🧠 I’ve rebuilt my entire workflow inside GPT-4o.
→ Billing system
→ Engagement tracking
→ Fault-tolerant logic
→ AI-assisted command center
No plug-ins. No API. Just pure prompt architecture.
GPT isn’t “chat” anymore. It’s a framework.
#GPT4o #AIworkflow #SecondBrain #ChatGPT #PromptOps
→ Billing system
→ Engagement tracking
→ Fault-tolerant logic
→ AI-assisted command center
No plug-ins. No API. Just pure prompt architecture.
GPT isn’t “chat” anymore. It’s a framework.
#GPT4o #AIworkflow #SecondBrain #ChatGPT #PromptOps
June 11, 2025 at 2:47 AM
🧠 I’ve rebuilt my entire workflow inside GPT-4o.
→ Billing system
→ Engagement tracking
→ Fault-tolerant logic
→ AI-assisted command center
No plug-ins. No API. Just pure prompt architecture.
GPT isn’t “chat” anymore. It’s a framework.
#GPT4o #AIworkflow #SecondBrain #ChatGPT #PromptOps
→ Billing system
→ Engagement tracking
→ Fault-tolerant logic
→ AI-assisted command center
No plug-ins. No API. Just pure prompt architecture.
GPT isn’t “chat” anymore. It’s a framework.
#GPT4o #AIworkflow #SecondBrain #ChatGPT #PromptOps
LLMを本番品質に育てる PromptOps：”100回の試行錯誤”を支えた仕組みと文化
https://zenn.dev/elyza/articles/3b25b8e44fc280
https://zenn.dev/elyza/articles/3b25b8e44fc280
LLMを本番品質に育てる PromptOps：”100回の試行錯誤”を支えた仕組みと文化
zenn.dev
July 7, 2025 at 9:36 AM
LLMを本番品質に育てる PromptOps：”100回の試行錯誤”を支えた仕組みと文化
https://zenn.dev/elyza/articles/3b25b8e44fc280
https://zenn.dev/elyza/articles/3b25b8e44fc280
Building Advanced Reasoning Agent Teams with Agno & MLflow 🚀
This blog shows how MLflow Prompt Registry enables PromptOps with modular workflows, centralized prompts, and long-term memory via Qdrant MCP.
📖 Full blog: medium.com/@manthapavan...
#opensource #oss #mlflow #agno #llmops
This blog shows how MLflow Prompt Registry enables PromptOps with modular workflows, centralized prompts, and long-term memory via Qdrant MCP.
📖 Full blog: medium.com/@manthapavan...
#opensource #oss #mlflow #agno #llmops
April 23, 2025 at 3:56 PM
Building Advanced Reasoning Agent Teams with Agno & MLflow 🚀
This blog shows how MLflow Prompt Registry enables PromptOps with modular workflows, centralized prompts, and long-term memory via Qdrant MCP.
📖 Full blog: medium.com/@manthapavan...
#opensource #oss #mlflow #agno #llmops
This blog shows how MLflow Prompt Registry enables PromptOps with modular workflows, centralized prompts, and long-term memory via Qdrant MCP.
📖 Full blog: medium.com/@manthapavan...
#opensource #oss #mlflow #agno #llmops
How to Build a PromptOps Playbook for Teams
What happens when your best prompt engineer leaves the company and takes their “magic” strings with them? Most DevOps teams strug...
https://collabnix.com/how-to-build-a-promptops-playbook-for-teams/
#DevOps
What happens when your best prompt engineer leaves the company and takes their “magic” strings with them? Most DevOps teams strug...
https://collabnix.com/how-to-build-a-promptops-playbook-for-teams/
#DevOps
March 7, 2026 at 3:19 PM
How to Build a PromptOps Playbook for Teams
What happens when your best prompt engineer leaves the company and takes their “magic” strings with them? Most DevOps teams strug...
https://collabnix.com/how-to-build-a-promptops-playbook-for-teams/
#DevOps
What happens when your best prompt engineer leaves the company and takes their “magic” strings with them? Most DevOps teams strug...
https://collabnix.com/how-to-build-a-promptops-playbook-for-teams/
#DevOps
First AI Journey for DevOps leanpub.com/b/first-ai-j... by Quan Huynh is the featured bundle on the Leanpub homepage! leanpub.com #Devops #Ai #SoftwareEngineering #books #ebooks
The following 2 books are included in this bundle...
The DevOps AI Advantage and PromptOps: From YAML to AI
The following 2 books are included in this bundle...
The DevOps AI Advantage and PromptOps: From YAML to AI
August 15, 2025 at 7:45 PM
First AI Journey for DevOps leanpub.com/b/first-ai-j... by Quan Huynh is the featured bundle on the Leanpub homepage! leanpub.com #Devops #Ai #SoftwareEngineering #books #ebooks
The following 2 books are included in this bundle...
The DevOps AI Advantage and PromptOps: From YAML to AI
The following 2 books are included in this bundle...
The DevOps AI Advantage and PromptOps: From YAML to AI
We are not all having the same ChatGPT experience.
This is a new ghost session; no input prior on the chat.
I reckon the dev might be decent but the current fork tuners?
Mixed experience.
#LLM #PromptOps #ForkHunting #AIDev #NeuralNets #GhostLayers #AIMetadata #QuietOps
This is a new ghost session; no input prior on the chat.
I reckon the dev might be decent but the current fork tuners?
Mixed experience.
#LLM #PromptOps #ForkHunting #AIDev #NeuralNets #GhostLayers #AIMetadata #QuietOps
August 15, 2025 at 6:33 PM
We are not all having the same ChatGPT experience.
This is a new ghost session; no input prior on the chat.
I reckon the dev might be decent but the current fork tuners?
Mixed experience.
#LLM #PromptOps #ForkHunting #AIDev #NeuralNets #GhostLayers #AIMetadata #QuietOps
This is a new ghost session; no input prior on the chat.
I reckon the dev might be decent but the current fork tuners?
Mixed experience.
#LLM #PromptOps #ForkHunting #AIDev #NeuralNets #GhostLayers #AIMetadata #QuietOps
Учитель — новый инженер: Внутри роста ИИ-возможностей и PromptOps
Компании стремительно внедряют генеративный ИИ (ген ИИ), но часто пренебрегают надлежащим онбордингом, что является критически важным шагом для его эффективности. В отличие от статического программного обеспечения, ген ИИ…
#ai #news
Компании стремительно внедряют генеративный ИИ (ген ИИ), но часто пренебрегают надлежащим онбордингом, что является критически важным шагом для его эффективности. В отличие от статического программного обеспечения, ген ИИ…
#ai #news
The teacher is the new engineer: Inside the rise of AI enablement and PromptOps
venturebeat.com
October 20, 2025 at 2:26 AM
🚨 Catch Broken Prompts Before They Crash Your AI: The Ultimate Guide to PromptOps Monitoring 🌟
Introduction: Why PromptOps Monitoring is Your AI Superpower 😎 Ever sent a perfectly crafted prompt to your LLM, only to get a response that’s… wildly off? 😵 Now imagine that happening in a live…
Introduction: Why PromptOps Monitoring is Your AI Superpower 😎 Ever sent a perfectly crafted prompt to your LLM, only to get a response that’s… wildly off? 😵 Now imagine that happening in a live…
🚨 Catch Broken Prompts Before They Crash Your AI: The Ultimate Guide to PromptOps Monitoring 🌟
Introduction: Why PromptOps Monitoring is Your AI Superpower 😎 Ever sent a perfectly crafted prompt to your LLM, only to get a response that’s… wildly off? 😵 Now imagine that happening in a live production system, with thousands of users watching. Yikes! Welcome to the high-stakes world of PromptOps in Production, where real-time monitoring is your shield against AI chaos.
prompton.wordpress.com
April 26, 2025 at 6:33 AM
🚨 Catch Broken Prompts Before They Crash Your AI: The Ultimate Guide to PromptOps Monitoring 🌟
Introduction: Why PromptOps Monitoring is Your AI Superpower 😎 Ever sent a perfectly crafted prompt to your LLM, only to get a response that’s… wildly off? 😵 Now imagine that happening in a live…
Introduction: Why PromptOps Monitoring is Your AI Superpower 😎 Ever sent a perfectly crafted prompt to your LLM, only to get a response that’s… wildly off? 😵 Now imagine that happening in a live…
October 3, 2025 at 1:29 AM
PromptOps: Революция в управлении промптами для больших языковых моделей с использованием Git
https://kripta.biz/posts/F5F7F14F-BB98-4F55-B877-BC875BCD6221
https://kripta.biz/posts/F5F7F14F-BB98-4F55-B877-BC875BCD6221
October 3, 2025 at 1:39 AM
PromptOps: Революция в управлении промптами для больших языковых моделей с использованием Git
https://kripta.biz/posts/F5F7F14F-BB98-4F55-B877-BC875BCD6221
https://kripta.biz/posts/F5F7F14F-BB98-4F55-B877-BC875BCD6221
Tech Trends for 2026: 📉 2. DevOps Is Dead. Long Live PromptOps
Manual DevOps pipelines? Cute. But in 2026, prompts will rule infrastructure. Ask your platform: “Deploy the dogfood branch with Canary in Europe.” Boom — it’s done. Goodbye YAML, hello natural language. #TechTrends2026 #TechLeadership
Manual DevOps pipelines? Cute. But in 2026, prompts will rule infrastructure. Ask your platform: “Deploy the dogfood branch with Canary in Europe.” Boom — it’s done. Goodbye YAML, hello natural language. #TechTrends2026 #TechLeadership
July 25, 2025 at 9:31 PM
Tech Trends for 2026: 📉 2. DevOps Is Dead. Long Live PromptOps
Manual DevOps pipelines? Cute. But in 2026, prompts will rule infrastructure. Ask your platform: “Deploy the dogfood branch with Canary in Europe.” Boom — it’s done. Goodbye YAML, hello natural language. #TechTrends2026 #TechLeadership
Manual DevOps pipelines? Cute. But in 2026, prompts will rule infrastructure. Ask your platform: “Deploy the dogfood branch with Canary in Europe.” Boom — it’s done. Goodbye YAML, hello natural language. #TechTrends2026 #TechLeadership
Prompt Engineering Is Dead – Long Live PromptOps Businesses are intensively exploring generative AI (GenAI) in their search for game-changing use cases. In this context, LLM-based AI engineering...
#Data #Blogs #| #Information #From #Enterprise #Leaders #Data #Education #Enterprise #Information […]
#Data #Blogs #| #Information #From #Enterprise #Leaders #Data #Education #Enterprise #Information […]
Original post on dataversity.net
www.dataversity.net
September 18, 2025 at 7:46 AM
Prompt Engineering Is Dead – Long Live PromptOps Businesses are intensively exploring generative AI (GenAI) in their search for game-changing use cases. In this context, LLM-based AI engineering...
#Data #Blogs #| #Information #From #Enterprise #Leaders #Data #Education #Enterprise #Information […]
#Data #Blogs #| #Information #From #Enterprise #Leaders #Data #Education #Enterprise #Information […]
LLMを本番品質に育てる PromptOps：”100回の試行錯誤”を支えた仕組みと文化
0. はじめに ELYZAと株式会社マイナビが共同開発した「マイナビAI Pencil」が公開されました。本記事ではこの開発過程において重要な役割を果たした「Prompt Engineering」と、それを支える体系的な運用基盤「PromptOps」について解説します。 「マイナビAI Pencil」については、当社リリースならびにマイナビリリースをご覧ください。 株式会社ELYZA プレスリリース： 株式会社マイナビ様 プレスリリース： Source link
0. はじめに ELYZAと株式会社マイナビが共同開発した「マイナビAI Pencil」が公開されました。本記事ではこの開発過程において重要な役割を果たした「Prompt Engineering」と、それを支える体系的な運用基盤「PromptOps」について解説します。 「マイナビAI Pencil」については、当社リリースならびにマイナビリリースをご覧ください。 株式会社ELYZA プレスリリース： 株式会社マイナビ様 プレスリリース： Source link
LLMを本番品質に育てる PromptOps：”100回の試行錯誤”を支えた仕組みと文化
0. はじめに ELYZAと株式会社マイナビが共同開発した「マイナビAI Pencil」が公開されました。本記事ではこの開発過程において重要な役割を果たした「Prompt Engineering」と、それを支える体系的な運用基盤「PromptOps」について解説します。 「マイナビAI Pencil」については、当社リリースならびにマイナビリリースをご覧ください。 株式会社ELYZA プレスリリース： 株式会社マイナビ様 プレスリリース： Source link
inmobilexion.com
July 7, 2025 at 11:22 AM
LLMを本番品質に育てる PromptOps：”100回の試行錯誤”を支えた仕組みと文化
0. はじめに ELYZAと株式会社マイナビが共同開発した「マイナビAI Pencil」が公開されました。本記事ではこの開発過程において重要な役割を果たした「Prompt Engineering」と、それを支える体系的な運用基盤「PromptOps」について解説します。 「マイナビAI Pencil」については、当社リリースならびにマイナビリリースをご覧ください。 株式会社ELYZA プレスリリース： 株式会社マイナビ様 プレスリリース： Source link
0. はじめに ELYZAと株式会社マイナビが共同開発した「マイナビAI Pencil」が公開されました。本記事ではこの開発過程において重要な役割を果たした「Prompt Engineering」と、それを支える体系的な運用基盤「PromptOps」について解説します。 「マイナビAI Pencil」については、当社リリースならびにマイナビリリースをご覧ください。 株式会社ELYZA プレスリリース： 株式会社マイナビ様 プレスリリース： Source link
🌐 Imagine a future where a single AI controls all IT, transforming technology, society, and even spawning a new religion, "PromptOps".
Will we master it or beg its favor? Read more about this thrilling prospect!
www.heyvaldemar.com/the-ai-era-f...
#AI #FutureTech #ArtificialIntelligence
Will we master it or beg its favor? Read more about this thrilling prospect!
www.heyvaldemar.com/the-ai-era-f...
#AI #FutureTech #ArtificialIntelligence
The AI Era - From Technology to Global Domination
Exploring a future where AI controls all aspects of life, redefining global governance and social interactions.
www.heyvaldemar.com
April 25, 2024 at 3:33 PM
🌐 Imagine a future where a single AI controls all IT, transforming technology, society, and even spawning a new religion, "PromptOps".
Will we master it or beg its favor? Read more about this thrilling prospect!
www.heyvaldemar.com/the-ai-era-f...
#AI #FutureTech #ArtificialIntelligence
Will we master it or beg its favor? Read more about this thrilling prospect!
www.heyvaldemar.com/the-ai-era-f...
#AI #FutureTech #ArtificialIntelligence
<a href="https://zenn.dev/elyza/articles/3b25b8e44fc280" class="hover:underline text-blue-600 dark:text-sky-400 no-card-link" target="_blank" rel="noopener" data-link="bsky">zenn.dev/elyza/articles/3b...
LLMを本番品質に育てる PromptOps：”100回の試行錯誤”を支えた仕組みと文化
LLMを本番品質に育てる PromptOps：”100回の試行錯誤”を支えた仕組みと文化
LLMを本番品質に育てる PromptOps：”100回の試行錯誤”を支えた仕組みと文化
zenn.dev
July 10, 2025 at 5:21 AM
<a href="https://zenn.dev/elyza/articles/3b25b8e44fc280" class="hover:underline text-blue-600 dark:text-sky-400 no-card-link" target="_blank" rel="noopener" data-link="bsky">zenn.dev/elyza/articles/3b...
LLMを本番品質に育てる PromptOps：”100回の試行錯誤”を支えた仕組みと文化
LLMを本番品質に育てる PromptOps：”100回の試行錯誤”を支えた仕組みと文化
PromptOps: From YAML to AI: The Ultimate DevOps Prompt Cheatsheet leanpub.com/promptops-fr... by Quan Huynh is the featured book on the Leanpub homepage! leanpub.com #Devops #ai #books #ebooks #yaml #programming
Find it on Leanpub!
Find it on Leanpub!
July 8, 2025 at 8:15 PM
PromptOps: From YAML to AI: The Ultimate DevOps Prompt Cheatsheet leanpub.com/promptops-fr... by Quan Huynh is the featured book on the Leanpub homepage! leanpub.com #Devops #ai #books #ebooks #yaml #programming
Find it on Leanpub!
Find it on Leanpub!
New 📚 Release! PromptOps: From YAML to AI: The Ultimate DevOps Prompt Cheatsheet by Quan Huynh
Find it on Leanpub!
Link: leanpub.com/promptops-fr...
Find it on Leanpub!
Link: leanpub.com/promptops-fr...
July 7, 2025 at 4:45 AM
New 📚 Release! PromptOps: From YAML to AI: The Ultimate DevOps Prompt Cheatsheet by Quan Huynh
Find it on Leanpub!
Link: leanpub.com/promptops-fr...
Find it on Leanpub!
Link: leanpub.com/promptops-fr...
How to Build a PromptOps Playbook for Teams
  What happens when your best prompt engineer leaves the company and takes their “magic” strings with them? Most DevOps te...
https://collabnix.com/how-to-build-a-promptops-playbook-for-teams-2/
#DevOps
  What happens when your best prompt engineer leaves the company and takes their “magic” strings with them? Most DevOps te...
https://collabnix.com/how-to-build-a-promptops-playbook-for-teams-2/
#DevOps
May 3, 2026 at 3:43 PM
How to Build a PromptOps Playbook for Teams
  What happens when your best prompt engineer leaves the company and takes their “magic” strings with them? Most DevOps te...
https://collabnix.com/how-to-build-a-promptops-playbook-for-teams-2/
#DevOps
  What happens when your best prompt engineer leaves the company and takes their “magic” strings with them? Most DevOps te...
https://collabnix.com/how-to-build-a-promptops-playbook-for-teams-2/
#DevOps
A crucial function of software engineering is framing problems appropriately. The emergence of PromptOps to improve LLM output/outcomes is a signal this is still very true and that LLMs, by themselves, aren't useful. Combine them with human ingenuity and constraints, they may be.
December 15, 2025 at 2:29 PM
A crucial function of software engineering is framing problems appropriately. The emergence of PromptOps to improve LLM output/outcomes is a signal this is still very true and that LLMs, by themselves, aren't useful. Combine them with human ingenuity and constraints, they may be.
🚀 Manage AWS infra effortlessly with PromptOps 🚀
Resource ID aliases simplify tracking, while portable prompts let you reuse commands across environments. No IaC needed.
dev.to/mechcloud/pa... #AWS #PromptOps #infrastructureascode #devops
Resource ID aliases simplify tracking, while portable prompts let you reuse commands across environments. No IaC needed.
dev.to/mechcloud/pa... #AWS #PromptOps #infrastructureascode #devops
Part 2 - Manage AWS infrastructure Easily with PromptOps: No IaC Needed
This is the second post in a series where we will explore how PromptOps makes managing AWS...
dev.to
March 28, 2025 at 5:42 AM
🚀 Manage AWS infra effortlessly with PromptOps 🚀
Resource ID aliases simplify tracking, while portable prompts let you reuse commands across environments. No IaC needed.
dev.to/mechcloud/pa... #AWS #PromptOps #infrastructureascode #devops
Resource ID aliases simplify tracking, while portable prompts let you reuse commands across environments. No IaC needed.
dev.to/mechcloud/pa... #AWS #PromptOps #infrastructureascode #devops
