Our MCP server for PostgreSQL: 100% #OpenSource & compatible with any new or existing installation of #Postgres (including Amazon #RDS & similar) 🐘

It also has...
👉 Anthropic prompt caching w/ 90% cost reduction
👉 Token efficiency features: stay within budget
👉 Modern React-based UI w/ AI-powered chat
👉 Tools like advanced hybrid search (BM25+MMR)
👉 Secure design w/ TLS support

...all from a purely #PostgreSQL vendor w/ enterprise SLAs.

Try it out, leave a ⭐ https://github.com/pgEdge/pgedge-postgres-mcp

#ai #llm

AWS has 200+ services. Most companies use about 15. The same ones show up in every project: EC2, S3, Lambda, RDS, DynamoDB, API Gateway, CloudFront, SQS, SNS, CloudWatch.
That handles 80% of everything. Wrote a guide covering just the ones that matter.

#aws #cloud #infrastructure #EC2 #IAM #S3 #RDS #DynamoDB #Lambda #APIGateway #CloudFront #Route53 #SQS #SNS #CloudWatch #EKS #CDN

https://heyjoshlee.medium.com/the-80-20-of-aws-the-services-that-actually-matter-13509ff90115

We built a complete AI toolkit to help you be successful when architecting AI systems on PostgreSQL for production use. In it, we have #OpenSource tools like #MCP and #RAG servers & (much) more that work with:

⭐ Claude Desktop, Claude Code, Cursor
⭐ #OpenAI, Anthropic #Claude, local #Ollama models
⭐ #PostgreSQL 16, 17, 18
⭐ Community #Postgres, Amazon #RDS, and other implementations

We'd love to hear about what you're building - community (at) pgedge.com 💬

#aidev #aiprogramming #programmer

First blog post is live 🚀
RDS restore was slow, CloudWatch looked fine — but I/O latency was ~35ms.

➡️ Root cause: EBS lazy loading from S3
➡️ Fix: pre-warming or Fast Snapshot Restore

https://blog.bitfoo.de/posts/aws-ebs-snapshot-s3-lazy-loading/

#AWS #DevOps #EBS #RDS #s3

Erster Blogpost online 🚀
RDS Restore langsam, CloudWatch grün – und trotzdem 35ms I/O?

➡️ EBS Lazy Loading aus S3
➡️ Fix: Prewarming oder Fast Snapshot Restore

Falls ihr schon mal über „mysteriöse“ DB-Performance nach Snapshots gestolpert seid 👇

https://blog.bitfoo.de/posts/aws-ebs-snapshot-s3-lazy-loading/

#aws #devops #ebs #s3 #rds

RE: https://ext.sportsbots.xyz/statuses/2014377499120074796

A travers la LNH avec @[email protected]
#RDS

RE: https://ext.sportsbots.xyz/statuses/2013660999660806193

A travers la LNH avec @[email protected] ⤵️⤵️
#RDS