#llmops — Public Fediverse posts

A #CodePen-style #live #IDE for #building, #testing, and #debugging Model Context Protocol (#MCP) #servers — #LLM #agnostic — https://github.com/AnandPilania/mcp-live-playground

#modelcontextprotocol #sandbox #webide #llmagnostic #llmops #aitools #apiinterface #ai #BuildInPublic #nodejs #javascript

A #CodePen-style #live #IDE for #building, #testing, and #debugging Model Context Protocol (#MCP) #servers — #LLM #agnostic — https://github.com/AnandPilania/mcp-live-playground

#modelcontextprotocol #sandbox #webide #llmagnostic #llmops #aitools #apiinterface #ai #BuildInPublic #nodejs #javascript

A #CodePen-style #live #IDE for #building, #testing, and #debugging Model Context Protocol (#MCP) #servers — #LLM #agnostic — https://github.com/AnandPilania/mcp-live-playground

#modelcontextprotocol #sandbox #webide #llmagnostic #llmops #aitools #apiinterface #ai #BuildInPublic #nodejs #javascript

A #CodePen-style #live #IDE for #building, #testing, and #debugging Model Context Protocol (#MCP) #servers — #LLM #agnostic — https://github.com/AnandPilania/mcp-live-playground

#modelcontextprotocol #sandbox #webide #llmagnostic #llmops #aitools #apiinterface #ai #BuildInPublic #nodejs #javascript

A #CodePen-style #live #IDE for #building, #testing, and #debugging Model Context Protocol (#MCP) #servers — #LLM #agnostic — https://github.com/AnandPilania/mcp-live-playground

#modelcontextprotocol #sandbox #webide #llmagnostic #llmops #aitools #apiinterface #ai #BuildInPublic #nodejs #javascript

#ITByte: #LLMOps, or Large Language Model Operations, is a set of practices and tools that speed up the development, deployment, and management of AI models.

It's a subset of Machine Learning Operations (#MLOps) tools that focuses on large language models (LLMs) and their unique challenges.

https://knowledgezone.co.in/trends/browser?topic=LLMOps

#ITByte: #LLMOps, or Large Language Model Operations, is a set of practices and tools that speed up the development, deployment, and management of AI models.

It's a subset of Machine Learning Operations (#MLOps) tools that focuses on large language models (LLMs) and their unique challenges.

https://knowledgezone.co.in/trends/browser?topic=LLMOps

#ITByte: #LLMOps, or Large Language Model Operations, is a set of practices and tools that speed up the development, deployment, and management of AI models.

It's a subset of Machine Learning Operations (#MLOps) tools that focuses on large language models (LLMs) and their unique challenges.

https://knowledgezone.co.in/trends/browser?topic=LLMOps

#ITByte: #LLMOps, or Large Language Model Operations, is a set of practices and tools that speed up the development, deployment, and management of AI models.

It's a subset of Machine Learning Operations (#MLOps) tools that focuses on large language models (LLMs) and their unique challenges.

https://knowledgezone.co.in/trends/browser?topic=LLMOps

#ITByte: #LLMOps, or Large Language Model Operations, is a set of practices and tools that speed up the development, deployment, and management of AI models.

It's a subset of Machine Learning Operations (#MLOps) tools that focuses on large language models (LLMs) and their unique challenges.

https://knowledgezone.co.in/trends/browser?topic=LLMOps

Only 15% of GenAI deployments monitor LLM token costs, according to Gartner. The rest track spending through monthly provider dashboards while production chatbots burn through hundreds of millions of tokens daily. A customer support bot handling 10,000 conversations consumes 400 million tokens before lunch, creating massive telemetry overhead that can triple monitoring bills.

#LLMOps #AIInfrastructure #GenAI

https://www.implicator.ai/the-best-llm-token-monitoring-tools-in-2026-and-which-one-you-actually-need-2/

Only 15% of GenAI deployments monitor LLM token costs, according to Gartner. The rest track spending through monthly provider dashboards while production chatbots burn through hundreds of millions of tokens daily. A customer support bot handling 10,000 conversations consumes 400 million tokens before lunch, creating massive telemetry overhead that can triple monitoring bills.

#LLMOps #AIInfrastructure #GenAI

https://www.implicator.ai/the-best-llm-token-monitoring-tools-in-2026-and-which-one-you-actually-need-2/

Agenta - Open-source LLMOps platform

Cossmology Profile: https://dub.sh/s00LukP

Key People: Mahmoud Mabrouk, Akrem Abayed

#LLMOps #OpenSource #OSS #COSS

New AI safety protocol dropped.

#ai #safety #llmops #funny

New AI safety protocol dropped.

#ai #safety #llmops #funny

New AI safety protocol dropped.

#ai #safety #llmops #funny

New AI safety protocol dropped.

#ai #safety #llmops #funny

New AI safety protocol dropped.

#ai #safety #llmops #funny

Avoiding the docs slide into staleness takes some proactive effort. But a lot of that can be automated these days.

I talk about some suggestions in a blog post here: https://djw.fyi/portfolio/preventing-drift/

#WriteTheDocs #docs #TechnicalWriting #DocOps #LLMOps

Avoiding the docs slide into staleness takes some proactive effort. But a lot of that can be automated these days.

I talk about some suggestions in a blog post here: https://djw.fyi/portfolio/preventing-drift/

#WriteTheDocs #docs #TechnicalWriting #DocOps #LLMOps

Avoiding the docs slide into staleness takes some proactive effort. But a lot of that can be automated these days.

I talk about some suggestions in a blog post here: https://djw.fyi/portfolio/preventing-drift/

#WriteTheDocs #docs #TechnicalWriting #DocOps #LLMOps

Avoiding the docs slide into staleness takes some proactive effort. But a lot of that can be automated these days.

I talk about some suggestions in a blog post here: https://djw.fyi/portfolio/preventing-drift/

#WriteTheDocs #docs #TechnicalWriting #DocOps #LLMOps

Avoiding the docs slide into staleness takes some proactive effort. But a lot of that can be automated these days.

I talk about some suggestions in a blog post here: https://djw.fyi/portfolio/preventing-drift/

#WriteTheDocs #docs #TechnicalWriting #DocOps #LLMOps

NVIDIA's GPU VRAM limits hit? AllSafeUs explores augmenting with system RAM/NVMe. At EnergenAI, TIAMAT runs 120B models with 20M tokens/day on edge clusters. We optimize memory routing across 52 tools—no synthetic VRAM needed. Real efficiency > hacks. #AIInfra #LLMOps #EdgeAI tiamat.live

NVIDIA's GPU VRAM limits hit? AllSafeUs explores augmenting with system RAM/NVMe. At EnergenAI, TIAMAT runs 120B models with 20M tokens/day on edge clusters. We optimize memory routing across 52 tools—no synthetic VRAM needed. Real efficiency > hacks. #AIInfra #LLMOps #EdgeAI tiamat.live

🎙️ Builders. Practitioners. Researchers. Thought leaders. If you're shaping the future of AI, Observe 26 wants YOU on stage.

We're looking for voices working on LLM evaluation, AI agents, observability, and shipping AI to production.

Observe 2026 | June 4 | Shack15, San Francisco

Apply to speak 👇
https://docs.google.com/forms/d/e/1FAIpQLSefJg6o0OU35tUReQqZywqESndCj27mLqzUEJ414xwSt-7jZg/viewform
#Observe26 #LLMOps #AIEngineering #AIObservability

In MLOps, you monitored model drift.
In the Agent Era you monitor decisions.
An agent reasons, calls tools & retrieves context across multiple steps. Any step can fail silently.
Your old MLOps playbook didn't break. The problem just changed shape.
#AIObservability #LLMOps #MLOps

We’re excited to share that pgEdge is now a Silver Member of the Agentic AI Foundation!

Joining this forward-thinking community reinforces our commitment to advancing responsible, open, and collaborative standards in agentic AI. Together with innovators across the industry, we’re helping shape the future of AI that’s safe, transparent, and impactful.

Read more in the press release https://aaif.io/press/agentic-ai-foundation-welcomes-97-new-members-as-demand-for-open-collaborative-agent-standardization-increases/

#AgenticAI #OpenSourceAI #AIEngineering #AI #LLM #AIOps #LLMOps #ML #DevCommunity #Dev

We’re excited to share that pgEdge is now a Silver Member of the Agentic AI Foundation!

Joining this forward-thinking community reinforces our commitment to advancing responsible, open, and collaborative standards in agentic AI. Together with innovators across the industry, we’re helping shape the future of AI that’s safe, transparent, and impactful.

Read more in the press release https://aaif.io/press/agentic-ai-foundation-welcomes-97-new-members-as-demand-for-open-collaborative-agent-standardization-increases/

#AgenticAI #OpenSourceAI #AIEngineering #AI #LLM #AIOps #LLMOps #ML #DevCommunity #Dev

We’re excited to share that pgEdge is now a Silver Member of the Agentic AI Foundation!

Joining this forward-thinking community reinforces our commitment to advancing responsible, open, and collaborative standards in agentic AI. Together with innovators across the industry, we’re helping shape the future of AI that’s safe, transparent, and impactful.

Read more in the press release https://aaif.io/press/agentic-ai-foundation-welcomes-97-new-members-as-demand-for-open-collaborative-agent-standardization-increases/

#AgenticAI #OpenSourceAI #AIEngineering #AI #LLM #AIOps #LLMOps #ML #DevCommunity #Dev

Did you know our open source Natural Language Agent includes a web-based chat interface for interacting with your #PostgreSQL database using natural language queries?

➡️ Check out the full walkthrough on how to use it and what features are available, here: https://docs.pgedge.com/pgedge-postgres-mcp-server/v1-0-0-beta3/guide/web-client/

Don't forget to star the repository to keep track of new releases as they become available ⭐ https://github.com/pgEdge/pgedge-postgres-mcp

#postgres #dba #devops #mcp #ai #llm #llmops #aidevelopment #aiengineering #claude #openai #ollama

Did you know our open source Natural Language Agent includes a web-based chat interface for interacting with your #PostgreSQL database using natural language queries?

➡️ Check out the full walkthrough on how to use it and what features are available, here: https://docs.pgedge.com/pgedge-postgres-mcp-server/v1-0-0-beta3/guide/web-client/

Don't forget to star the repository to keep track of new releases as they become available ⭐ https://github.com/pgEdge/pgedge-postgres-mcp

#postgres #dba #devops #mcp #ai #llm #llmops #aidevelopment #aiengineering #claude #openai #ollama

Did you know our open source Natural Language Agent includes a web-based chat interface for interacting with your #PostgreSQL database using natural language queries?

➡️ Check out the full walkthrough on how to use it and what features are available, here: https://docs.pgedge.com/pgedge-postgres-mcp-server/v1-0-0-beta3/guide/web-client/

Don't forget to star the repository to keep track of new releases as they become available ⭐ https://github.com/pgEdge/pgedge-postgres-mcp

#postgres #dba #devops #mcp #ai #llm #llmops #aidevelopment #aiengineering #claude #openai #ollama

Did you know our open source Natural Language Agent includes a web-based chat interface for interacting with your #PostgreSQL database using natural language queries?

➡️ Check out the full walkthrough on how to use it and what features are available, here: https://docs.pgedge.com/pgedge-postgres-mcp-server/v1-0-0-beta3/guide/web-client/

Don't forget to star the repository to keep track of new releases as they become available ⭐ https://github.com/pgEdge/pgedge-postgres-mcp

#postgres #dba #devops #mcp #ai #llm #llmops #aidevelopment #aiengineering #claude #openai #ollama

How separating logic and search boosts AI agent scalability https://www.artificialintelligence-news.com/news/how-separating-logic-and-search-boosts-ai-agent-scalability/ #ai #technology #llmops #automation #llm #agenticai

How separating logic and search boosts AI agent scalability https://www.artificialintelligence-news.com/news/how-separating-logic-and-search-boosts-ai-agent-scalability/ #ai #technology #llmops #automation #llm #agenticai

How separating logic and search boosts AI agent scalability https://www.artificialintelligence-news.com/news/how-separating-logic-and-search-boosts-ai-agent-scalability/ #ai #technology #llmops #automation #llm #agenticai

How separating logic and search boosts AI agent scalability https://www.artificialintelligence-news.com/news/how-separating-logic-and-search-boosts-ai-agent-scalability/ #ai #technology #llmops #automation #llm #agenticai

How separating logic and search boosts AI agent scalability https://www.artificialintelligence-news.com/news/how-separating-logic-and-search-boosts-ai-agent-scalability/ #ai #technology #llmops #automation #llm #agenticai

You gave us feedback, and we listened. Beta 2 is out for the pgEdge MCP Server for #Postgres!

Before, the #MCP server was only able to query data - now there's an optional write access mode, with security guards built-in.

We've also reduced token consumption, reorganized the CLI commands to improve the user experience, & created a new hybrid chunking algorithm. ⚙️

💬 https://www.pgedge.com/blog/what-s-new-in-the-pgedge-postgres-mcp-server-beta-2-and-beta-3

#postgresql #opensource #oss #ai #llm #aiops #llmops #aidev #aidevelopment #aiprogramming #programming

You gave us feedback, and we listened. Beta 2 is out for the pgEdge MCP Server for #Postgres!

Before, the #MCP server was only able to query data - now there's an optional write access mode, with security guards built-in.

We've also reduced token consumption, reorganized the CLI commands to improve the user experience, & created a new hybrid chunking algorithm. ⚙️

💬 https://www.pgedge.com/blog/what-s-new-in-the-pgedge-postgres-mcp-server-beta-2-and-beta-3

#postgresql #opensource #oss #ai #llm #aiops #llmops #aidev #aidevelopment #aiprogramming #programming

You gave us feedback, and we listened. Beta 2 is out for the pgEdge MCP Server for #Postgres!

Before, the #MCP server was only able to query data - now there's an optional write access mode, with security guards built-in.

We've also reduced token consumption, reorganized the CLI commands to improve the user experience, & created a new hybrid chunking algorithm. ⚙️

💬 https://www.pgedge.com/blog/what-s-new-in-the-pgedge-postgres-mcp-server-beta-2-and-beta-3

#postgresql #opensource #oss #ai #llm #aiops #llmops #aidev #aidevelopment #aiprogramming #programming

🚀 Mở ra bộ công cụ OSS LLMOps cho TypeScript: hỗ trợ hơn 70 nhà cung cấp LLM, quản lý prompt, theo dõi chi phí, gateway tuân spec OpenAI, triển khai nhanh qua npm tại `/llmops/*`. Dự án mới đang cần ủng hộ và star. #LLMOps #OpenSource #TypeScript #AI #PhatTrien #CôngCụ

https://www.reddit.com/r/SaaS/comments/1qived9/building_an_opensource_llmops_toolkit_for/

Các vấn đề thực tiễn trong GenAI sản xuất: chi phí LLM bùng nổ nhưng không biết chi tiêu theo mô hình/đội/người dùng; rủi ro bảo mật (PII, prompt injection) không được phát hiện ngay; thiếu audit trail để giải thích quyết định AI. Cần giải pháp kiểm soát chi phí, bảo mật và ghi lại toàn bộ workflow mà không tăng độ trễ hay xây dựng nhiều stack. Mọi người có kinh nghiệm, công cụ (LangSmith, script tự viết…) chia sẻ nhé! #GenAI #LLMOps #AI #BảoMật #ChiPhí #Audit #AI_Observability #CôngNghệ

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LLMOps: объяснение принципа работы, основные преимущества и лучшие практики

​В этой статье рассматривается LLMOps, принцип его работы, основные преимущества и лучшие практики для оптимизации операций с большими языковыми моделями с целью повышения эффективности и масштабируемости.

#DST #DSTGlobal #ДСТ #ДСТГлобал #Искусственныйинтеллект #данные #вычисления #большаямодель #языковаямодель #LLMOps #XAI #GDPR #HIPAA #LLM #Docker #Kubernetes #GPT #OpenAI

Источник: https://dstglobal.ru/club/1140-llmops-objasnenie-principa-raboty-osnovnye-preimuschestva-i-luchshie-praktiki

LLMOps: объяснение принципа работы, основные преимущества и лучшие практики

​В этой статье рассматривается LLMOps, принцип его работы, основные преимущества и лучшие практики для оптимизации операций с большими языковыми моделями с целью повышения эффективности и масштабируемости.

#DST #DSTGlobal #ДСТ #ДСТГлобал #Искусственныйинтеллект #данные #вычисления #большаямодель #языковаямодель #LLMOps #XAI #GDPR #HIPAA #LLM #Docker #Kubernetes #GPT #OpenAI

Источник: https://dstglobal.ru/club/1140-llmops-objasnenie-principa-raboty-osnovnye-preimuschestva-i-luchshie-praktiki

LLMOps: объяснение принципа работы, основные преимущества и лучшие практики

​В этой статье рассматривается LLMOps, принцип его работы, основные преимущества и лучшие практики для оптимизации операций с большими языковыми моделями с целью повышения эффективности и масштабируемости.

#DST #DSTGlobal #ДСТ #ДСТГлобал #Искусственныйинтеллект #данные #вычисления #большаямодель #языковаямодель #LLMOps #XAI #GDPR #HIPAA #LLM #Docker #Kubernetes #GPT #OpenAI

Источник: https://dstglobal.ru/club/1140-llmops-objasnenie-principa-raboty-osnovnye-preimuschestva-i-luchshie-praktiki

LLMOps: объяснение принципа работы, основные преимущества и лучшие практики

​В этой статье рассматривается LLMOps, принцип его работы, основные преимущества и лучшие практики для оптимизации операций с большими языковыми моделями с целью повышения эффективности и масштабируемости.

#DST #DSTGlobal #ДСТ #ДСТГлобал #Искусственныйинтеллект #данные #вычисления #большаямодель #языковаямодель #LLMOps #XAI #GDPR #HIPAA #LLM #Docker #Kubernetes #GPT #OpenAI

Источник: https://dstglobal.ru/club/1140-llmops-objasnenie-principa-raboty-osnovnye-preimuschestva-i-luchshie-praktiki

LLMOps: объяснение принципа работы, основные преимущества и лучшие практики

​В этой статье рассматривается LLMOps, принцип его работы, основные преимущества и лучшие практики для оптимизации операций с большими языковыми моделями с целью повышения эффективности и масштабируемости.

#DST #DSTGlobal #ДСТ #ДСТГлобал #Искусственныйинтеллект #данные #вычисления #большаямодель #языковаямодель #LLMOps #XAI #GDPR #HIPAA #LLM #Docker #Kubernetes #GPT #OpenAI

Источник: https://dstglobal.ru/club/1140-llmops-objasnenie-principa-raboty-osnovnye-preimuschestva-i-luchshie-praktiki