Awesome List Updates on Feb 24 - Mar 02, 2025
37 awesome lists updated this week.
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1. Awesome Rust
Libraries / Reverse engineering
- objdiff (⭐235) - A local diffing tool for decompilation projects
2. Awesome Windows
Customization
- Sucrose Wallpaper Engine (⭐829) - A live wallpaper app, a free and opensource alternative to Wallpaper Engine.
File Management
- TeraCopy - Faster than windows file transfers.
3. Awesome Embedded Rust
Peripheral Access Crates / Espressif
esp8266-note: esp8266 is archived, no further development planned
HAL implementation crates / STMicroelectronics
stm32f1xx-hal-- Can be run on boards like the Blue-pill, Nucleo-F103RB, and similar boards
Board support crates / Sodaq
sodaq_one- Board support for the Sodaq one board in the atsamd-rs (⭐612) repo. It is an atsamd-rs tier 2 support (⭐612) board.
4. Awesome Appsec
Books
Security Engineering - Third Edition (2020)
Released: November 1, 2020
Websites
SecDim
SecDim is an appsec edutainment platform, Learn appsec with free git based labs. Think you got what it takes to build a secure app? Challenge yourself with appsec games! Fix bugs, get a score and your name on the leaderboards.
5. Awesome Cpp
Artificial Intelligence
- Txeo (⭐50) - A modern C++ wrapper for TensorFlow. [Apache]
6. Awesome Fiber
🛠️ Tools / 🌱 Third Party
- Alibaba/opentelemetry-go-auto-instrumentation (⭐619) - A tool to monitor fiber application without changing any code with OpenTelemetry APIs.
7. Awesome Linguistics
Platforms and toolkits
- tyo (⭐0) - A utility for finding Typo-Bridges.
8. Css Protips
Translations / Demo
9. Awesome Zsh Plugins
Plugins / superconsole - Windows-only
- histree (⭐4) - Integrates with histree-core (⭐10) to provide enhanced command history logging with directory awareness.
- smart-files (⭐4) - Enhances CLI by providing visual feedback for file paths and automatically creating directories when needed. It highlights paths in different colors based on their status (existing, new, or permission-denied) and handles directory creation automatically.
Themes / superconsole - Windows-only
- pbsegments (⭐0) -A minimal and visually appealing custom theme for oh-my-zsh (⭐180k). It features a clean, segment-based prompt, optimized for readability and usability. Includes decorators for
gitstatus, current directory and username.
10. Ai Collective Tools
Education
- Quizb - Generate engaging quiz questions effortlessly with QuizB.ai. Harness the power of AI to create customized quizzes for education, training, and fun.
#freemium
Spreadsheets
- Excelmatic - Chat with Excel, effortlessly process(analyze) Excel data using natural language with Excelmatic
#freemium
11. Awesome Vite
Framework-agnostic Plugins / Loaders
- @goodforyou/vite-plugin-markdown-import (⭐0) - Directly import Markdown files as a string, with support for front-matter attributes as an object.
12. Awesome Playcanvas
PlayCanvas Products
- PlayCanvas Engine (⭐10k) - Open source JavaScript graphics application framework.
- PlayCanvas React (⭐250) - Open source React wrapper for the PlayCanvas Engine.
- PlayCanvas Web Components (⭐42) - Open source Web Components wrapper for the PlayCanvas Engine.
- SuperSplat - Open source platform for editing and publishing 3D Gaussian Splats.
- Model Viewer - Open source model viewer for viewing glTF and PLY (3D Gaussian Splats) files.
- Texture Tool (⭐7) - Open source tool for reprojecting textures.
- PCUI (⭐705) - Open source front-end framework used by the PlayCanvas toolset.
Community
Games / IO Games
- Animal Obby - Switch between animals with unique abilities to reach the goal.
13. Awesome Go
DevOps Tools / Libraries for creating HTTP middlewares
- aptly (⭐2.7k) - aptly is a Debian repository management tool.
14. Awesome Typescript
Cloud Data Warehousing / Playground
- DynamoDB-Toolbox (⭐1.9k) Light-weight and type-safe query builder for AWS DynamoDB
Libraries / Chrome Extensions
- 🐙 Onion.JS (⭐12) - Design and apply wrappers (i.e. high-order functions) without breaking types! Based on HotScript (⭐3.6k) high-order types.
15. Awesome Javascript
Templating Engines / Runner
- hmpl - Server-oriented customizable templating for JavaScript.
16. Awesome Firebase Genkit
Solutions / Dart - Official
internal AI- An open-source Genkit-based internal AI chat application.
Videos / Dart - Official
- Getting started with Genkit (outdated) - A video tutorial on how to get started with Genkit.
- What are Genkit flows? (outdated) - Flows are a key concept in Genkit. Learn what makes them special, and how to use them.
- Build an Angular app with Genkit and deploy to Firebase (outdated) - Join Pavel as he builds an Angular app and deploys it to Firebase.
- DeepDive #1 - Genkit's reflection API and how it powers Genkit's developer UI (outdated) - Learn how the Genkit developer UI communicates with Genkit through the reflection API.
- Retrieval Augmented Generation (RAG) with Genkit (outdated) - Learn how to efficiently parse PDFs, convert their content into searchable vectors using Genkit's local vector store, and implement a re-ranker to pinpoint the most relevant documents for your queries.
- Firebase After Hours #4 - Genkit: Tooltime (outdated) - Learn how to give LLMs superpowers by conneting the to the real world using tool calling.
Articles / Dart - Official
- Extracting structured data from PDFs using Gemini 2.0 and Genkit - Learn how to extract structured data from PDFs using Gemini 2.0 and Genkit 1.0.
17. Urban and Regional Planning Resources
Public Data Resources / Equity and Environmental Justice
- Tree Equity Score - This dataset provides measures how well the critical benefits of urban tree canopy are reaching those who need them most in urbanized areas.
- Screening Tools - Screening Tools is a project of Public Environmental Data Partners that is archiving and providing federal datasets related to environmental and social vulnerability screening. Datasets distributed and screening tools made available through this site include EJ Screen and CDC SVI for example.
18. Awesome Mongodb
Tools / Desktop
- Moon Modeler - Data modeling tool for MongoDB and relational databases
19. Awesome Connectivity Info
Connectivity Maps
- Submarine Telecoms Forum - SubTelForum has an excellent interactive map and directory of undersea cables as well as an annual almanac.
20. Awesome Ocaml
Developer Tools
- puml2xml (⭐2) – A PlantUML (.puml) to XML (.xmi) converter.
21. Awesome Generative Deep Art
Online Tools and Applications
- PerchanceStory: PerchanceStory is an AI-based interactive story generator, which generates ever-changing story endings with endless possibilities based on simple user-provided input.
22. Awesome Langchain
Tools / Low-code
- Flock (⭐915): Flock is a workflow-based low-code platform for rapidly building chatbots, RAG, and coordinating multi-agent teams
Tools / Agents
- CrewAI (⭐34k): Cutting-edge framework for orchestrating role-playing, autonomous AI agents.
Open Source Projects / Knowledge Management
- Minima (⭐756): Chat with local documents, connect local environment to ChatGPT or Claude
Complement to this list / Videos Playlists
- Awesome Language Agents (⭐977): List of language agents based on paper "Cognitive Architectures for Language Agents"
23. Awesome Testing
Software / API Testing
- CORS Tester - A tool for developers and API testers to check if an API is CORS-enabled for a given domain and identify gaps.
- Keploy (⭐10k) - API Testing Platform that automatically generates unit test cases along with dependency mocks.
- RestQA (⭐90) - REST API testing framework based on Gherkin.
- Zato API Test - API testing in plain English with extendable Python implementation.
Software / Security Testing
- BeEF - Manipulate the browser by exploiting any XSS vulnerabilities you find.
- OWASP ZAP (⭐14k) - Intercepting proxy for HTTP traffic manipulation, security scanning, and exploitation.
Software / Service Virtualization
- Beeceptor - Easy to use no-code mock servers for service virtualization. Rest, SOAP, GraphQL supported. Create an API mock server from OpenAPI Specification or Postman collection.
- DeepfakeHTTP (⭐516) - Web server using HTTP dumps as a response source for API simulation.
- WireMock (⭐6.9k) - Open source HTTP mock engine written in Java. Embed in your test code, run as a standalone process, or deploy via Docker.
Software / Visual Testing
- Fluxguard - Screenshot pixel and DOM change comparisons.
- GoodLooks (⭐44) - AI-powered visual validation for Playwright tests.
- TestingBot - Supports automated, manual, and visual testing.
- recheck-web (⭐268) - Change comparison tool with Golden Masters and "unbreakable Selenium" tests.
- wopee.io - Autonomous visual regression testing platform.
Software / UI & End-to-End Testing
- BugBug - No-code test automation tool for web applications.
- Courgette - Declarative BDD UI testing with Gherkin.
- Ferrum (⭐1.9k) - Chrome automation via CDP with a high-level Ruby API.
- Hyperbrowser - Scalable headless browser testing with built-in session recording.
- Hercules (⭐585) - Open-source end-to-end testing agent.
- LambdaTest - Unified enterprise test execution cloud platform for browser and mobile testing.
- Octomind - AI-powered test case discovery and maintenance.
- playwright-bdd (⭐461) - BDD-style Playwright testing.
- QA Wolf (⭐3.4k) - Node.js library for creating browser tests faster.
Software / Test Management
- Kiwi TCMS (⭐1.1k) - Open-source test case management.
- TestLink (⭐1.5k) - Open-source test case management system.
- Testomatio - Modern TCMS allowing sync of manual and automated tests.
Software / Test Data Management
- Synth (⭐1.4k) - Open-source test data generator.
- Touca (⭐502) - Continuous regression testing for behavioral and performance comparisons.
- test-each (⭐114) - Data-driven testing framework.
Software / Browser Extensions & Utilities
- Bug Magnet - Field-based value suggestions for form testing.
- Check All - Provides a "Select All" function where missing.
- Full Page Screenshot - Capture full-page screenshots.
- Form Filler - Auto-fill large forms with dummy data.
- ProxySwitcher - Easy proxy switching for test/prod environments.
- Requestly - A lightweight proxy to intercept and modify network requests.
Software / Accessibility & Usability Testing
- Colour Blindness Simulator - Simulate different types of color blindness.
Software / Performance & Load Testing
- Yslow - Analyze web page performance based on Yahoo!'s rules.
Software / Web3 & Blockchain Testing
- Cannon - Continuous configuration automation for Ethereum.
- Dapp.tools - Command-line tools and smart contract libraries for Ethereum.
- Ganache - Personal Ethereum blockchain for running tests.
- Foundry (⭐9.1k) - Fast, modular toolkit for Ethereum development.
- Hardhat - Ethereum development and testing environment.
- Truffle Suite - Comprehensive smart contract development suite.
- Robot Framework Solidity Testing Toolkit (⭐13) - Robot Framework integration for Solidity testing.
Software / Test Automation Frameworks
- Robot Framework - Generic open-source automation framework for testing and RPA.
Software / Screen Recording & Session Replays
- Captura (⭐10k) - Open-source video recording tool.
- Replayable - Desktop dashcam for capturing manual testing sessions.
Software / Mind Mapping & Documentation
- Xmind - Mind mapping tool for documenting test cases and strategies.
24. Static Analysis
Programming Languages / Other
- lint (⭐277) — An opinionated, community-driven set of lint rules for Dart and Flutter projects. Like pedantic but stricter
- gochecknoglobals (⭐117) — Checks that no globals are present.
- Rudra (⭐1.3k) ⚠️ — Rust Memory Safety & Undefined Behavior Detection. It is capable of analyzing single Rust packages as well as all the packages on crates.io.
Multiple languages / Other
- Corgea ©️ — Corgea is an AI-powered SAST scanner that helps developers find and fix insecure code. It finds business logic flaws, broken authentication, API vulnerabilities, and more with little false positives. Additionally, it automatically writes security fixes for them to approve. Corgea integrates with GitHub, GitLab, Azure DevOps, IDEs and CLI. It is free to try it.
25. Awesome Datascience
Other Awesome Lists / Book Deals (Affiliated)
26. Awesome Micropython
Communications / ESP-NOW
- mp_espnow_wrapper (⭐5) - Send and receive data between ESPs over ESP-NOW without worries.
Display / Graphics
- mp_jpeg (⭐4) - A very fast MicroPython JPEG encoder and decoder for the ESP32.
IO / Joystick
- Micropython_Joystick (⭐1) - A simple and fast library for joysticks over ADC.
Motion / Waveform Generator
- MicroPython Motor Kit (⭐3) - General motor control libraries.
IDEs / SRAM
- pye (⭐242) - On device editor.
27. Awesome Love2d
AI
- LÖVElyTrees (⭐9) - Fully featured behaviour tree implementation with tree rendering.
Math
- Vornmath (⭐15) - The most comprehensive small vector & matrix, complex number, and quaternion library for Lua.
Distribution
- LÖVE Game Development & Automated Build System (⭐115) - Preconfigured VSCode/Codium. Build for Android, iOS, HTML5, Linux, macOS and Windows and automatically publish to Itch.io.
28. Awesome Polars
Official news
Blog posts / Miscellaneous
- Build a Decision Tree in Polars from Scratch - A post that explains how to build a decision tree with Polars by @tocab. Code used is available on Github here (⭐5).
29. Awesome Data Engineering
Data Ingestion
- CsvPath Framework - A delimited data preboarding framework that fills the gap between MFT and the data lake.
30. Awesome Music
Related lists
- Awesome Music Programming (⭐14) - A curated collection of music programming languages, libraries, frameworks and tools.
31. Awesome V
Command-line
- fdup (⭐7) - Find and remove duplicate files.
32. Awesome European Tech
Index / AI
- ZenML 🇩🇪 - Production-Grade MLOps Systems, handling evaluation, monitoring, and deployment at scale.
Index / Cloud
- copyparty (⭐1.3k) 🇳🇴 - Self-hosted file-sharing and file-transfer server.
Index / Communication Tools
- SKRED 🇫🇷 - Secure communication app.
Index / Crowdfunding Platforms
- WhyDonate 🇳🇱 - Raise Money for Charity and Individuals for free.
- JustGiving 🇬🇧 - The worlds leading online fundraising platform, helping charities to make more with GiftAid.
- Goteo 🇪🇸 - Open network for crowdfunding, collaborations and training, leader in social innovation.
- Boomerang 🇩🇰 - Reward, investment and loan-based crowdfunding platform, 100% Danish-owned.
- Ulule 🇫🇷 - Crowdfunding, certified training courses and a store of sustainable brands, to help develop creative, sustainable projects.
- betterplace.org 🇩🇪 - Germany's largest donation platform: non-profit and non-profit-oriented.
- Give&Fund 🇬🇷 - Easy-to-use and safe crowdfunding platform that offers you a better way to raise money online.
- RaiseNow 🇨🇭 - Powerful donation platform for nonprofits of all sizes.
Index / Cybersecurity
- ALTCHA 🇨🇿 - Captcha and spam protection.
Index / Database Management Systems
- Tinybird 🇪🇸 - Tinybird abstracts data ingestion, storage, compute, and API development into a single workflow
Index / FinTech
- bunq 🇳🇱 - Mobile-first bank.
Index / Gaming Projects
- GOG 🇵🇱 - Digital game shop with DRM-free games only.
Index / Mail Providers
- Mailo 🇫🇷 - French mail provider with ethical focus.
Index / Marketing Tools
- GetResponse 🇵🇱 - Email marketing software.
- RenderForm 🇵🇱 - Image generation and automation tool.
Index / Music and Travel
- Deezer 🇫🇷 - Audio streaming and media services provider with user centric money distribution.
- Qobuz 🇫🇷 - Audio streaming and media services provider with Hi-Fi quality.
Index / Productivity Tools
- AnyType 🇨🇭 - Open source, end-to-end encrypted alternative to Notion.
Index / Translation services
- SimpleLocalize 🇵🇱 - Translation management for software projects.
Index / VPS
- Krystal 🇬🇧
Index / VPN
- PrivateVPN 🇸🇪 - VPN service with port forwarding features.
- ProtonVPN 🇨🇭 - VPN with built-in adblocker, uses custom Stealth protocol.
Index / Web Analytics
- Plausible 🇪🇪 - Open-source Google Analytics alternative.
- Wide Angle Analytics 🇵🇱 - Privacy-first analytics with EU data hosting.
33. Awesome Neovim
AI / Diagnostics
- claudius.nvim (⭐24) - Text-based interface for chatting with Claude AI directly in your buffer.
File Explorer / Diagnostics
- Enigama/miss.nvim (⭐10) - Simple popup with changed
unsavedfiles, allowing you to save and open them. Helps to avoid forgetting to add something to GitHub or similar.
Tree-sitter Supported Colorscheme / Diagnostics
- thesimonho/kanagawa-paper.nvim (⭐265) - Remixed light and dark Kanagawa colourschemes with muted colors.
Utility / Diagnostics
- neanvo/buben.nvim (⭐5) - Human-readable names to blockchain(eth) addresses.
- josephburgess/nvumi (⭐45) - Natural language calculator in a scratch buffer.
34. Awesome Agi Cocosci
Bayesian Modeling / Nonparametric Model
- Nonparametric Bayesian Logic - UAI'05, 2005. [All Versions]. [Preprint]. The Bayesian Logic (BLOG) language was recently developed for defining first-order probability models over worlds with unknown numbers of objects. It handles important problems in AI, including data association and population estimation. This paper extends BLOG by adopting generative processes over function spaces — known as nonparametrics in the Bayesian literature. This work introduces syntax for reasoning about arbitrary collections of objects, and their properties, in an intuitive manner. By exploiting exchangeability, distributions over unknown objects and their attributes are cast as Dirichlet processes, which resolve difficulties in model selection and inference caused by varying numbers of objects.
- Infinite Hidden Relational Models - UAI'06, 2006. [All Versions]. [Preprint]. Relational learning analyzes the probabilistic constraints between the attributes of entities and relationships. This work extends the expressiveness of relational models by introducing for each entity (or object) an infinite-dimensional latent variable as part of a Dirichlet process (DP) mixture model. This work discusses inference in the model, which is based on a DP Gibbs sampler, i.e., the Chinese restaurant process. The authors extended the Chinese restaurant process to be applicable to relational modeling.
- Statistical Predicate Invention - ICML'07, 2007. [All Versions]. This work proposes statistical predicate invention as a key problem for statistical relational learning. SPI is the problem of discovering new concepts, properties and relations in structured data, and generalizes hidden variable discovery in statistical models and predicate invention in ILP. This work proposes an initial model for SPI based on second-order Markov logic, in which predicates as well as arguments can be variables, and the domain of discourse is not fully known in advance. The proposed approach iteratively refines clusters of symbols based on the clusters of symbols they appear in atoms with (e.g., it clusters relations by the clusters of the objects they relate).
Bayesian Modeling / Bayesian Optimization
- Taking the Human Out of the Loop: A Review of Bayesian Optimization - Proceedings of the IEEE, 2015. [All Versions]. [Preprint]. Big Data applications are typically associated with systems involving large numbers of users, massive complex software systems, and large-scale heterogeneous computing and storage architectures. The construction of such systems involves many distributed design choices. The end products (e.g., recommendation systems, medical analysis tools, real-time game engines, speech recognizers) thus involve many tunable configuration parameters. These parameters are often specified and hard-coded into the software by various developers or teams. If optimized jointly, these parameters can result in significant improvements. Bayesian optimization is a powerful tool for the joint optimization of design choices that is gaining great popularity in recent years. It promises greater automation so as to increase both product quality and human productivity. This review paper introduces Bayesian optimization, highlights some of its methodological aspects, and showcases a wide range of applications.
- Practical Bayesian Optimization of Machine Learning Algorithms - NeurIPS'12, 2012. [All Versions]. The use of machine learning algorithms frequently involves careful tuning of learning parameters and model hyperparameters. Unfortunately, this tuning is often a “black art” requiring expert experience, rules of thumb, or sometimes brute-force search. There is therefore great appeal for automatic approaches that can optimize the performance of any given learning algorithm to the problem at hand. This work considers this problem through the framework of Bayesian optimization, in which a learning algorithm’s generalization performance is modeled as a sample from a Gaussian process (GP). The authors show that certain choices for the nature of the GP, such as the type of kernel and the treatment of its hyperparameters, can play a crucial role in obtaining a good optimizer that can achieve expert-level performance. The authors describe new algorithms that take into account the variable cost (duration) of learning algorithm experiments and that can leverage the presence of multiple cores for parallel experimentation. These proposed algorithms improve on previous automatic procedures and can reach or surpass human expert-level optimization for many algorithms including Latent Dirichlet Allocation, Structured SVMs and convolutional neural networks.
Domain Specific Language / Design Automation
- AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints - ACL'24, 2024. [All Versions]. [Preprint]. [Project]. The original paper on the automated design of DSLs, referred to as AutoDSL. Accurate representation of procedures in restricted scenarios, such as non-standardized scientific experiments, requires precise depiction of constraints. Unfortunately, Domain-Specific Language (DSL), as an effective tool to express constraints structurally, often requires case-by-case hand-crafting, necessitating customized, labor-intensive efforts. To overcome this challenge, this paper introduces the AutoDSL framework to automate DSL-based constraint design across various domains. Utilizing domain specified experimental protocol corpora, AutoDSL optimizes syntactic constraints and abstracts semantic constraints. Quantitative and qualitative analyses of the DSLs designed by AutoDSL across five distinct domains highlight its potential as an auxiliary module for language models, aiming to improve procedural planning and execution.
35. Awesome Theoretical Computer Science
Cheat Sheets / Lecture Videos Playlist
36. Awesome Angular
Exercises / Google Developer Experts
- angular-debug-quest (⭐34) - Sharpen your skills at fixing bugs in Angular applications for a better understanding of the framework.
Online Training / Google Developer Experts
- learnbydo.ing - Learn {Web} programming with Courses, Books & Exercises from Fabio Biondi. Content either in Italian or English.
- Design Shift - Generate Angular components you want from Uizard layouts.
Analytics / Google Developer Experts
- ngx-meta-pixel (⭐2) - This package enables you to setup Meta Pixel for your Angular application.
GraphQL / Google Developer Experts
- takeshape - It's easy to build a GraphQL API using TakeShape. Integrating with an Angular project is easy, and you can follow this guide.
HTTP / Google Developer Experts
- ng-rest-client (⭐1) - This library provides a set of decorators for simplifying HTTP requests. It enables developers to define RESTful API clients using decorators for common HTTP methods.
- ngx-http-helper (⭐1) - A lightweight library to easily call your APIs and add JWT token or API key on each header request.
Integrations / Google Developer Experts
- ngx-pocketbase (⭐3) - PocketBase Angular SDK for interacting with the PocketBase API. Based on the PocketBase JavaScript SDK (⭐2.5k).
Internationalization / Google Developer Experts
- @transifex/angular (⭐46) - You can easily localize Angular components using the @transifex/angular library extension. This library extends the functionality of Transifex Native JavaScript SDK.
- Crowdin - Crowdin is AI-powered localization software for teams and businesses. Automate the translation of your content with 600+ apps and integrations.
Updating / Google Developer Experts
- Angular Caniuse - Track Angular features from preview to stable stages.
Editor Components / Google Developer Experts
- ngx-editorjs2 (⭐2) - A highly extensible block-style editor inspired by Editor.js. It allows users to create and manage rich text content using a variety of customizable blocks while leveraging Angular's reactive capabilities. https://github.com/Ba5ik7/ngx-editor-js2-blocks (⭐2) contain custom blocks that extend the editor with additional content types.
Form Controls / Google Developer Experts
- ngx-card-wrapper (⭐1) - Angular >=16 wrapper for card.js (⭐12k), which provides a credit card form.
Loaders / Google Developer Experts
- square-progress (⭐3) - Square progress bar with animation.
Unspecified / Google Developer Experts
- bryntum - World class web components for calendars, gantt charts, kanban boards, and scheduling.
37. Free for Dev
APIs, Data, and ML
- PDFBolt - Developer-focused PDF generation API designed with privacy in mind. It offers Stripe-inspired documentation and includes 500 free PDF conversions per month.
Tools for Teams and Collaboration
- Huly - All-in-One Project Management Platform (alternative to Linear, Jira, Slack, Notion, Motion) - unlimited users, 10GB storage per workspace, 10GB video(audio) traffic.
CI and CD
- LocalOps - Deploy your app on AWS/GCP/Azure in under 30 minutes. Setup standardised app environments on any cloud, which come with in-built continuous deployment automation and advanced observability. The free plan allows 1 user and 1 app environment.
Testing
- CORS-Tester - A free tool for developers and API testers to check if an API is CORS-enabled for a given domain and identify gaps. Get actionable insights.
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