Gradient Flow
@gradientflow.com
Newsletter: https://gradientflow.substack.com/
Podcast: https://thedataexchange.media/
Blog: https://gradientflow.com/blog/
Podcast: https://thedataexchange.media/
Blog: https://gradientflow.com/blog/
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Gradient Flow
@gradientflow.com
· Jul 8
Your AI playbook for the rest of 2025
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gradientflow.substack.com
From #AI Hype to Business Reality: The 2025 Enterprise Playbook
🎯 The AI industry has reached an inflection point where practical implementation and domain expertise matter more than access to cutting-edge models
👉 gradientflow.substack.com/p/your-ai-pl...
🎯 The AI industry has reached an inflection point where practical implementation and domain expertise matter more than access to cutting-edge models
👉 gradientflow.substack.com/p/your-ai-pl...
✅ Introducing the PARK Stack: The Future of Production #AI
There are three primary strategies for enterprise AI adoption: extending legacy systems, using APIs exclusively, or building a unified platform.
👉 gradientflow.substack.com/p/trends-sha...
There are three primary strategies for enterprise AI adoption: extending legacy systems, using APIs exclusively, or building a unified platform.
👉 gradientflow.substack.com/p/trends-sha...
Trends shaping the future of AI infrastructure
Subscribe • Previous Issues
gradientflow.substack.com
November 14, 2025 at 2:54 PM
✅ Introducing the PARK Stack: The Future of Production #AI
There are three primary strategies for enterprise AI adoption: extending legacy systems, using APIs exclusively, or building a unified platform.
👉 gradientflow.substack.com/p/trends-sha...
There are three primary strategies for enterprise AI adoption: extending legacy systems, using APIs exclusively, or building a unified platform.
👉 gradientflow.substack.com/p/trends-sha...
The Missing Piece: Why Software Engineering Principles Never Reached Data—Until Now
🙌 How AI Agents Will Transform the Data Engineer's Role: A Conversation with Bauplan's Ciro Greco
thedataexchange.media/bauplan-ciro...
🙌 How AI Agents Will Transform the Data Engineer's Role: A Conversation with Bauplan's Ciro Greco
thedataexchange.media/bauplan-ciro...
Making Data Engineering Safe for Automation and Agents
Ciro Greco on Git for Data, AI Agents, and the Future of the Lakehouse.
thedataexchange.media
November 14, 2025 at 2:50 PM
The Missing Piece: Why Software Engineering Principles Never Reached Data—Until Now
🙌 How AI Agents Will Transform the Data Engineer's Role: A Conversation with Bauplan's Ciro Greco
thedataexchange.media/bauplan-ciro...
🙌 How AI Agents Will Transform the Data Engineer's Role: A Conversation with Bauplan's Ciro Greco
thedataexchange.media/bauplan-ciro...
What's your enterprise AI strategy: extending legacy, relying on APIs, or building a unified platform?
For teams choosing to **build**, the **PARK Stack** (PyTorch, AI Frontier Models, Ray, Kubernetes) is quickly becoming the industry standard
👉 gradientflow.substack.com/p/trends-sha...
For teams choosing to **build**, the **PARK Stack** (PyTorch, AI Frontier Models, Ray, Kubernetes) is quickly becoming the industry standard
👉 gradientflow.substack.com/p/trends-sha...
Trends shaping the future of AI infrastructure
Subscribe • Previous Issues
gradientflow.substack.com
November 13, 2025 at 3:52 PM
What's your enterprise AI strategy: extending legacy, relying on APIs, or building a unified platform?
For teams choosing to **build**, the **PARK Stack** (PyTorch, AI Frontier Models, Ray, Kubernetes) is quickly becoming the industry standard
👉 gradientflow.substack.com/p/trends-sha...
For teams choosing to **build**, the **PARK Stack** (PyTorch, AI Frontier Models, Ray, Kubernetes) is quickly becoming the industry standard
👉 gradientflow.substack.com/p/trends-sha...
The Missing Piece: Why Software Engineering Principles Never Reached Data—Until Now
🙌 How AI Agents Will Transform the Data Engineer's Role: A Conversation with Bauplan's Ciro Greco
thedataexchange.media/bauplan-ciro...
🙌 How AI Agents Will Transform the Data Engineer's Role: A Conversation with Bauplan's Ciro Greco
thedataexchange.media/bauplan-ciro...
Making Data Engineering Safe for Automation and Agents
Ciro Greco on Git for Data, AI Agents, and the Future of the Lakehouse.
thedataexchange.media
November 13, 2025 at 3:33 PM
The Missing Piece: Why Software Engineering Principles Never Reached Data—Until Now
🙌 How AI Agents Will Transform the Data Engineer's Role: A Conversation with Bauplan's Ciro Greco
thedataexchange.media/bauplan-ciro...
🙌 How AI Agents Will Transform the Data Engineer's Role: A Conversation with Bauplan's Ciro Greco
thedataexchange.media/bauplan-ciro...
🎯 The PARK Stack Playbook for Enterprise AI
✔️ The landscape of production AI infrastructure is converging around a unified architectural pattern that addresses the complex realities of deploying foundation models at scale.
gradientflow.substack.com/p/trends-sha...
✔️ The landscape of production AI infrastructure is converging around a unified architectural pattern that addresses the complex realities of deploying foundation models at scale.
gradientflow.substack.com/p/trends-sha...
Trends shaping the future of AI infrastructure
Subscribe • Previous Issues
gradientflow.substack.com
November 12, 2025 at 3:17 PM
🎯 The PARK Stack Playbook for Enterprise AI
✔️ The landscape of production AI infrastructure is converging around a unified architectural pattern that addresses the complex realities of deploying foundation models at scale.
gradientflow.substack.com/p/trends-sha...
✔️ The landscape of production AI infrastructure is converging around a unified architectural pattern that addresses the complex realities of deploying foundation models at scale.
gradientflow.substack.com/p/trends-sha...
🆕 The PARK Stack in Practice: From Data Prep to Distributed Inference
🎯 gradientflow.substack.com/p/trends-sha...
🎯 gradientflow.substack.com/p/trends-sha...
Trends shaping the future of AI infrastructure
Subscribe • Previous Issues
gradientflow.substack.com
November 11, 2025 at 9:54 PM
🆕 The PARK Stack in Practice: From Data Prep to Distributed Inference
🎯 gradientflow.substack.com/p/trends-sha...
🎯 gradientflow.substack.com/p/trends-sha...
The Four Layers of Modern AI Infrastructure
✅ Introducing the PARK Stack: The Future of Production #AI
👉 gradientflow.substack.com/p/trends-sha...
✅ Introducing the PARK Stack: The Future of Production #AI
👉 gradientflow.substack.com/p/trends-sha...
Trends shaping the future of AI infrastructure
Subscribe • Previous Issues
gradientflow.substack.com
November 11, 2025 at 3:33 PM
The Four Layers of Modern AI Infrastructure
✅ Introducing the PARK Stack: The Future of Production #AI
👉 gradientflow.substack.com/p/trends-sha...
✅ Introducing the PARK Stack: The Future of Production #AI
👉 gradientflow.substack.com/p/trends-sha...
France’s national dish explained – Coq au Vin
YouTube video by DW Food
youtu.be
November 11, 2025 at 4:44 AM
🎯 A Practical Field Guide to Agentic AI
👉 gradientflow.substack.com/p/agentic-ai...
👉 gradientflow.substack.com/p/agentic-ai...
Agentic AI Applications: A Field Guide
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gradientflow.substack.com
November 9, 2025 at 4:13 PM
🎯 A Practical Field Guide to Agentic AI
👉 gradientflow.substack.com/p/agentic-ai...
👉 gradientflow.substack.com/p/agentic-ai...
One of the best movies we’ve seen this year 👍🏼👍🏼 based on Alysia Abbott’s wonderful memoir, set in #Sanfranciso in the 1970s through the early 1990s
en.wikipedia.org/wiki/Fairyla...
en.wikipedia.org/wiki/Fairyla...
Fairyland (film) - Wikipedia
en.wikipedia.org
November 9, 2025 at 6:56 AM
One of the best movies we’ve seen this year 👍🏼👍🏼 based on Alysia Abbott’s wonderful memoir, set in #Sanfranciso in the 1970s through the early 1990s
en.wikipedia.org/wiki/Fairyla...
en.wikipedia.org/wiki/Fairyla...
Surviving the AI Shakeout
📉 AI's Circular Money, Fragile Economics
📥 gradientflow.substack.com/p/how-to-bui...
📉 AI's Circular Money, Fragile Economics
📥 gradientflow.substack.com/p/how-to-bui...
How to build an AI business that survives the bubble
Subscribe • Previous Issues
gradientflow.substack.com
November 8, 2025 at 3:43 PM
Surviving the AI Shakeout
📉 AI's Circular Money, Fragile Economics
📥 gradientflow.substack.com/p/how-to-bui...
📉 AI's Circular Money, Fragile Economics
📥 gradientflow.substack.com/p/how-to-bui...
Your AI Agents Are Writing Code. Is Your Database Ready for Them?
🙌 First Postgres built for AI agents. Instant zero-copy forks & hybrid search. Free tier.
thedataexchange.media/postgres-for...
🙌 First Postgres built for AI agents. Instant zero-copy forks & hybrid search. Free tier.
thedataexchange.media/postgres-for...
Is Your Database Ready for an Army of AI Agents?
Mike Freedman and Ajay Kulkarni on Rethinking Postgres, Smarter APIs, and Solving Agent Memory.
thedataexchange.media
November 7, 2025 at 4:07 PM
Your AI Agents Are Writing Code. Is Your Database Ready for Them?
🙌 First Postgres built for AI agents. Instant zero-copy forks & hybrid search. Free tier.
thedataexchange.media/postgres-for...
🙌 First Postgres built for AI agents. Instant zero-copy forks & hybrid search. Free tier.
thedataexchange.media/postgres-for...
The AI Correction is Coming: Is Your Business Built to Last?
✅ A Guide to Surviving the #AI Bubble.
→ gradientflow.substack.com/p/how-to-bui...
✅ A Guide to Surviving the #AI Bubble.
→ gradientflow.substack.com/p/how-to-bui...
How to build an AI business that survives the bubble
Subscribe • Previous Issues
gradientflow.substack.com
November 7, 2025 at 4:04 PM
The AI Correction is Coming: Is Your Business Built to Last?
✅ A Guide to Surviving the #AI Bubble.
→ gradientflow.substack.com/p/how-to-bui...
✅ A Guide to Surviving the #AI Bubble.
→ gradientflow.substack.com/p/how-to-bui...
Is AI the New Dot-Com Bubble? What History Teaches Us
✅ Future-Proofing Your Business Against AI Market Swings
👉 gradientflow.substack.com/p/how-to-bui...
✅ Future-Proofing Your Business Against AI Market Swings
👉 gradientflow.substack.com/p/how-to-bui...
How to build an AI business that survives the bubble
Subscribe • Previous Issues
gradientflow.substack.com
November 6, 2025 at 3:58 PM
Is AI the New Dot-Com Bubble? What History Teaches Us
✅ Future-Proofing Your Business Against AI Market Swings
👉 gradientflow.substack.com/p/how-to-bui...
✅ Future-Proofing Your Business Against AI Market Swings
👉 gradientflow.substack.com/p/how-to-bui...
Postgres for Agents: Fork Databases in 500ms and Let AI Agents Cook ... Safely
🎯 The first Postgres built for AI agents. Instant forks, advanced retrieval & agent training
thedataexchange.media/postgres-for...
🎯 The first Postgres built for AI agents. Instant forks, advanced retrieval & agent training
thedataexchange.media/postgres-for...
Is Your Database Ready for an Army of AI Agents?
Mike Freedman and Ajay Kulkarni on Rethinking Postgres, Smarter APIs, and Solving Agent Memory.
thedataexchange.media
November 6, 2025 at 3:24 PM
Postgres for Agents: Fork Databases in 500ms and Let AI Agents Cook ... Safely
🎯 The first Postgres built for AI agents. Instant forks, advanced retrieval & agent training
thedataexchange.media/postgres-for...
🎯 The first Postgres built for AI agents. Instant forks, advanced retrieval & agent training
thedataexchange.media/postgres-for...
Reposted by Gradient Flow
"The teams who succeed won’t be those chasing the most advanced models. They’ll be the ones who start with a single Hero user’s problem, capture unique data through a focused agent, and relentlessly expand from that beachhead." New #Radar article by @gradientflow.com: bit.ly/4qIU8vC #AI #AIAgents
Think Smaller: The Counterintuitive Path to AI Adoption
The following article originally appeared on Gradient Flow and is being reposted here with the author’s permission.We're living through a peculiar moment
bit.ly
November 6, 2025 at 2:50 PM
"The teams who succeed won’t be those chasing the most advanced models. They’ll be the ones who start with a single Hero user’s problem, capture unique data through a focused agent, and relentlessly expand from that beachhead." New #Radar article by @gradientflow.com: bit.ly/4qIU8vC #AI #AIAgents
Building AI That Survives When the Music Stops
🎯 Boom, Bubble, or Bust? How to Build a Resilient AI Business
👉 gradientflow.substack.com/p/how-to-bui...
🎯 Boom, Bubble, or Bust? How to Build a Resilient AI Business
👉 gradientflow.substack.com/p/how-to-bui...
How to build an AI business that survives the bubble
Subscribe • Previous Issues
gradientflow.substack.com
November 6, 2025 at 3:15 AM
Building AI That Survives When the Music Stops
🎯 Boom, Bubble, or Bust? How to Build a Resilient AI Business
👉 gradientflow.substack.com/p/how-to-bui...
🎯 Boom, Bubble, or Bust? How to Build a Resilient AI Business
👉 gradientflow.substack.com/p/how-to-bui...
🎯 AI Boom or Imminent Bust? How to Thrive, Not Just Survive, in the AI Boom-and-Bust Cycle
📈📉 gradientflow.substack.com/p/how-to-bui...
📈📉 gradientflow.substack.com/p/how-to-bui...
How to build an AI business that survives the bubble
Subscribe • Previous Issues
gradientflow.substack.com
November 5, 2025 at 3:44 PM
🎯 AI Boom or Imminent Bust? How to Thrive, Not Just Survive, in the AI Boom-and-Bust Cycle
📈📉 gradientflow.substack.com/p/how-to-bui...
📈📉 gradientflow.substack.com/p/how-to-bui...
How to build an AI business that survives the bubble
Subscribe • Previous Issues
gradientflow.substack.com
November 5, 2025 at 12:49 AM
🆕 How to Build an AI Business That Survives the Correction.
🙌 Why the AI Boom is More Fragile Than You Think
🔗 gradientflow.substack.com/p/how-to-bui...
🙌 Why the AI Boom is More Fragile Than You Think
🔗 gradientflow.substack.com/p/how-to-bui...
How to build an AI business that survives the bubble
Subscribe • Previous Issues
gradientflow.substack.com
November 4, 2025 at 3:20 PM
🆕 How to Build an AI Business That Survives the Correction.
🙌 Why the AI Boom is More Fragile Than You Think
🔗 gradientflow.substack.com/p/how-to-bui...
🙌 Why the AI Boom is More Fragile Than You Think
🔗 gradientflow.substack.com/p/how-to-bui...
Databases for Machines, Not Just People
🙌 Inside the Race to Build Agent-Native Databases
↦ gradientflow.substack.com/p/inside-the...
🙌 Inside the Race to Build Agent-Native Databases
↦ gradientflow.substack.com/p/inside-the...
Inside the race to build agent-native databases
Subscribe • Previous Issues
gradientflow.substack.com
November 3, 2025 at 2:25 AM
Databases for Machines, Not Just People
🙌 Inside the Race to Build Agent-Native Databases
↦ gradientflow.substack.com/p/inside-the...
🙌 Inside the Race to Build Agent-Native Databases
↦ gradientflow.substack.com/p/inside-the...
