The hottest Workflows Substack posts right now

And their main takeaways
Category
Top Technology Topics

Are AI Agentic Workflows the Future of Automation?

The API Changelog • 10 implied HN points • 30 Jan 25
🕹 Technology AI Automation APIs Workflows Data
  1. AI agentic workflows can adapt and make decisions like humans, allowing them to handle unexpected situations in real-time. This makes them more effective than traditional automation, which often breaks down with changes.
  2. Using APIs is essential for AI agentic workflows because they enable access to live data and help connect different services. This makes workflows smarter and more responsive to current events.
  3. Switching to agentic workflows can reduce the maintenance costs of automation and doesn't require deep technical knowledge, making it easier for more people to implement.

The AI Shift: Preparing for What’s Next

Dev Interrupted • 32 implied HN points • 05 Dec 24
🕹 Technology AI Tools Software Development Workflows Talent Acquisition Code Quality
  1. AI tools can help developers work faster, but they need to be careful about the quality of the code. It's important for developers to review what AI produces to ensure it meets necessary standards.
  2. AI is a permanent part of software development, but it has its flaws. Many AI-generated codes can be incorrect, so developers should set up proper checks to keep the software secure and reliable.
  3. To prevent burnout and improve productivity, developers should focus on important projects and let automation tools help with code reviews. Changing hiring practices can also help bring in fresh talent and support better workflows.

Creating Your First Change Request with Sort

Database Engineering by Sort • 7 implied HN points • 18 Dec 24
🕹 Technology Software Databases Workflows Engineering Data Management
  1. Sort helps you manage database changes easily and safely, like how GitHub handles changes. You can propose changes without altering the data right away.
  2. Creating a Change Request is simple. Just suggest what you want to change and set it up for review by others in your organization.
  3. Once a Change Request is approved, it can be applied without hassle. If anything goes wrong during the process, Sort can automatically roll back the changes.

Flexibility vs Randomness

Sunday Letters • 59 implied HN points • 08 Jan 24
💼 Business Creativity Entrepreneurship Productivity Workflows
  1. Finding the right balance between sticking to your creative vision and being flexible is really important. You need to be open to learning without losing what makes your ideas unique.
  2. Having ADHD can make creativity fun but also tricky, as it can lead to random thoughts. It's useful to create limits for yourself so you can explore ideas without getting too distracted.
  3. Using techniques like 'timeboxing' or a 'parking lot' for ideas helps organize your thoughts. This way, you can capture creative sparks without letting them derail your main goals.

Connecting AI with Any API

The API Changelog • 1 implied HN point • 27 Dec 24
🕹 Technology AI APIs Workflows Software Integration
  1. AI can connect to any API, even those without clear documentation. This means you can work with various APIs just by telling the AI what to do in plain language.
  2. Using tools like n8n makes it easier to link AI agents to APIs without needing to code. You can set up workflows that allow the AI to understand and use different API functions.
  3. Providing clear instructions to the AI helps it generate better responses. Adding details about how to query an API can improve the accuracy and clarity of the results you get.
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From Complexity to Simplicity: How Sort Transforms Database Collaboration

Database Engineering by Sort • 7 implied HN points • 16 Apr 24
🕹 Technology Databases Collaboration AI Security Workflows
  1. Sort makes it easier for teams to work together on databases without the usual complicated processes. This helps everyone stay productive and reduces security risks.
  2. You can connect Sort to major database providers and use it on your mobile phone. This means you can collaborate on data from anywhere you go.
  3. Sort simplifies permissions and access control, so you don’t have to worry about sharing connection details. You just add team members to your organization and they get access easily.

Beyond Tasks: Reimagining Workflows in the Age of AI

Shubhi’s Substack • 2 HN points • 17 Mar 24
🕹 Technology AI Startups Workflows
  1. AI will empower individuals to perform tasks beyond their previous scope by shifting work left, prompting reconsideration of user personas and role evolution.
  2. Innovative solutions can enhance workflows, like blending AI copilots with support agents to streamline tech support and improve developer productivity.
  3. Building products with a focus on entire workflows, rather than individual users, can uncover root problems and provide opportunities for improvement and differentiation.

Gradient Flow #35: Optimizing Inference, Workflow Tools, RL in Large Enterprises

Gradient Flow • 19 implied HN points • 20 May 21
🕹 Technology Machine Learning Data science Infrastructure Workflows Reinforcement Learning
  1. Companies are optimizing deep learning inference platforms to handle millions of predictions per day
  2. The future of machine learning relies on developing better abstractions for deep learning infrastructure
  3. Large enterprises are increasingly using reinforcement learning and advanced tools like Knowledge Graphs for improved data analysis and workflow management

7 Steps to Creating the Perfect Agentic Workflow

domsteil • 0 implied HN points • 09 Jan 25
🕹 Technology AI Automation Software Workflows Business
  1. Start by gathering the request input, like emails or orders. This is the first step in setting up the workflow.
  2. Set up filters to decide which requests to process. This helps you manage what gets handled automatically.
  3. Follow a clear workflow process, pulling in the right context and data. This ensures the agent has what it needs to respond accurately.

Announcing the Sort API for Automating Postgres and Snowflake Workflows

Database Engineering by Sort • 0 implied HN points • 07 Nov 24
🕹 Technology APIs Databases Automation Workflows Integration
  1. The Sort API helps automate and manage workflows in Postgres and Snowflake, making it easier for teams to work with their databases.
  2. With Change Requests, users can track, review, and execute changes to their data, which enhances collaboration and transparency.
  3. The API offers powerful querying capabilities, allowing users to define and run their own queries for better data retrieval in their workflows.

Issue #7: When Prompts Go Rogue, Revenue Leaks

OSS.fund Newsletter • 0 implied HN points • 01 May 25
🕹 Technology AI Security Business Enterprise Workflows
  1. Even if employees aren't writing prompts directly, they can still trigger them. These prompts can cause issues in workflows that customers see, which is a big risk.
  2. Prompt security is essential for businesses using AI. Companies need to make sure their prompts are safe to maintain trust and avoid losing customers.
  3. It's important for teams to test how their AI systems handle prompts before real users interact with them. Good testing can prevent issues from affecting the bottom line.