From ca03050e1be3c9353518641c22855e2d28b7d1c2 Mon Sep 17 00:00:00 2001 From: Conor Bronsdon <120674402+conorbronsdon@users.noreply.github.com> Date: Sun, 1 Mar 2026 10:28:14 -0800 Subject: [PATCH 01/11] Add Modular Discord and Forum links to Get in touch section Since Modular acquired BentoML, add Modular's community channels (Discord and Forum) to the Get in touch section. Co-Authored-By: Claude Sonnet 4.6 --- profile/README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/profile/README.md b/profile/README.md index 6131b70..b403e24 100644 --- a/profile/README.md +++ b/profile/README.md @@ -31,6 +31,8 @@ BentoCloud is the easist way to build and deploy with BentoML, in our cloud or y 👉 [Join our Slack community!](https://l.bentoml.com/join-slack) +💬 Join the [Modular Discord](https://discord.gg/modular) and [Modular Forum](https://forum.modular.com/) + 👀 Follow us on X [@bentomlai](https://twitter.com/bentomlai) and [LinkedIn](https://www.linkedin.com/company/bentoml/) 📖 Read our [blog](https://www.bentoml.com/blog) From 84628d782ce39bbd9ad19d0755a127039f2763f9 Mon Sep 17 00:00:00 2001 From: Conor Bronsdon <120674402+conorbronsdon@users.noreply.github.com> Date: Sun, 1 Mar 2026 10:31:39 -0800 Subject: [PATCH 02/11] Add banner announcing BentoML is now part of Modular Co-Authored-By: Claude Sonnet 4.6 --- profile/README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/profile/README.md b/profile/README.md index b403e24..8050156 100644 --- a/profile/README.md +++ b/profile/README.md @@ -1,5 +1,7 @@ # Welcome to BentoML 👋 [![Twitter Follow](https://img.shields.io/twitter/follow/bentomlai?style=social)](https://twitter.com/bentomlai) [![Slack](https://img.shields.io/badge/Slack-Join-4A154B?style=social)](https://l.bentoml.com/join-slack) +> [!IMPORTANT] +> BentoML is now part of [Modular](https://github.com/modular/modular). Together, we're building a unified stack for high-performance AI inference. [![github banner](https://github.com/user-attachments/assets/a5719b64-615b-4f73-8342-b844e380bdd5)](http://bentoml.com) From 36641eb9a5d09a1c9ce1e2c1813a8f4b1a5df0db Mon Sep 17 00:00:00 2001 From: Conor Bronsdon <120674402+conorbronsdon@users.noreply.github.com> Date: Sun, 1 Mar 2026 10:37:39 -0800 Subject: [PATCH 03/11] Link forum to BentoML-specific category Co-Authored-By: Claude Sonnet 4.6 --- profile/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/profile/README.md b/profile/README.md index 8050156..58a19ff 100644 --- a/profile/README.md +++ b/profile/README.md @@ -33,7 +33,7 @@ BentoCloud is the easist way to build and deploy with BentoML, in our cloud or y 👉 [Join our Slack community!](https://l.bentoml.com/join-slack) -💬 Join the [Modular Discord](https://discord.gg/modular) and [Modular Forum](https://forum.modular.com/) +💬 Join the [Modular Discord](https://discord.gg/modular) and [Modular Forum](https://forum.modular.com/c/bento/31) 👀 Follow us on X [@bentomlai](https://twitter.com/bentomlai) and [LinkedIn](https://www.linkedin.com/company/bentoml/) From 9a374d8d2313a7ce25de31dea74cdc8b56644392 Mon Sep 17 00:00:00 2001 From: Conor Bronsdon <120674402+conorbronsdon@users.noreply.github.com> Date: Sun, 1 Mar 2026 10:38:49 -0800 Subject: [PATCH 04/11] Add BentoML forum link to top nav, revert generic forum link Co-Authored-By: Claude Sonnet 4.6 --- profile/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/profile/README.md b/profile/README.md index 58a19ff..644d10e 100644 --- a/profile/README.md +++ b/profile/README.md @@ -7,7 +7,7 @@
-Website | Docs | Blog | Twitter | Community +Website | Docs | Blog | Twitter | Community | Forum
## What's cooking? 👩‍🍳 @@ -33,7 +33,7 @@ BentoCloud is the easist way to build and deploy with BentoML, in our cloud or y 👉 [Join our Slack community!](https://l.bentoml.com/join-slack) -💬 Join the [Modular Discord](https://discord.gg/modular) and [Modular Forum](https://forum.modular.com/c/bento/31) +💬 Join the [Modular Discord](https://discord.gg/modular) and [Modular Forum](https://forum.modular.com/) 👀 Follow us on X [@bentomlai](https://twitter.com/bentomlai) and [LinkedIn](https://www.linkedin.com/company/bentoml/) From c3543556ca76e200f80330bf03df366f6ef47957 Mon Sep 17 00:00:00 2001 From: Conor Bronsdon <120674402+conorbronsdon@users.noreply.github.com> Date: Sun, 1 Mar 2026 11:05:07 -0800 Subject: [PATCH 05/11] Add Modular MAX and Mojo 1.0 entries to What's cooking section Co-Authored-By: Claude Sonnet 4.6 --- profile/README.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/profile/README.md b/profile/README.md index 644d10e..6b3b655 100644 --- a/profile/README.md +++ b/profile/README.md @@ -28,6 +28,14 @@ Run any open-source LLMs (Llama, Mistral, Qwen, Phi and more) or custom fine-tun BentoCloud is the easist way to build and deploy with BentoML, in our cloud or yours. It brings fast and scalable inference infrastructure into any cloud, allowing AI teams to move 10x faster in building AI applications with ML/AI models, while reducing compute cost - by maxmizing compute utilization, fast GPU autoscaling, minimimal coldstarts and full observability. [Sign up today!](https://www.bentoml.com/). +### [⚡ Modular MAX](https://github.com/modular/modular): Hardware-optimized inference across any accelerator + +For end-to-end performance and portability across the AI execution stack—hardware-level optimization included—see Modular MAX. + +### [🔥 Mojo](https://www.modular.com/blog/the-path-to-mojo-1-0): A faster future for AI inference + +Mojo is on the path to a stable 1.0 release in 2026, delivering semantic versioning and a proven high-performance model for CPU and GPU programming. As Mojo matures, BentoML will leverage its native hardware acceleration to push model inference performance even further. + ## Get in touch 💬 From f7338f5b24e05abc180bdf6fa37bf88fbf517fa6 Mon Sep 17 00:00:00 2001 From: Conor Bronsdon <120674402+conorbronsdon@users.noreply.github.com> Date: Sun, 1 Mar 2026 11:05:59 -0800 Subject: [PATCH 06/11] Add Mojo Roadmap link to Mojo section Co-Authored-By: Claude Sonnet 4.6 --- profile/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/profile/README.md b/profile/README.md index 6b3b655..42cbca6 100644 --- a/profile/README.md +++ b/profile/README.md @@ -34,7 +34,7 @@ For end-to-end performance and portability across the AI execution stack—hardw ### [🔥 Mojo](https://www.modular.com/blog/the-path-to-mojo-1-0): A faster future for AI inference -Mojo is on the path to a stable 1.0 release in 2026, delivering semantic versioning and a proven high-performance model for CPU and GPU programming. As Mojo matures, BentoML will leverage its native hardware acceleration to push model inference performance even further. +Mojo is on the path to a stable 1.0 release in 2026, delivering semantic versioning and a proven high-performance model for CPU and GPU programming. As Mojo matures, BentoML will leverage its native hardware acceleration to push model inference performance even further. See the [Mojo Roadmap](https://docs.modular.com/mojo/roadmap/) for more information. ## Get in touch 💬 From 8d70eaea8823292603ce2daaca62880c78b5580c Mon Sep 17 00:00:00 2001 From: Conor Bronsdon <120674402+conorbronsdon@users.noreply.github.com> Date: Sun, 1 Mar 2026 11:06:09 -0800 Subject: [PATCH 07/11] Add modular.com/max link to MAX section Co-Authored-By: Claude Sonnet 4.6 --- profile/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/profile/README.md b/profile/README.md index 42cbca6..6daa56b 100644 --- a/profile/README.md +++ b/profile/README.md @@ -30,7 +30,7 @@ BentoCloud is the easist way to build and deploy with BentoML, in our cloud or y ### [⚡ Modular MAX](https://github.com/modular/modular): Hardware-optimized inference across any accelerator -For end-to-end performance and portability across the AI execution stack—hardware-level optimization included—see Modular MAX. +For end-to-end performance and portability across the AI execution stack—hardware-level optimization included—see [Modular MAX](https://www.modular.com/max). ### [🔥 Mojo](https://www.modular.com/blog/the-path-to-mojo-1-0): A faster future for AI inference From 1b1fad75bbe3eece6b02f0708cc0b531c911f0ae Mon Sep 17 00:00:00 2001 From: Conor Bronsdon <120674402+conorbronsdon@users.noreply.github.com> Date: Sun, 1 Mar 2026 11:09:09 -0800 Subject: [PATCH 08/11] Add unified stack diagram showing BentoML + MAX + Mojo layers Co-Authored-By: Claude Sonnet 4.6 --- profile/README.md | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/profile/README.md b/profile/README.md index 6daa56b..545fb76 100644 --- a/profile/README.md +++ b/profile/README.md @@ -10,6 +10,16 @@ Website | Docs | Blog | Twitter | Community | Forum +```mermaid +flowchart TD + A["🚀 Your App / API"] + B["🍱 BentoML — Serving · Orchestration · Batching · Multi-model Chains"] + C["⚡ Modular MAX — Hardware-optimized Runtimes on Any Accelerator"] + D["🔥 Mojo — High-performance Kernel & Systems Programming"] + E["🖥️ Any Hardware · NVIDIA · AMD · CPU"] + A --> B --> C --> D --> E +``` + ## What's cooking? 👩‍🍳 ### [🍱 BentoML](https://github.com/bentoml/BentoML): The Unified Serving Framework for AI/ML Systems From 6d22dabd41b4d2feb812bd455ea735e9c9997ff3 Mon Sep 17 00:00:00 2001 From: Conor Bronsdon <120674402+conorbronsdon@users.noreply.github.com> Date: Sun, 1 Mar 2026 11:10:11 -0800 Subject: [PATCH 09/11] Move unified stack diagram to bottom of What's cooking section Co-Authored-By: Claude Sonnet 4.6 --- profile/README.md | 19 +++++++++---------- 1 file changed, 9 insertions(+), 10 deletions(-) diff --git a/profile/README.md b/profile/README.md index 545fb76..ad8eb52 100644 --- a/profile/README.md +++ b/profile/README.md @@ -10,16 +10,6 @@ Website | Docs | Blog | Twitter | Community | Forum -```mermaid -flowchart TD - A["🚀 Your App / API"] - B["🍱 BentoML — Serving · Orchestration · Batching · Multi-model Chains"] - C["⚡ Modular MAX — Hardware-optimized Runtimes on Any Accelerator"] - D["🔥 Mojo — High-performance Kernel & Systems Programming"] - E["🖥️ Any Hardware · NVIDIA · AMD · CPU"] - A --> B --> C --> D --> E -``` - ## What's cooking? 👩‍🍳 ### [🍱 BentoML](https://github.com/bentoml/BentoML): The Unified Serving Framework for AI/ML Systems @@ -46,6 +36,15 @@ For end-to-end performance and portability across the AI execution stack—hardw Mojo is on the path to a stable 1.0 release in 2026, delivering semantic versioning and a proven high-performance model for CPU and GPU programming. As Mojo matures, BentoML will leverage its native hardware acceleration to push model inference performance even further. See the [Mojo Roadmap](https://docs.modular.com/mojo/roadmap/) for more information. +```mermaid +flowchart TD + A["🚀 Your App / API"] + B["🍱 BentoML — Serving · Orchestration · Batching · Multi-model Chains"] + C["⚡ Modular MAX — Hardware-optimized Runtimes on Any Accelerator"] + D["🔥 Mojo — High-performance Kernel & Systems Programming"] + E["🖥️ Any Hardware · NVIDIA · AMD · CPU"] + A --> B --> C --> D --> E +``` ## Get in touch 💬 From 4cd114158212b57edb83e21a2f71cb835fcc9ea8 Mon Sep 17 00:00:00 2001 From: Conor Bronsdon <120674402+conorbronsdon@users.noreply.github.com> Date: Mon, 2 Mar 2026 07:54:12 -0800 Subject: [PATCH 10/11] Update profile/README.md Co-authored-by: Sherlock Xu <65327072+Sherlock113@users.noreply.github.com> --- profile/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/profile/README.md b/profile/README.md index ad8eb52..56d54dc 100644 --- a/profile/README.md +++ b/profile/README.md @@ -30,7 +30,7 @@ BentoCloud is the easist way to build and deploy with BentoML, in our cloud or y ### [⚡ Modular MAX](https://github.com/modular/modular): Hardware-optimized inference across any accelerator -For end-to-end performance and portability across the AI execution stack—hardware-level optimization included—see [Modular MAX](https://www.modular.com/max). +For end-to-end performance and portability across the AI execution stack, including hardware-level optimization, see [Modular MAX](https://www.modular.com/max). ### [🔥 Mojo](https://www.modular.com/blog/the-path-to-mojo-1-0): A faster future for AI inference From 2f4845e415b0b7394c462770ecd5a1fe83f4375b Mon Sep 17 00:00:00 2001 From: Conor Bronsdon <120674402+conorbronsdon@users.noreply.github.com> Date: Mon, 2 Mar 2026 07:58:28 -0800 Subject: [PATCH 11/11] Update README: swap Community to Modular Discord, remove Slack CTA, fix Mojo copy --- profile/README.md | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/profile/README.md b/profile/README.md index 56d54dc..6552297 100644 --- a/profile/README.md +++ b/profile/README.md @@ -7,7 +7,7 @@ ## What's cooking? 👩‍🍳 @@ -30,11 +30,11 @@ BentoCloud is the easist way to build and deploy with BentoML, in our cloud or y ### [⚡ Modular MAX](https://github.com/modular/modular): Hardware-optimized inference across any accelerator -For end-to-end performance and portability across the AI execution stack, including hardware-level optimization, see [Modular MAX](https://www.modular.com/max). +For end-to-end performance and portability across the AI execution stack, see [Modular MAX](https://www.modular.com/max). ### [🔥 Mojo](https://www.modular.com/blog/the-path-to-mojo-1-0): A faster future for AI inference -Mojo is on the path to a stable 1.0 release in 2026, delivering semantic versioning and a proven high-performance model for CPU and GPU programming. As Mojo matures, BentoML will leverage its native hardware acceleration to push model inference performance even further. See the [Mojo Roadmap](https://docs.modular.com/mojo/roadmap/) for more information. +Mojo is on the path to a stable 1.0 release in 2026, delivering semantic versioning and a high-performance language for CPU and GPU programming. As Mojo matures, BentoML will leverage Mojo's compiled performance for CPU and GPU kernels to push model inference performance even further. See the [Mojo Roadmap](https://docs.modular.com/mojo/roadmap/) for more information. ```mermaid flowchart TD @@ -48,8 +48,6 @@ flowchart TD ## Get in touch 💬 -👉 [Join our Slack community!](https://l.bentoml.com/join-slack) - 💬 Join the [Modular Discord](https://discord.gg/modular) and [Modular Forum](https://forum.modular.com/) 👀 Follow us on X [@bentomlai](https://twitter.com/bentomlai) and [LinkedIn](https://www.linkedin.com/company/bentoml/)