Best of Automation — 2024
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Community Picks·2y
AI will mean more programmers, not fewer
AI will not replace programmers, but it will make them more efficient. It can generate code faster and solve common problems, but it lacks reasoning abilities. AI is a tool that can assist programmers, but it cannot replace their creativity and imagination.
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9 Open Source Projects Every Developer Needs to Bookmark 📚👨💻
Discover 9 powerful open-source projects to enhance your workflow, whether you're a beginner or experienced developer. These tools span cloud management, feature flagging, user feedback, URL shortening, project management, data collaboration, LLM workflow building, privacy-focused AI, and documentation site generation. Each tool comes with detailed features and GitHub repositories for easy access.
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Hacker News·2y
I've Built My First Successful Side Project, and I Hate It
The post describes the author's journey of creating a successful side project that automatises drawing harmonic patterns on TradingView. Despite the success and financial gains, the author faced numerous challenges including maintenance fatigue, demanding customers, and handling disputes and frauds. Ultimately, the author automated various aspects of the project to reduce workload and avoid burnout, but lost interest in maintaining the project. Key lessons include the importance of setting boundaries, customer relations, and the complexities of selling B2C products.
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freeCodeCamp·2y
Learn how to Automate Your Boring Tasks. No-Code Automation [Full Course]
Learn how to automate your boring tasks with no-code automation. Increase productivity and innovation with automation in lead management, e-commerce, ticketing, in-house tasks, and AI. This full course on the freeCodeCamp.org YouTube channel will guide you step-by-step through the process of building smart, automated solutions without coding expertise.
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You should stop writing Dockerfiles today — Do this instead
Learn how to simplify the process of configuring Docker for your project using docker init. Docker init helps generate Dockerfiles, Compose files, and .dockerignore files based on your project's requirements. It supports various programming languages and follows industry best practices.
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ByteByteGo·1y
A Crash Course on Using AI to Save Time and Focus on What Matters
Discover how AI can save you time and enhance productivity with practical steps for writing great AI prompts and eight powerful AI use cases for work. Learn from Peter Yang's experiences and tips on leveraging AI for tasks like summarizing Slack threads, parsing user feedback, learning new topics quickly, and more.
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portkey·2y
Using Prompt Chaining for Complex Tasks
Master prompt chaining to break down complex AI tasks into manageable steps, enhancing the efficiency and accuracy of language model applications. This method offers clear workflow advantages, allowing each prompt to build on previous ones and making each step more manageable. Key benefits include better error handling, modular updates, and improved context retention. Learn to create effective prompt chains and discover tools like Portkey AI for optimizing prompts and managing workflows.
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Cerbos·1y
Role-based access control best practices: 11 top tips
Role-Based Access Control (RBAC) helps businesses manage access to digital resources effectively. Adhering to best practices such as understanding organizational needs, defining clear roles, applying the Least Privilege Principle, using automation, and conducting regular reviews is crucial. Additionally, eliminating conflicting permissions, prioritizing logging and monitoring, providing security training, and maintaining up-to-date records are essential for a secure RBAC system.
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UX Planet·2y
Automate 90% of Your Design Job Search with This AI Workflow
Discover an AI-driven workflow to automate your job search process. This system uses tools like Bardeen for scraping job listings and Google Sheets with App Scripts to filter and organize them. It then leverages GPT-40 mini to analyze job descriptions based on specific criteria, helping you focus on the most relevant opportunities quickly.
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YouTube·2y
This is how I scrape 99% websites via LLM
Explore how advancements in AI, particularly large language models (LLMs), are revolutionizing web scraping in 2024. Learn the best practices for scripting internet data at a large scale, building autonomous web scrapers, and handling complex web interactions. The post demonstrates various kinds of web scraping tasks, including scraping public websites, handling complex web manipulations, and more sophisticated tasks that require reasoning. It also includes details about services like OpenAI, AgentQL, and SpiderCloud that facilitate optimized web content extraction.
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Tech With Tim·2y
5 Ways I Use AI To Automate My Life (as a senior developer)
AI has significantly improved efficiency for this senior developer by automating various tasks. Key uses include writing detailed prompts instead of code, validating large email lists, filtering applications, generating sample data, automating endpoint testing, formatting API requests, understanding code quickly, and generating boilerplate code. The author emphasizes the importance of existing programming knowledge to effectively leverage AI tools.
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Medium·2y
AI Agents: How to build Digital Workers
AI agents are transforming software development by integrating reasoning, decision-making, and action-taking capabilities. Leveraging large language models (LLMs), these agents can autonomously perform complex tasks, evolving from passive responders to intelligent systems. Key components include perception, reasoning (brain), memory, knowledge, and action through APIs. Designing an effective agent involves defining its role, tasks, memory, knowledge sources, and tools. When facing complex problems, a team of specialized agents working together can be more effective. Deployment considerations include security and operational tracking.
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Matt Wolfe·2y
How To Create An AI Agent To Do Your Job For you
Anthropic has launched low-level AI agents capable of executing multi-step tasks autonomously. By giving commands, these agents can perform actions such as scraping data from websites, filling spreadsheets, and more. The setup involves installing Docker, obtaining an API key from Anthropic, and configuring the environment. Despite impressive capabilities, the tool has limitations, such as rate limits and occasional execution errors. This evolving technology shows potential for future improvements in automation and productivity.
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Learn Bash Scripting in 10 minutes🧙♂️🪄
Learn the basics of bash scripting in just 10 minutes. This guide covers essential commands like mkdir, cd, ls, and touch, demonstrates how to write your first bash script, and explains advanced topics such as variables, positional arguments, piping, input/output redirection, if/else statements, case statements, arrays, for loops, functions, AWK, and SED. Perfect for programmers looking to automate repetitive tasks on Linux or macOS.
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We documented 50 common DevOps and SecOps tasks – Here’s what we learned.
After documenting 50 common DevOps and SecOps tasks, key takeaways include the importance of effective querying across cloud resources, the impacts of numerous cloud configuration options, the critical role of security in cloud operations, and the manual nature of mitigating automated vendor billing. Blink offers a no-code/low-code platform to help streamline these tasks and create impactful automations efficiently.
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I built an AI tool to handle my mom's invoices and saved her 20 hours of work! 😲
A developer built an AI tool that automates invoice processing for a small business, saving 20 hours of manual work. The tool uses Composio for retrieving emails and attachments, Nanonets for extracting data from PDFs, and Google Sheets for organizing the information. The project leverages technologies like GmailGenius, CrewAI, React, Firebase for authentication, and FastAPI for the backend, creating a streamlined solution for managing invoices.
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I built an AI Agent to validate my PR without actually doing it myself 🚀⚡
Composio developed an AI agent to automate the review process of pull requests (PRs). The agent uses an event listener to detect PR events, then leverages a large language model (LLM) for the review. It posts the review as a comment on the PR and sends a summary to Slack. Integration and triggers can be managed via Composio's CLI or dashboard. The platform supports various tools and integrations to streamline workflows.
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I Like Makefiles
Makefiles are a convenient automation tool for managing project builds and deployments. They offer a standardized way to execute commands like `make build` and `make dev`, making it easy to work with varied technologies. Makefiles are simple, often composed of straightforward shell commands, and can integrate with tools like Docker or gulp. Their ubiquity and simplicity make them especially useful in restricted environments where installing additional dependencies might be challenging.
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An0n Ali·2y
Python Basics for HACKERS!
Learning Python basics can significantly enhance your hacking skills by helping you create or modify tools to exploit vulnerabilities. Instead of mastering the entire language, focus on understanding variables, loops, and classes to troubleshoot and adjust code effectively. For learning, free online courses or structured platforms like Codecademy are highly recommended.
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Pass the GitHub Actions Certification Exam
Prepare for the GitHub Actions certification exam with a free course on the freeCodeCamp.org YouTube channel. Learn how to automate software workflows using GitHub Actions. Enhance your skills, gain recognition, and contribute more effectively.
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Jenkins Step-by-Step Guide on Crafting a Continuous Delivery and Deployment Pipeline
CI/CD involves Continuous Integration for frequently merging code changes and Continuous Delivery for automating deployments. A build job in Jenkins automates tasks in the build process. Freestyle projects allow flexible job configurations without a pipeline structure. The guide walks through creating an agent in Jenkins and setting up a freestyle project to build a Docker image.
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How do I deploy my Laravel applications using Github Action?
Deploying Laravel applications can be automated using GitHub Actions to streamline the process. This guide provides step-by-step instructions to set up a GitHub Actions pipeline, including the necessary YAML and bash scripts. It explains the creation of a `.github/workflows` directory, the setup of variables for repository secrets, and the jobs for building, deploying, and cleaning up a decoy branch. The post offers solutions for handling deployments on low-end cPanel servers and emphasizes the importance of resource optimization.
