Automation Insights

Stay ahead in the automation game. | 2026-03-15

The Big One

This week, the conversation around AI's effectiveness took a critical turn. An article from The New Stack highlighted the recurring failures of AI systems, particularly in coding tools and team collaboration. Despite high expectations, many organizations find that these systems often fall short of delivering the seamless integration and efficiency promised. The takeaway? As you explore AI tools for your operations, it's crucial to assess their actual impact on productivity and not just their potential. Don't get swept up in the hype; ensure the technology aligns with your specific workflows and needs.

Quick Hits

Andrej Karpathy Automates Overnight Experiments: Andrej Karpathy recently shared how a 630-line Python script ran 50 experiments while he slept. This showcases the power of automation in research and development. Why it matters: You can save countless hours by automating repetitive tasks, allowing you to focus on higher-level work. Read more.

New Perplexity APIs Released: Perplexity announced an expansion of its APIs, offering developers access to agentic workflows and orchestration. Why it matters: These tools can streamline workflow automations, helping you save time and enhance productivity with minimal manual intervention. Discover the details.

F-Droid's Warning on Android Developer Verification: F-Droid has expressed concern that Google's verification plan poses a significant threat to alternative app stores. Why it matters: If you develop apps, this could impact your distribution channels. Stay informed and consider alternative strategies for reaching users. Learn more.

AI-Driven Operations & Governance: A recent article emphasized the urgency for organizations to adopt AI governance as a priority. Why it matters: As AI tools become more integrated into workflows, understanding their governance is essential to mitigate risks and ensure compliance. Read the full piece.

Automating Medical Practice Operations with n8n: A Reddit user detailed their experience automating a medical practice using n8n, showcasing over 120 nodes. Why it matters: This is a prime example of how automation can reduce admin friction in any business, allowing teams to focus on core activities. Check it out.

One Thing To Try

This week, consider implementing a simple workflow to summarize voice notes. After a service call, record your notes and use AI to turn them into concise documentation. This can save you a significant amount of typing and streamline your reporting process.

Feel free to reach out if you have any thoughts or questions on these topics! I love hearing from you.

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