The hottest Automation Substack posts right now

And their main takeaways
Category
Top Technology Topics

SRE Essentials

Certo Modo • 0 implied HN points • 06 Mar 23
🕹 Technology Automation
  1. Site Reliability Engineering (SRE) teams drive higher operational maturity, remove sources of toil, and improve service reliability.
  2. Establishing strong SRE practices involves shared operational responsibility, measuring customer success, using error budgets to prioritize work, and learning from failures in a blameless manner.
  3. Properly staffing on-call rotations and ensuring humane work-life balance are essential for SRE team success.

On-Call Retrospectives

Certo Modo • 0 implied HN points • 01 Feb 23
🕹 Technology Automation
  1. On-call retrospectives help teams stay connected to the real operational challenges they face and provide insights on how to enhance the on-call experience.
  2. Holding weekly meetings where team members share metrics, experiences, and discuss improvements can lead to a more efficient and enjoyable on-call rotation.
  3. Taking notes during the retrospective and translating them into actionable tasks for improvement can result in smoother on-call shifts and increased team productivity.

Blameless Postmortems

Certo Modo • 0 implied HN points • 27 Jan 23
🕹 Technology Automation
  1. Conduct blameless postmortems to learn from failures and improve system reliability.
  2. Create an environment of psychological safety for teams to openly discuss incident factors.
  3. Moderate postmortems by setting blameless tone, avoiding 'human error' as root cause, and probing underlying failures.

Are Acemoglu and Johnson right about AI?

Joshua Gans' Newsletter • 0 implied HN points • 19 May 23
🕹 Technology Automation
  1. Acemoglu and Johnson discuss how power in the economy is determined by persuasion and political institutions, not just by economic forces. They stress the importance of understanding and addressing these power dynamics.
  2. The authors argue that technology, including AI, is not predetermined to drive inequality; instead, it depends on the choices made by companies and powerful actors. This challenges the idea of inevitable inequality due to technological advancement.
  3. Acemoglu and Johnson express concerns about AI automation potentially leading to the loss of valuable human skills and expertise, emphasizing the importance of considering the long-term impacts of AI adoption. They caution against short-term views on worker contributions.

Are Acemoglu and Johnson right about AI?

Joshua Gans' Newsletter • 0 implied HN points • 19 May 23
🕹 Technology Automation
  1. Daron Acemoglu and Simon Johnson's book 'Power and Progress' delves into power dynamics in economics, emphasizing the role of political institutions in shaping economic value distribution.
  2. Acemoglu and Johnson present a view on AI automation, suggesting that AI replicated human tasks but does not offer significant productivity gains. They express concerns about automation leading to job loss without substantial benefits.
  3. Contrary to Acemoglu and Johnson's view, it's argued that AI can bring massive productivity improvements and that current AI adoption signifies significant advancements. The book's projections about AI's negative impacts are viewed with skepticism.
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The discourse about AI is weirdly terrible

Joshua Gans' Newsletter • 0 implied HN points • 08 May 23
🕹 Technology Automation
  1. The debate on AI lacks economics and is often polarized and unproductive.
  2. The core of the AI discussion is essentially about regulation, where uncertainty should be acknowledged and addressed through experimentation.
  3. Wealthy individuals, despite their usual stance against regulation, are concerned about AI's potential power and advocate for regulation to potentially prevent threats to their status quo.

A meeting that could have been automated

Joshua Gans' Newsletter • 0 implied HN points • 20 Apr 23
🕹 Technology Automation
  1. Meetings can be productive but come with costs like time and dissatisfaction. Despite this, they are essential for organizations to align and move forward.
  2. AI is being used to automate communication tasks like summarizing documents or transcribing meetings. This can save time and make processes more efficient.
  3. The idea of using AI chatbots to attend meetings on behalf of individuals is a creative automation solution. It could potentially revolutionize the way meetings are conducted, making them more efficient and less time-consuming.

Messiness and automation

Joshua Gans' Newsletter • 0 implied HN points • 13 Oct 16
🕹 Technology Automation
  1. Messiness and disorganization can sometimes lead to innovation and better outcomes, challenging the belief that perfection is always necessary.
  2. There is a trade-off between automation for efficiency and the risk of losing skills and expertise, as highlighted in the context of pilot automation systems.
  3. Balancing the level of 'mess' or disorganization in our lives is essential, as too much or too little can both have detrimental consequences.

🎓 Get more productivity, fewer distractions from Slack; Reduce tech debt by automating dependency updates

Become a Senior Engineer • 0 implied HN points • 07 Mar 24
🕹 Technology Automation
  1. Improve communication on Slack by using channels, threads, private channels, and useful integrations to keep discussions organized and effective.
  2. Minimize distractions on Slack by adjusting notifications, turning on Do Not Disturb mode, and unsubscribing from noisy threads to focus on your work.
  3. Automating dependency updates can save time, reduce security risks, and improve efficiency for engineers by automating the process of tracking and updating project dependencies.

Amazon, 2019

Venture Prose • 0 implied HN points • 19 Dec 14
🕹 Technology Automation
  1. Amazon offers fast 'within 30 minutes' delivery for various items like a Macbook, following a quick order processing and delivery process.
  2. The practice of offering rapid delivery is not only a trend but also common across different industries like beauty services (glamsquad), transportation (uber), and food delivery (toktoktok).
  3. Customers can experience a seamless delivery process with status updates, drone delivery, and personalized runner arrival alerts within the 30-minute timeframe.

What was the listserv?

Cybernetic Forests • 0 implied HN points • 07 Jun 21
🕹 Technology Automation
  1. Listserves are email discussion lists where people share thoughts and responses on similar topics without likes or shares, but through emails exchanges.
  2. Listserves have roots in academic conversation structures and Usenet Newsgroups, encouraging collaboration and feedback to continue a conversation thread.
  3. Participation in listserves contrasts with modern social media, focusing on thoughtful contributions and respect for ongoing discussions rather than likes and clicks.

Open-sourced library for working with media files

Cosmos • 0 implied HN points • 27 May 23
🕹 Technology Automation
  1. Using a library like Pluto can speed up media editing workflows by automating tasks like converting files, resizing images, creating videos from images, and more.
  2. Pluto offers a variety of scripts to help with tasks such as converting a PDF into a video slideshow, creating GIFs from videos, resizing images for better website performance, and more.
  3. For those working with media files regularly, leveraging Pluto's scripts can save time and streamline the editing process.

Create videos from your documents

Cosmos • 0 implied HN points • 25 May 23
🕹 Technology Automation
  1. Creating videos from documents can help in communicating ideas effectively by allowing viewers to watch at their own pace and understanding.
  2. Converting documents like Google Slides, Microsoft Powerpoint, or PDFs into video slideshows can save time for presenters and make information sharing more efficient.
  3. To create a video from a document, you need to first convert it into a PDF, then into images, and finally use software like ImageMagick and FFmpeg to transform it into a video slideshow with audio.

Insanely Powerful Prompts for Python Dashboard Creation

Data at Depth • 0 implied HN points • 28 May 23
🕹 Technology Automation
  1. ChatGPT simplifies data visualization creation with Python by streamlining cleaning, organizing, and visualizing data.
  2. GPT-4 helps generate code, automate repetitive tasks, and save time in dashboard creation.
  3. The article offers a 7-day free trial subscription to explore more on Python dashboard creation with powerful prompts.

The Platform: General Implementation Capacity

AI Prospects: Toward Global Goal Convergence • 0 implied HN points • 24 Feb 24
🕹 Technology Automation
  1. AI can accelerate the implementation capacity of design, development, production, deployment, and adaptation stages, improving efficiency and scale of sociotechnical systems.
  2. Dividing the implementation process into stages like design, development, production, deployment, and adaptation can help understand AI's role in each stage and potential for transformative impacts.
  3. Using AI for generative design, automation, interactive systems, and adaptation can enhance different stages of implementation workflow, leading to better outcomes and faster progress.

Prospectus

AI Prospects: Toward Global Goal Convergence • 0 implied HN points • 30 Jan 24
🕹 Technology Automation
  1. Advanced AI will have a significant impact on various industries such as automation, robotics, and software development, leading to new systems and technologies.
  2. Understanding the prospects of advanced AI is crucial for future developments and aligning diverse interests towards common goals.
  3. This project aims to explore the transformative potential and implications of AI on global society and invites readers to rethink the future possibilities shaped by artificial intelligence.

Integrating Farspeak with Zapier

Substack von FARSPEAK • 0 implied HN points • 17 May 24
🕹 Technology Automation
  1. Integrating Farspeak with Zapier automates AI workflows by connecting platforms for streamlined processes like data updates and notifications.
  2. Zapier is an automation tool that links various web apps, creating workflows called 'Zaps' with triggers and actions.
  3. Setting up Farspeak with Zapier involves creating accounts, installing necessary packages, connecting via Webhooks, and configuring actions to automate tasks like updating Google Sheets.

Getting Started with Farspeak

Substack von FARSPEAK • 0 implied HN points • 16 May 24
🕹 Technology Automation
  1. Farspeak is an integrated platform for building production-ready AI applications, simplifying the development process for web and app developers.
  2. Farspeak offers language support beyond Python, includes integrated storage solutions for structured and unstructured data, and handles dynamic data efficiently.
  3. Farspeak enables efficient tasks such as writing data, uploading files, scraping web data, querying candidates, and automating tasks, streamlining the AI app development process.

Machine learnings

Metal Machine Music by Ben Tarnoff • 0 implied HN points • 25 Oct 19
🕹 Technology Automation
  1. The mainstream discourse on automation often contains misinformation and exaggerated claims, such as the idea that automation is the primary reason for job loss.
  2. Persistent low demand for labor is attributed not to automation but to long-standing economic factors like global industrial overcapacity.
  3. Historical examples, like the role of the Polaroid Revolutionary Workers Movement in challenging ties with South Africa during apartheid, show the impact of collective action.

Five Lessons From Detection & Response Leaders

Detection at Scale • 0 implied HN points • 26 Sep 22
🕹 Technology Automation
  1. Start with high-quality log data to effectively protect what you can see and establish a reliable source during incidents.
  2. Detection teams are adopting software engineering practices to enhance scale and efficiency, promoting continuous improvement and collaboration.
  3. Automated response in security operations is crucial to reduce human error, focus on critical tasks, and evolve from reactive to proactive detection and response.

Better approach to Error Handling in Power Automate as CoE Admin

Power Platform News • 0 implied HN points • 09 Jun 24
🕹 Technology Automation
  1. In Power Automate, a new feature in the Power Platform enables better error handling and proactive management by CoE admins.
  2. When faced with limitations in the platform, such as unsupported triggers, admins can create alternative solutions like setting up recurring flows to monitor and notify about flow failures.
  3. Setting up automated processes to handle errors can streamline operations and improve the efficiency of CoE teams.

Automation Centre in the Power Platform

Power Platform News • 0 implied HN points • 21 May 24
🕹 Technology Automation
  1. The Automation Centre in Power Automate is a new feature that will assist makers in monitoring flows in their environment more efficiently.
  2. It provides data almost within an hour, which is an improvement from the traditional CoE kit that had a one-day delay.
  3. Premium licensing is required for the Automation Centre and it is not available for the default environment.

The mistake departments make and how LLMs can fix it

Power Platform News • 0 implied HN points • 20 Feb 24
🕹 Technology Automation
  1. Improving digital experiences within departments is crucial to help users easily access information and services, just like with ordering food online.
  2. Departments often have a lot to offer but struggle to effectively communicate this to users through traditional brochures or menus.
  3. Utilizing LLMs (Large Language Models) can enhance the user experience by providing better content discovery, making it easier for users to access information and interact with departments.

PowerApps how to guide 1

Power Platform News • 0 implied HN points • 31 Aug 23
🕹 Technology Automation
  1. Create an instant flow and utilize the PowerApps for Makers connector to notify users of new application versions
  2. Maintain a table in Dataverse or SharePoint list with current app versions and if an update is available, inform users with the new app link
  3. Implement solutions using a combination of Power Apps and Power Automate, or solely rely on Power Automate cloud flow to handle notifications for new app versions

Trade and Jobs

Japan Economy Watch • 0 implied HN points • 28 Oct 17
💼 Business Automation
  1. Manufacturing job loss is mainly due to automation, not trade.
  2. Modern machinery has significantly increased productivity, requiring fewer workers to produce the same output.
  3. The lack of rise in workers' wages is not because of globalization, but due to power dynamics in Washington.

Using AI in Education Part 2

Solresol • 0 implied HN points • 12 Dec 23
🚌 Education Automation
  1. AI tools like MacWhisper and OpenAI's command-line tools can help automate transcription of lectures, making it easier to generate accurate transcripts of recorded lessons.
  2. The use of AI-powered transcription tools like Whisper model or paying OpenAI can benefit students, including those who are hearing-impaired, by providing high-quality transcriptions that enhance their learning experience.
  3. The advancements in transcription technology have made high-quality voice-to-text transcriptions more reliable and accessible, improving the overall educational experience for all students.

Workplace Culture & AI: It Gets Complicated Fast

The Digital Anthropologist • 0 implied HN points • 02 Jan 24
🕹 Technology Automation
  1. Introducing AI agents in the workplace can lead to complex cultural impacts and challenges that traditional AI tools don't pose.
  2. AI agents, with agency and social interactions, can become social actors and adopt traits of their workplace environment, which includes toxic or empowering cultures.
  3. The use of AI agents in the workplace brings forth unique complications such as knowledge management risks, governance challenges, and the need to redefine productivity metrics beyond traditional approaches.

How to Automate Dataflow Flex-Template Deployments with GitLab CI/CD

realkinetic • 0 implied HN points • 23 Feb 24
🕹 Technology Automation
  1. Approach data engineering like software products, applying software engineering SDLC principles can help automate Google Cloud Dataflow with GitLab CI/CD pipelines.
  2. A Dataflow flex-template consists of a Dockerfile and a template specification JSON file, offering advantages like separating implementation from deployment and enabling different teams to work on the pipeline.
  3. Using GitLab's CI/CD for deploying Dataflow flex-templates is beneficial due to its intuitive UI, CI Linting feature, out-of-the-box security, and environment integration tools.

Six practices for implementing Kubernetes on GCP

realkinetic • 0 implied HN points • 27 Feb 23
🕹 Technology Automation
  1. Use Minikube for local Kubernetes development to ensure consistency with production version.
  2. Build containers with caution, favoring restricted base images to reduce vulnerabilities and improve security.
  3. Ensure automation in deployments, design for rollbacks, and use immutable infrastructure principles for managing Kubernetes applications.

Try it now Joe: avoiding costly mistakes with admin portals

realkinetic • 0 implied HN points • 30 May 19
🕹 Technology Automation
  1. Avoid manually changing settings in databases or running CLI tools on production servers - it's risky and can lead to costly mistakes.
  2. Invest in building admin portals for applications to access diagnostic tools and configuration settings - it pays off with increased safety and reduced time-to-resolution.
  3. Admin portals allow for enforcing business rules, masking sensitive data, and empowering support staff to handle diagnostics and repairs - leading to more efficient resolution of issues.

Scaling DevOps and the Revival of Operations

realkinetic • 0 implied HN points • 18 Apr 18
🕹 Technology Automation
  1. Ops is evolving due to cloud, automation, and importance of DevOps. The focus is on automation augmenting us for better software.
  2. Operations is shifting to NewOps, bridging cloud infrastructure and product development. Software is the future of Ops.
  3. Specialization and scaling in Ops involve empowering development teams through tooling, automation, and a product mindset. Focus on enabling developers to self-service with guardrails in place.

The Future of Ops

realkinetic • 0 implied HN points • 13 Feb 18
🕹 Technology Automation
  1. Traditional Operations is evolving with the move to cloud, embracing the 'NoOps movement' and focusing on automation and key services.
  2. The future of QA and Ops involves a shift towards tool-focused roles, with teams building tools and being embedded within development teams.
  3. NewOps treats Ops like a product team, emphasizes empowering developers, and integrates systems thinking and accountability within development.