Radar | Thoughtworks
    • Sourcegraph - Universal Code Search
57. Syft
    • Software Bill of Materials | Technology Radar | Thoughtworks
    • anchore/syft: CLI tool and library for generating a Software Bill of Materials from container images and filesystems (github.com)
    • CycloneDX | Technology Radar | Thoughtworks
    • Grype | Technology Radar | Thoughtworks
    • Cosign | Technology Radar | Thoughtworks
58. Volta
    • Volta - The Hassle-Free JavaScript Tool Manager
59. Web Test Runner
    • Web Test Runner: Modern Web (modern-web.dev)
    • Modern Web (modern-web.dev)
    • Puppeteer | Technology Radar | Thoughtworks
    • Playwright | Technology Radar | Thoughtworks
    • Web Dev Server: Modern Web (modern-web.dev)

Assess

60. CDKTF
    • Infrastructure as code | Technology Radar | Thoughtworks
    • Terraform | Technology Radar | Thoughtworks
    • Terragrunt | Technology Radar | Thoughtworks
    • What is CDKTF? | Terraform by HashiCorp
    • AWS Cloud Development Kit | Technology Radar | Thoughtworks
    • Pulumi | Technology Radar | Thoughtworks
61. Chrome Recorder panel
    • Recorder: Record, replay and measure user flows - Chrome Developers
62. Excalidraw
    • Excalidraw | Hand-drawn look & feel • Collaborative • Secure
63. GitHub Codespaces
    • GitHub Codespaces
    • Development environments in the cloud | Technology Radar | Thoughtworks
    • Gitpod | Technology Radar | Thoughtworks
64. GoReleaser
    • goreleaser/goreleaser: Deliver Go binaries as fast and easily as possible (github.com)
65. Grype
    • anchore/grype: A vulnerability scanner for container images and filesystems (github.com)
    • Syft | Technology Radar | Thoughtworks
    • Software Bill of Materials | Technology Radar | Thoughtworks
66. Infracost
    • Run cost as architecture fitness function | Technology Radar | Thoughtworks
    • Cloud cost estimates for Terraform in pull requests | Infracost
67. jc
    • Modern Unix commands | Technology Radar | Thoughtworks
    • jc | CLI tool and python library that converts the output of popular command-line tools and file-types to JSON or Dictionaries. This allows piping of output to tools like jq and simplifying automation scripts. (kellyjonbrazil.github.io)
68. skopeo
    • containers/skopeo: Work with remote images registries - retrieving information, images, signing content (github.com)
69. SQLFluff
    • 📜 The SQL Linter for Humans — SQLFluff 0.11.2 documentation
70. Terraform Validator
    • Infrastructure as code | Technology Radar | Thoughtworks
    • tfsec | Technology Radar | Thoughtworks
    • GoogleCloudPlatform/terraform-validator: Terraform Validator can run pre-deployment checks on Terraform plans for policy compliance. (github.com)
71. Typesense
    • typesense/typesense: Open Source alternative to Algolia and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences (github.com)
    • MeiliSearch | Technology Radar | Thoughtworks

Hold

Languages and Frameworks

Adopt

72. SwiftUI
    • SwiftUI Overview - Xcode - Apple Developer
    • Combine | Technology Radar | Thoughtworks
    • ViewInspector | Technology Radar | Thoughtworks
73. Testcontainers
    • Testcontainers
    • testcontainers (github.com)

Trial

74. Bob
    • callstack/react-native-builder-bob: 👷‍♂️ Simple set of CLIs to scaffold and build React Native libraries for different targets (github.com)
75. Flutter-Unity widget
    • juicycleff/flutter-unity-view-widget: Embeddable unity game engine view for Flutter. Advance demo here https://github.com/juicycleff/flutter-unity-arkit-demo
76. Kotest
    • Kotest | Kotest
    • Kotlin | Technology Radar | Thoughtworks
    • Property-based unit testing | Technology Radar | Thoughtworks
77. Swift Package Manager
    • Carthage | Technology Radar | Thoughtworks
    • apple/swift-package-manager: The Package Manager for the Swift Programming Language (github.com)
78. Vowpal Wabbit Assess
    • Vowpal Wabbit
    • VowpalWabbit 9.0.0 Release Notes
    • Python 8.11 to 9 migration — VowpalWabbit latest documentation
79. Android Gradle plugin - Kotlin DSL
    • 将构建配置从 Groovy 迁移到 KTS  |  Android 开发者  |  Android Developers
80. Azure Bicep
    • Bicep language for deploying Azure resources - Azure Resource Manager | Microsoft Docs
    • Bicep - Visual Studio Marketplace
81. Capacitor
    • Cross mobile platforms | Technology Radar | Thoughtworks
    • React Native | Technology Radar | Thoughtworks
    • Capacitor by Ionic - Cross-platform apps with web technology (capacitorjs.com)
    • PhoneGap/Apache Cordova | Technology Radar | Thoughtworks
    • Progressive Web Applications | Technology Radar | Thoughtworks
82. Java 17
    • JEP 406: Pattern Matching for switch (Preview) (java.net)
83. Jetpack Glance
    • Jetpack Compose | Technology Radar | Thoughtworks
    • Glance  |  Android 开发者  |  Android Developers
    • Android Developers Blog: Announcing Glance: Tiles for Wear OS made simple (googleblog.com)
84. Jetpack Media3
    • Media3  |  Android 开发者  |  Android Developers
85. MistQL
    • evinism/mistql: A miniature common expression language for querying JSON-like structures. Tuned for clientside ML feature extraction. (github.com)
86. npm workspaces
    • workspaces | npm Docs (npmjs.com)
87. Remix
    • Remix - Build Better Websites
    • Next.js | Technology Radar | Thoughtworks
88. ShedLock
    • Apache ZooKeeper
    • Consul | Technology Radar | Thoughtworks
    • Couchbase | Technology Radar | Thoughtworks
    • lukas-krecan/ShedLock: Distributed lock for your scheduled tasks (github.com)
89. SpiceDB
    • authzed/spicedb: Inspired by Google's Zanzibar paper, SpiceDB is an open source database system for managing security-critical application permissions. (github.com)
    • Zanzibar: Google’s Consistent, Global Authorization System – Google Research
    • API Overview | authzed
    • Selecting a Datastore | authzed
90. sqlc
    • kyleconroy/sqlc: Generate type-safe code from SQL (github.com)
91. The Composable Architecture
    • SwiftUI | Technology Radar | Thoughtworks
    • pointfreeco/swift-composable-architecture: A library for building applications in a consistent and understandable way, with composition, testing, and ergonomics in mind. (github.com)
92. WebAssembly
    • WebAssembly
    • The LLVM Compiler Infrastructure Project
93. Zig
    • Home ⚡ Zig Programming Language (ziglang.org)
    • The LLVM Compiler Infrastructure Project

Hold