USEFUL Agentic Workflow: AUTO-Updating Blog with Claude 3.5 Sonnet
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Published 2024-07-01
Discover how to create powerful agentic workflows that can run, prompt, and report automatically by looking at a real use case. This video explores a piece of the future of engineering, showing you how to build systems that work for you while you sleep.
🔬 We dive deep into:
• The structure of sequential agentic workflows
• How to use prompt chains for complex reasoning
• Techniques for auto-updating content with AI
• Integrating notifications into your agentic workflows
🚀 Learn to harness the power of:
• Build agentic workflows that can make decisions and take action
• Claude 3.5 Sonnet insane accuracy and instruction following
• Prompt engineering for real-world use cases
👨💻 Perfect for:
• Engineers obsessed with automation
• AI engineers and prompt engineers
• Developers exploring agentic systems
🔑 Key takeaways:
• Step-by-step breakdown of agentic workflow components
• Tips for building robust, self-improving agentic workflows
• Steps to create "living software" that evolves over time
Don't miss this in-depth look at the future of AI development. Like, subscribe, and hit the notification bell to stay updated on the latest in agentic engineering and AI workflows!
🔥 When to use prompt chains:
• When to use Prompt Chains. DITCHING L...
✅ Minimalist Prompt Chain Code
gist.github.com/disler/d51d7e37c3e5f8d277d8e0a71f4…
🔗 Resources
Pub/Sub Notifications: ntfy.sh/
Python Schedule: schedule.readthedocs.io/en/stable/
📖 Chapters
00:00 Prompts, Prompt Chains, Agentic Workflows
01:23 Auto Blog Agentic Workflow Demo
02:10 NTFY - Crucial Notification Tool
03:20 Breaking Down the Workflow Steps
05:43 Agentic Step - Running the Prompt Chain
10:30 Sequential Agentic Workflow Steps
14:59 5 Tips for Building Agentic Workflows
16:54 The Future - Less Code, More Agent Work
17:40 LLM Killer User Case - Living Software
#agentic #promptengineer #aiagents
All Comments (19)
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This is one of the most informative breakdowns of Agentic Workflows I’ve ever seen 😊
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As always great video, every Monday you deliver. Please keep with this master class.
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Great video! It cleared up my confusion about which agent framework to use. Now, I'll ditch them all and stay close to the metal. Your approach resonates with me and gives me the energy to go on with the ai stuff! Thanks a lot for this content.
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so glad I found you recently - a subscriber now, and I hope to see more from you in the coming years as we enter this new world of AI
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How simple or complicated should the prompts within a system like this be? Are BAPs moot in these cases or can they be a part of it? EDIT: Ah, there we go, I see. 😅
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Great content!
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Great video! I’m currently in the exploration of giving entire chains like this as tools to an open ai assistant to get a hybrid model that triggers any of the defined work flows based on input.
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Great video! I noticed the Gist code is different from the walk through in the video. Is it possible to post the code you used in walk through to get a better understanding on how this agentic process works? Thanks! 👍
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do you know if there is some work of agent networks? like small agents that work together through network/internet, i imagine like dns for agents "find agents for ceirtan tasks domains"
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how can I replace github actions and CI/CD with LLMs? I am trying to create a github action to do checks, and run makefile pipeline after I merge a PR and neither gpt4o or 3.5 sonnet are able to produce a good solution that works. It's always giving outdated info or errors. So how would that even work if it was automatic and not me even creating and updating manually a yml file for github action.
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Do you have a mentoring program or recommended developers for hire?
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I wait for Monday, as I did years ago for a new episode of Lost
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😎🤖
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I see your browser keeps popping up, are you scraping from it directly?
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Exited when I saw 3.5 OPUS... please consider using different background than moving hands.
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Thank you for the useful content. Please remove the overlay style with your hands in the background. It's very distracting.
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I find your hands moving in the background extremely distracting. For the rest your content is excellent!
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Your audio is always on the lower end.
