Best of Automation — November 2024
- 1
- 2
Community Picks·2y
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.
- 3
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.
- 4
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.
- 5
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.
- 6
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.
- 7
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.
- 8
Tech With Tim·1y
How To Make Money From Python - A Complete Guide
Learn various ways to make money with Python skills beyond traditional employment. The methods include building bots and automation tools, creating courses and content, integrating AI for businesses, engaging in algorithmic trading, developing full-stack web applications, and performing data analysis and cleaning. The guide provides practical examples and insights to get started in these niches, even if you're not an expert.
- 9
Real Python·1y
Continuous Integration and Deployment for Python With GitHub Actions – Real Python
Automate your Python project's workflows using GitHub Actions to implement Continuous Integration and Continuous Deployment (CI/CD). Learn to automate linting, testing, and deployment processes, secure your credentials, and handle security and dependency updates efficiently. Enhance software quality and streamline deployment with customizable and reproducible environments.
- 10
kestra-io/kestra: :zap: Workflow Automation Platform. Orchestrate & Schedule code in any language, run anywhere, 500+ plugins. Alternative to Zapier, Rundeck, Camunda, Airflow...
Kestra is an open-source, event-driven orchestration platform that simplifies the creation of scheduled and event-driven workflows. Its key features include a declarative YAML interface, robust plugin ecosystem, intuitive UI, and compatibility with Git version control. It supports running tasks in various languages and environments, such as Docker and Kubernetes, and integrates seamlessly with cloud services like AWS, Google Cloud, and Azure. Kestra's scalable infrastructure is designed for high availability and can handle millions of workflows, enabling powerful automation and data processing capabilities.
- 11
Scheduling Tasks with CRON Jobs in Node.js
Learn how to set up and manage CRON jobs in Node.js to schedule tasks at specific intervals, such as backups, logging, notifications, and cleanups. The guide covers installing the 'node-cron' and 'express' packages, writing and running CRON jobs, understanding the syntax, and implementing best practices and potential pitfalls.
- 12
Hacker News·2y
ahmetsait/toolgit: Git Productivity Toolkit
ToolGit is a collection of scripts that extend Git with various sub-commands to improve productivity. It includes commands like `git-amend` for amending staged changes, `git-delete-gone-branches` for cleaning up local branches, and `git-mode-restore` for restoring file modes in the index and worktree. Commands can be accessed by adding ToolGit to your PATH environment variable and using the `-?` switch to learn about their options.
- 13
Product Hunt·2y
Julep AI - Automate Browser Tasks with AI Workflows
Julep AI is a new browser extension designed to automate browser tasks using AI workflows. Launched by a team of developers, it aims to streamline tasks for users by leveraging artificial intelligence. Featured on November 22nd, 2024, this is its first introduction to the market.
- 14
PrefectHQ/prefect: Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
Prefect is a Python-based workflow orchestration framework designed to build resilient data pipelines. It automates data processes with features like scheduling, caching, retries, and event-based automations. With Prefect, workflows can be monitored through a self-hosted server or Prefect Cloud. It supports Python 3.9 or later and can be easily installed using pip.
- 15
#!/usr/bin/env -S uv run
Using the shebang line '#!/usr/bin/env -S uv run' in a Python script allows the script to create its own isolated environment with the correct installed dependencies and Python version when executed. This method works on any machine with the 'uv' binary installed.
- 16
Semaphore·1y
Top 10 Rules of Continuous Integration
Continuous Integration (CI) is crucial in modern software development, enhancing collaboration, speeding up releases, and aligning software with business needs. Key practices include using version control for a shared core repository, committing code frequently, automating builds and tests, implementing smart triggers and branch-specific pipelines, automating code and security checks, and mirroring production environments for testing. Additionally, monitoring and measuring CI performance and optimizing build and test performance are essential for efficiency. These best practices ensure a reliable, efficient CI pipeline, improving overall development processes.
- 17
System Weakness·2y
Automating Securing Ubuntu w/ Ansible
This tutorial guides you through automating the initial setup of an Ubuntu server using Ansible. It covers essential steps like installing packages, creating user accounts, setting up SSH keys, configuring UFW and Fail2Ban, and hardening SSH settings. The playbook provided helps ensure secure and efficient server management.
- 18
gregpr07/browser-use
Browser-Use allows Language Models (LLMs) to interact with websites naturally, offering features like universal LLM support, smart element detection, multi-tab management, and vision model support. Users can customize browser interactions and persist browser states across multiple agents. It supports all LangChain chat models and provides examples and quick start guides to help users get started.
- 19
FULL TikTok Automation Tutorial For Beginners (Make Money Online)
This comprehensive TikTok automation tutorial guides beginners on how to make over $10,000 a month using AI tools, without showing their face or recording. Key steps include choosing a niche, generating content through AI, creating a channel name, setting up channel branding, and optimizing the TikTok page. The tutorial also explains how to monetize from ads, referral links, and sponsorships, and provides free resources and tools for easy implementation.
- 20
Build Anything with Claude Agents, Here’s How
Claude received a major update with the model context protocol (mCP), enabling it to run its own servers and seamlessly interact with external tools and apps. This significantly simplifies the process of building and automating AI agents. The update aims to revolutionize productivity by allowing for multi-step AI processes through simple English prompts. Users can now integrate tools like Brave search and GitHub for enhanced functionality. Setting up these tools might require a bit of effort, but once done, it can perform a wide range of tasks, akin to those of a full-time software developer.
- 21
99 essential resources to help software testers
Over 99 essential resources for software testers, encompassing theories, practical applications, automation, AI, free tools, GitHub repositories, blogs, community support, conferences, ebooks, storytelling, and advocacy. Each section provides curated tools, courses, and materials to elevate your testing skills, from basics to advanced levels.
- 22
selfh.st·2y
This Week in Self-Hosted (15 November 2024)
A roundup of the latest updates and news in self-hosted software from November 15, 2024, including new releases and notable changes. Highlights include updates to Baserow, ByteStash, ChartDB, Formbricks, Hoarder, Immich Kiosk, Linkwarden, Listmonk, lldap, Mealie, NocoDB, Ryot, Swetrix, ToolJet, and 'What's Up Docker?'. Additionally, PostgreSQL 12 has reached end of life, requiring migrations for users. New software releases and a spotlight on self-hosted tools and applications are also featured.
- 23
Towards AI·2y
Why Become an LLM Developer? Launching Towards AI’s New One-Stop Conversion Course
The post discusses the importance and emerging role of LLM (Large Language Model) Developers in the modern AI-driven economy. It introduces a new course by Towards AI that aims to equip learners with essential technical and non-technical skills for developing customized LLM pipelines. The course covers core techniques such as Prompt Engineering, Retrieval-Augmented Generation (RAG), Fine-Tuning, and more, and is designed for Software Developers, Machine Learning Engineers, Data Scientists, and aspiring founders. The course emphasizes practical application through various tools and frameworks, aiming to produce reliable and efficient LLM-based products.
- 24
- 25
Last9·1y
Crontab Logs: Track, Debug, and Optimize Your Cron Jobs
Cron jobs are essential for server automation tasks like database backups and temp file cleanup. Crontab logs are crucial for tracking and troubleshooting these jobs, ensuring they run smoothly by logging execution times, successes, and errors. Tips on enabling and optimizing these logs are discussed to help maintain efficient server operations.
