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AI Automation Agency Hub

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AI Developer Accelerator

10.7k members β€’ Free

11 contributions to AI Developer Accelerator
Connect Agentic IDE to πŸ”₯ Powerful AWS EC2 instance using VPN SSH connection
Victoriously connected my Windsurf agentic IDE to an EC2 instance that has an A10 GPU to fasten the AI development process. I used a the VPN service provider TailScale to connect my Windsruf to the EC2 instance as a remote connection. This allows my AI environment to remain secure, SOC-2 complaint, and accelerates my coding and testing iteration rate X10! (which saves me time and my client $$$). Now, I get to deploy models inside this A10 NVIDIA GPU, test agentic systems and RAG systems in a near-production environment with the power of agentic IDEs πŸ”₯
0 likes β€’ Sep 25
@Paul Miller I should, just been busy with work. Will notify you when I do πŸ‘
AI Cloud Architecture Costing Tool for AWS
Hey folks, Wanted to share a neat tool that helps you cost AWS instances to help you cost AWS resources: https://instances.vantage.sh/ It encompasses EC2, RSD, Elastic Beanstalk, and Redshift instances
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Decreasing RAG costsπŸ’Έ by -81.30% for Client with Serveless & scalable PostgreSQL database in AWS
Hey folks, The Severless 2-Aurora PostgreSQL AWS engine database engine & instance allows you to effectively create a severless instance for hosting your databases based on time intervals of inactivity (e.g. if the instance has not been active for 5 minutes it goes into "Puause" mode, stopping instance utilization costs). It has pgVector extension support to convert the tabular data into embeddings with pgvector 0.7.0, HNSW indexes, Multiple distance functions,Parallel index building Additionally, it has has the feature of sharding (what a name 🀣), which is the database instance equivalent of horizonal group scaling (i.e. adding more instances of the same CPU type in order to cope with the erratic demands from other servers). My client and I had budgeted more than $200 per month of AWS RSD (i.e. database instance) cost, but would decrease the cost to ~$40 per month! This blurs the line between setting up a testing and production environment database since you would essentially would have the ability to scale down or up without having to click a botton. Recommend you all to check out the database if you work with AWS: https://docs.aws.amazon.com/AmazonRDS/latest/AuroraUserGuide/aurora-serverless-v2.html
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Saved client $1,000 with AWS Startup Credits
Hey folks, Small W here...my client is transitioning towards hosting his AI infrastructure into AWS. In my attempt to always bring value, I recommended him to apply for credits with AWS's Active Credits program, which targates for startups. He applied and got approved $1,000 worth of free credits! Is not as much as Paul's $25,000 Azure credits recommendation, but something is something :) If you are thinking of creating your AI Infra in AWS, please do apply: https://aws.amazon.com/startups/credits?lang=en-US
Saved client $1,000 with AWS Startup Credits
0 likes β€’ Sep 9
@Brandon Hancock it was super easy, just a brief explanation of your business and your done :) He got the credits within 4 days or so
1-10 of 11
Juancho Torres
3
41points to level up
@juancho-torres-8802
Data Scientist passsioante about finance and political economy

Active 16d ago
Joined Jan 19, 2025
San Diego
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