From 985f037c5d4cd1154d2fa3711abc9273d4344949 Mon Sep 17 00:00:00 2001 From: Lewis Tunstall Date: Thu, 23 Oct 2025 00:18:22 +0200 Subject: [PATCH 01/17] Add OpenEnv blog post --- _blog.yml | 12 ++++++++ openenv.md | 80 ++++++++++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 92 insertions(+) create mode 100644 openenv.md diff --git a/_blog.yml b/_blog.yml index af4c0220d3..caeebd9aba 100644 --- a/_blog.yml +++ b/_blog.yml @@ -6843,3 +6843,15 @@ - nlp - open-source - community + +- local: openenv + title: "Building the Open Agent Ecosystem Together: Introducing OpenEnv" + author: spisakjo + thumbnail: /blog/assets/openenv/thumbnail.png + date: Oct 23, 2025 + tags: + - announcement + - open-source + - community + - agents + - rl diff --git a/openenv.md b/openenv.md new file mode 100644 index 0000000000..223cf169d8 --- /dev/null +++ b/openenv.md @@ -0,0 +1,80 @@ +--- +title: "Building the Open Agent Ecosystem Together: Introducing OpenEnv" +thumbnail: /blog/assets/openenv/thumbnail.png +authors: +- user: spisakjo + guest: true + org: openenv +- user: zkwentz + guest: true + org: openenv +- user: mortimerp9 + guest: true + org: openenv +- user: Sanyam + guest: true + org: openenv +- user: Hamid-Nazeri + guest: true + org: openenv +- user: Pankit01 + guest: true + org: openenv +- user: emre0 + guest: true + org: openenv +- user: lewtun +- user: reach-vb +--- + +# Building the Open Agent Ecosystem Together: Introducing OpenEnv + +With tools like [TRL](https://github.com/huggingface/trl), [TorchForge](https://github.com/meta-pytorch/torchforge) and [verl](https://github.com/volcengine/verl), we’ve shown how we can scale AI across heterogeneous compute and complex orchestration. But compute is only one side of the coin. The other side is the developer — the people and tools that make agentic systems possible. That’s why Meta and Hugging Face are partnering to launch the OpenEnv Hub — a shared, open community hub for agentic environments. + +Agentic environments define everything an agent needs to perform a task: the tools, APIs, credentials, and execution context — and nothing else. They bring clarity, safety, and sandboxed control to agent behavior. + +These environments can be used for both training and deployment, and serve as the foundation for scalable agentic development. + +## The Problem +Modern AI agents can act autonomously across thousands of tasks. Yet for those tasks to actually run, a large language model isn’t enough — it needs access to the right tools. Exposing millions of tools directly to a model isn’t reasonable (or safe). Instead, we need **agentic environments** — secure, semantically clear sandboxes that define exactly what’s required for a task, and nothing more. These environments handle the critical details: +- Clear semantics about what a task needs +- Sandboxed execution and safety guarantees +- Seamless access to authenticated tools and APIs + +## The Solution +To supercharge this next wave of agentic development, Meta-PyTorch and Hugging Face are partnering to launch a Hub for Environments — a shared space where developers can build, share, and explore OpenEnv-compatible environments for both training and deployment. + +Starting next week developers can: +- Visit the new [Environment Hub](https://huggingface.co/openenv) on Hugging Face where we will seed some initial environments +- Interact with environments directly as a Human Agent +- Enlist a model to solve tasks within the environment +- Inspect which tools the environment exposes and how it defines its observations +Every environment uploaded to the Hub that conforms to the OpenEnv specification automatically gains this functionality — making it fast and easy to validate and iterate before running full RL training. + +Alongside this, we’re releasing the [OpenEnv 0.1 Spec (RFC)](https://github.com/meta-pytorch/OpenEnv/blob/main/rfcs/002-env-spec.md) to gather community feedback and help shape the standard. + +## The RFCs +In the current state of the repository, environment creators can create environments using `step()`, `reset()`, `close()` APIs(part of RFCs below). A few examples on how to create such environments can be seen [here](https://github.com/meta-pytorch/OpenEnv/tree/main/src/envs). Environment users can play with local Docker based environments for all environments already available in the repo. Following RFCs are in in-review stage: + +- RFC 001: Establish architecture for how the core components like Environment, Agent, Task, etc. are related +- RFC 002: Propose basic env interface, packaging, isolation and communication w/ environment. +- RFC 003: Propose encapsulation of MCP tools through environment abstraction and isolation boundaries +- RFC 004: Extent tool support to cover unified action schema covering tool calling agents as well as CodeAct paradigm. + +## Use cases +- RL Post training - pull in environments across collections and use them to train RL agents with TRL, TorchForge+Monarch, VeRL etc. +- Environment creation - build an environment and ensure that it interops with popular RL tools in the ecosystem, share with collaborators, etc. +- Reproduction of SOTA methods - +- Deployment - users can create and environment, train on the same environment and then use the same for inference too (the full pipeline) + +## What’s Next +This is just the beginning. We’re integrating the OpenEnv Hub with Meta’s new **TorchForge RL library**, and collaborating with other open-source RL projects such as **verl**, **TRL**, and **SkyRL** to expand compatibility. +Join us at the PyTorch Conference on Oct 23 for a live demo and walkthrough of the spec, and stay tuned for our upcoming community meetup on environments, RL post-training, and agentic development. + +👉 Explore the [OpenEnv Hub](https://huggingface.co/openenv) on Hugging Face and start building the environments that will power the next generation of agents. +👉 Checkout the 0.1 spec which can be found implemented in the [OpenEnv project](https://github.com/meta-pytorch/OpenEnv) → we welcome ideas and contributions to making it better! +👉 Engage on the [Discord](https://discord.gg/YsTYBh6PD9) and talk with the community about RL, environments and agentic development +👉 Try it out yourself - We created a comprehensive [notebook](https://colab.research.google.com/github/meta-pytorch/OpenEnv/blob/main/examples/OpenEnv_Tutorial.ipynb) that walks you through an end to end example and of course you can easily pip install the package via [PyPI](https://pypi.org/project/openenv-core/). This notebook walks you through the abstractions we’ve built, along with an example of how to use existing integrations and how to add yours - Try it out in Google Colab! +👉 Checkout supporting platforms - Unsloth, TRL, [Lightning.AI](http://Lightning.AI) + +Cheers! 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use case --- openenv.md | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/openenv.md b/openenv.md index 223cf169d8..a662efee05 100644 --- a/openenv.md +++ b/openenv.md @@ -64,7 +64,7 @@ In the current state of the repository, environment creators can create environm ## Use cases - RL Post training - pull in environments across collections and use them to train RL agents with TRL, TorchForge+Monarch, VeRL etc. - Environment creation - build an environment and ensure that it interops with popular RL tools in the ecosystem, share with collaborators, etc. -- Reproduction of SOTA methods - +- Reproduction of SOTA methods - easily replicate methods like those from Meta's [Code World Model](https://huggingface.co/papers/2510.02387) by integrating environments for agentic coding and software engineering. - Deployment - users can create and environment, train on the same environment and then use the same for inference too (the full pipeline) ## What’s Next @@ -72,9 +72,13 @@ This is just the beginning. We’re integrating the OpenEnv Hub with Meta’s ne Join us at the PyTorch Conference on Oct 23 for a live demo and walkthrough of the spec, and stay tuned for our upcoming community meetup on environments, RL post-training, and agentic development. 👉 Explore the [OpenEnv Hub](https://huggingface.co/openenv) on Hugging Face and start building the environments that will power the next generation of agents. -👉 Checkout the 0.1 spec which can be found implemented in the [OpenEnv project](https://github.com/meta-pytorch/OpenEnv) → we welcome ideas and contributions to making it better! + +👉 Checkout the 0.1 spec which can be found implemented in the [OpenEnv project](https://github.com/meta-pytorch/OpenEnv) → we welcome ideas and contributions to making it better! + 👉 Engage on the [Discord](https://discord.gg/YsTYBh6PD9) and talk with the community about RL, environments and agentic development + 👉 Try it out yourself - We created a comprehensive [notebook](https://colab.research.google.com/github/meta-pytorch/OpenEnv/blob/main/examples/OpenEnv_Tutorial.ipynb) that walks you through an end to end example and of course you can easily pip install the package via [PyPI](https://pypi.org/project/openenv-core/). This notebook walks you through the abstractions we’ve built, along with an example of how to use existing integrations and how to add yours - Try it out in Google Colab! + 👉 Checkout supporting platforms - Unsloth, TRL, [Lightning.AI](http://Lightning.AI) Cheers! From 7da6361c0c40e37463d82f708474737a0e0292e0 Mon Sep 17 00:00:00 2001 From: Lewis Tunstall Date: Thu, 23 Oct 2025 10:50:02 +0200 Subject: [PATCH 04/17] Add Davide --- openenv.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/openenv.md b/openenv.md index a662efee05..812d564f6d 100644 --- a/openenv.md +++ b/openenv.md @@ -5,6 +5,9 @@ authors: - user: spisakjo guest: true org: openenv +- user: darktex + guest: true + org: openenv - user: zkwentz guest: true org: openenv From e0cc765136d362482d2364f4f0845cfd5444faf1 Mon Sep 17 00:00:00 2001 From: lewtun Date: Thu, 23 Oct 2025 13:49:56 +0200 Subject: [PATCH 05/17] Apply suggestion from @burtenshaw Co-authored-by: burtenshaw --- openenv.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openenv.md b/openenv.md index 812d564f6d..0934a2fa8b 100644 --- a/openenv.md +++ b/openenv.md @@ -39,7 +39,7 @@ Agentic environments define everything an agent needs to perform a task: the too These environments can be used for both training and deployment, and serve as the foundation for scalable agentic development. ## The Problem -Modern AI agents can act autonomously across thousands of tasks. Yet for those tasks to actually run, a large language model isn’t enough — it needs access to the right tools. Exposing millions of tools directly to a model isn’t reasonable (or safe). Instead, we need **agentic environments** — secure, semantically clear sandboxes that define exactly what’s required for a task, and nothing more. These environments handle the critical details: +Modern AI agents can act autonomously across thousands of tasks. However, a large language model isn’t enough to get those tasks to actually run — it needs access to the right tools. Exposing millions of tools directly to a model isn’t reasonable (or safe). Instead, we need **agentic environments** — secure, semantically clear sandboxes that define exactly what’s required for a task, and nothing more. These environments handle the critical details: - Clear semantics about what a task needs - Sandboxed execution and safety guarantees - Seamless access to authenticated tools and APIs From d1dd56c580e5cd8b58a719672e34d0a24e26c2b6 Mon Sep 17 00:00:00 2001 From: lewtun Date: Thu, 23 Oct 2025 13:50:10 +0200 Subject: [PATCH 06/17] Apply suggestion from @burtenshaw Co-authored-by: burtenshaw --- openenv.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openenv.md b/openenv.md index 0934a2fa8b..e5e0fc2d5e 100644 --- a/openenv.md +++ b/openenv.md @@ -32,7 +32,7 @@ authors: # Building the Open Agent Ecosystem Together: Introducing OpenEnv -With tools like [TRL](https://github.com/huggingface/trl), [TorchForge](https://github.com/meta-pytorch/torchforge) and [verl](https://github.com/volcengine/verl), we’ve shown how we can scale AI across heterogeneous compute and complex orchestration. But compute is only one side of the coin. The other side is the developer — the people and tools that make agentic systems possible. That’s why Meta and Hugging Face are partnering to launch the OpenEnv Hub — a shared, open community hub for agentic environments. +With tools like [TRL](https://github.com/huggingface/trl), [TorchForge](https://github.com/meta-pytorch/torchforge) and [verl](https://github.com/volcengine/verl), we’ve shown how we can scale AI across complex compute infrastructure. But compute is only one side of the coin. The other side is the developer community — the people and tools that make agentic systems possible. That’s why Meta and Hugging Face are partnering to launch the OpenEnv Hub — a shared and open community hub for agentic environments. Agentic environments define everything an agent needs to perform a task: the tools, APIs, credentials, and execution context — and nothing else. They bring clarity, safety, and sandboxed control to agent behavior. From e92db24d531ff15ab58273c1cdc97bafcea60a50 Mon Sep 17 00:00:00 2001 From: lewtun Date: Thu, 23 Oct 2025 13:50:20 +0200 Subject: [PATCH 07/17] Apply suggestion from @sergiopaniego Co-authored-by: Sergio Paniego Blanco --- openenv.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openenv.md b/openenv.md index e5e0fc2d5e..6d958bc26f 100644 --- a/openenv.md +++ b/openenv.md @@ -47,7 +47,7 @@ Modern AI agents can act autonomously across thousands of tasks. However, a larg ## The Solution To supercharge this next wave of agentic development, Meta-PyTorch and Hugging Face are partnering to launch a Hub for Environments — a shared space where developers can build, share, and explore OpenEnv-compatible environments for both training and deployment. -Starting next week developers can: +Starting next week, developers can: - Visit the new [Environment Hub](https://huggingface.co/openenv) on Hugging Face where we will seed some initial environments - Interact with environments directly as a Human Agent - Enlist a model to solve tasks within the environment From 48dbe0d896ac003345e96faec2efc17753123d76 Mon Sep 17 00:00:00 2001 From: lewtun Date: Thu, 23 Oct 2025 13:50:45 +0200 Subject: [PATCH 08/17] Apply suggestion from @sergiopaniego Co-authored-by: Sergio Paniego Blanco --- openenv.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openenv.md b/openenv.md index 6d958bc26f..8309a49458 100644 --- a/openenv.md +++ b/openenv.md @@ -52,7 +52,7 @@ Starting next week, developers can: - Interact with environments directly as a Human Agent - Enlist a model to solve tasks within the environment - Inspect which tools the environment exposes and how it defines its observations -Every environment uploaded to the Hub that conforms to the OpenEnv specification automatically gains this functionality — making it fast and easy to validate and iterate before running full RL training. +- Every environment uploaded to the Hub that conforms to the OpenEnv specification automatically gains this functionality — making it fast and easy to validate and iterate before running full RL training. Alongside this, we’re releasing the [OpenEnv 0.1 Spec (RFC)](https://github.com/meta-pytorch/OpenEnv/blob/main/rfcs/002-env-spec.md) to gather community feedback and help shape the standard. From 340d9235aca72e92c863732d6f732faf16df5940 Mon Sep 17 00:00:00 2001 From: lewtun Date: Thu, 23 Oct 2025 13:50:55 +0200 Subject: [PATCH 09/17] Apply suggestion from @sergiopaniego Co-authored-by: Sergio Paniego Blanco --- openenv.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openenv.md b/openenv.md index 8309a49458..4eb9e5e3b3 100644 --- a/openenv.md +++ b/openenv.md @@ -57,7 +57,7 @@ Starting next week, developers can: Alongside this, we’re releasing the [OpenEnv 0.1 Spec (RFC)](https://github.com/meta-pytorch/OpenEnv/blob/main/rfcs/002-env-spec.md) to gather community feedback and help shape the standard. ## The RFCs -In the current state of the repository, environment creators can create environments using `step()`, `reset()`, `close()` APIs(part of RFCs below). A few examples on how to create such environments can be seen [here](https://github.com/meta-pytorch/OpenEnv/tree/main/src/envs). Environment users can play with local Docker based environments for all environments already available in the repo. Following RFCs are in in-review stage: +In the current state of the repository, environment creators can create environments using `step()`, `reset()`, `close()` APIs (part of RFCs below). A few examples on how to create such environments can be seen [here](https://github.com/meta-pytorch/OpenEnv/tree/main/src/envs). Environment users can play with local Docker based environments for all environments already available in the repo. Following RFCs are under review: - RFC 001: Establish architecture for how the core components like Environment, Agent, Task, etc. are related - RFC 002: Propose basic env interface, packaging, isolation and communication w/ environment. From 773779cb2c3fb65f13fb243e4ac1f1f5a1d720f1 Mon Sep 17 00:00:00 2001 From: lewtun Date: Thu, 23 Oct 2025 13:51:05 +0200 Subject: [PATCH 10/17] Apply suggestion from @sergiopaniego Co-authored-by: Sergio Paniego Blanco --- openenv.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openenv.md b/openenv.md index 4eb9e5e3b3..7757c691bb 100644 --- a/openenv.md +++ b/openenv.md @@ -62,7 +62,7 @@ In the current state of the repository, environment creators can create environm - RFC 001: Establish architecture for how the core components like Environment, Agent, Task, etc. are related - RFC 002: Propose basic env interface, packaging, isolation and communication w/ environment. - RFC 003: Propose encapsulation of MCP tools through environment abstraction and isolation boundaries -- RFC 004: Extent tool support to cover unified action schema covering tool calling agents as well as CodeAct paradigm. +- RFC 004: Extend tool support to cover unified action schema covering tool calling agents as well as CodeAct paradigm. ## Use cases - RL Post training - pull in environments across collections and use them to train RL agents with TRL, TorchForge+Monarch, VeRL etc. From 1ba370089c46f693df58b90a0c1377f4b897b5b7 Mon Sep 17 00:00:00 2001 From: lewtun Date: Thu, 23 Oct 2025 13:51:14 +0200 Subject: [PATCH 11/17] Apply suggestion from @sergiopaniego Co-authored-by: Sergio Paniego Blanco --- openenv.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openenv.md b/openenv.md index 7757c691bb..00771edefc 100644 --- a/openenv.md +++ b/openenv.md @@ -68,7 +68,7 @@ In the current state of the repository, environment creators can create environm - RL Post training - pull in environments across collections and use them to train RL agents with TRL, TorchForge+Monarch, VeRL etc. - Environment creation - build an environment and ensure that it interops with popular RL tools in the ecosystem, share with collaborators, etc. - Reproduction of SOTA methods - easily replicate methods like those from Meta's [Code World Model](https://huggingface.co/papers/2510.02387) by integrating environments for agentic coding and software engineering. -- Deployment - users can create and environment, train on the same environment and then use the same for inference too (the full pipeline) +- Deployment - users can create an environment, train on the same environment and then use the same for inference too (the full pipeline) ## What’s Next This is just the beginning. We’re integrating the OpenEnv Hub with Meta’s new **TorchForge RL library**, and collaborating with other open-source RL projects such as **verl**, **TRL**, and **SkyRL** to expand compatibility. From 71e1920a652e0e0c941d8a5010afdcde1914ff2b Mon Sep 17 00:00:00 2001 From: lewtun Date: Thu, 23 Oct 2025 13:51:38 +0200 Subject: [PATCH 12/17] Apply suggestion from @sergiopaniego Co-authored-by: Sergio Paniego Blanco --- openenv.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openenv.md b/openenv.md index 00771edefc..6223cb7cde 100644 --- a/openenv.md +++ b/openenv.md @@ -76,7 +76,7 @@ Join us at the PyTorch Conference on Oct 23 for a live demo and walkthrough of t 👉 Explore the [OpenEnv Hub](https://huggingface.co/openenv) on Hugging Face and start building the environments that will power the next generation of agents. -👉 Checkout the 0.1 spec which can be found implemented in the [OpenEnv project](https://github.com/meta-pytorch/OpenEnv) → we welcome ideas and contributions to making it better! +👉 Check out the 0.1 spec which can be found implemented in the [OpenEnv project](https://github.com/meta-pytorch/OpenEnv) → we welcome ideas and contributions to making it better! 👉 Engage on the [Discord](https://discord.gg/YsTYBh6PD9) and talk with the community about RL, environments and agentic development From 0ec96ba27e9424722085e555d8769d0cbf005711 Mon Sep 17 00:00:00 2001 From: lewtun Date: Thu, 23 Oct 2025 13:51:47 +0200 Subject: [PATCH 13/17] Apply suggestion from @sergiopaniego Co-authored-by: Sergio Paniego Blanco --- openenv.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openenv.md b/openenv.md index 6223cb7cde..959b0ffe5f 100644 --- a/openenv.md +++ b/openenv.md @@ -78,7 +78,7 @@ Join us at the PyTorch Conference on Oct 23 for a live demo and walkthrough of t 👉 Check out the 0.1 spec which can be found implemented in the [OpenEnv project](https://github.com/meta-pytorch/OpenEnv) → we welcome ideas and contributions to making it better! -👉 Engage on the [Discord](https://discord.gg/YsTYBh6PD9) and talk with the community about RL, environments and agentic development +👉 Engage on [Discord](https://discord.gg/YsTYBh6PD9) and talk with the community about RL, environments and agentic development 👉 Try it out yourself - We created a comprehensive [notebook](https://colab.research.google.com/github/meta-pytorch/OpenEnv/blob/main/examples/OpenEnv_Tutorial.ipynb) that walks you through an end to end example and of course you can easily pip install the package via [PyPI](https://pypi.org/project/openenv-core/). This notebook walks you through the abstractions we’ve built, along with an example of how to use existing integrations and how to add yours - Try it out in Google Colab! From e6d0cdae2e86c7ab3a2c1e2a27e6c08fb6f8428d Mon Sep 17 00:00:00 2001 From: lewtun Date: Thu, 23 Oct 2025 13:52:13 +0200 Subject: [PATCH 14/17] Apply suggestion from @sergiopaniego Co-authored-by: Sergio Paniego Blanco --- openenv.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openenv.md b/openenv.md index 959b0ffe5f..124a378cc7 100644 --- a/openenv.md +++ b/openenv.md @@ -82,6 +82,6 @@ Join us at the PyTorch Conference on Oct 23 for a live demo and walkthrough of t 👉 Try it out yourself - We created a comprehensive [notebook](https://colab.research.google.com/github/meta-pytorch/OpenEnv/blob/main/examples/OpenEnv_Tutorial.ipynb) that walks you through an end to end example and of course you can easily pip install the package via [PyPI](https://pypi.org/project/openenv-core/). This notebook walks you through the abstractions we’ve built, along with an example of how to use existing integrations and how to add yours - Try it out in Google Colab! -👉 Checkout supporting platforms - Unsloth, TRL, [Lightning.AI](http://Lightning.AI) +👉 Check out supporting platforms - Unsloth, TRL, [Lightning.AI](http://Lightning.AI) Cheers! From d18e4960ef7410b2e72b1f03cfa24e4304b183e4 Mon Sep 17 00:00:00 2001 From: Lewis Tunstall Date: Thu, 23 Oct 2025 14:13:10 +0200 Subject: [PATCH 15/17] Add figure --- openenv.md | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/openenv.md b/openenv.md index 124a378cc7..b2c9cf0aee 100644 --- a/openenv.md +++ b/openenv.md @@ -45,7 +45,14 @@ Modern AI agents can act autonomously across thousands of tasks. However, a larg - Seamless access to authenticated tools and APIs ## The Solution -To supercharge this next wave of agentic development, Meta-PyTorch and Hugging Face are partnering to launch a Hub for Environments — a shared space where developers can build, share, and explore OpenEnv-compatible environments for both training and deployment. +To supercharge this next wave of agentic development, Meta-PyTorch and Hugging Face are partnering to launch a Hub for Environments — a shared space where developers can build, share, and explore OpenEnv-compatible environments for both training and deployment. The figure below shows how **OpenEnv** fits in the new post-training stack being developed by **Meta**, with integrations for other libraries like **TRL**, **SkyRL**, and **Unsloth** underway: + + +

+ rl_stack +

+*Figure: Integrating OpenEnv within the broader PyTorch post-training and deployment stack.* + Starting next week, developers can: - Visit the new [Environment Hub](https://huggingface.co/openenv) on Hugging Face where we will seed some initial environments From 913dc48aaa423bfe989ae83262d6b91a4dd3d576 Mon Sep 17 00:00:00 2001 From: Lewis Tunstall Date: Thu, 23 Oct 2025 14:23:41 +0200 Subject: [PATCH 16/17] Fix links --- openenv.md | 31 ++++++++++++++----------------- 1 file changed, 14 insertions(+), 17 deletions(-) diff --git a/openenv.md b/openenv.md index b2c9cf0aee..a540adbd30 100644 --- a/openenv.md +++ b/openenv.md @@ -32,27 +32,24 @@ authors: # Building the Open Agent Ecosystem Together: Introducing OpenEnv -With tools like [TRL](https://github.com/huggingface/trl), [TorchForge](https://github.com/meta-pytorch/torchforge) and [verl](https://github.com/volcengine/verl), we’ve shown how we can scale AI across complex compute infrastructure. But compute is only one side of the coin. The other side is the developer community — the people and tools that make agentic systems possible. That’s why Meta and Hugging Face are partnering to launch the OpenEnv Hub — a shared and open community hub for agentic environments. +With tools like [TRL](https://github.com/huggingface/trl), [TorchForge](https://github.com/meta-pytorch/torchforge) and [verl](https://github.com/volcengine/verl), the open-source community has shown how to scale AI across complex compute infrastructure. But compute is only one side of the coin. The other side is the developer community; the people and tools that make agentic systems possible. That’s why Meta and Hugging Face are partnering to launch the [OpenEnv Hub](https://huggingface.co/openenv): a shared and open community hub for agentic environments. -Agentic environments define everything an agent needs to perform a task: the tools, APIs, credentials, and execution context — and nothing else. They bring clarity, safety, and sandboxed control to agent behavior. +Agentic environments define everything an agent needs to perform a task: the tools, APIs, credentials, execution context, and nothing else. They bring clarity, safety, and sandboxed control to agent behavior. These environments can be used for both training and deployment, and serve as the foundation for scalable agentic development. ## The Problem -Modern AI agents can act autonomously across thousands of tasks. However, a large language model isn’t enough to get those tasks to actually run — it needs access to the right tools. Exposing millions of tools directly to a model isn’t reasonable (or safe). Instead, we need **agentic environments** — secure, semantically clear sandboxes that define exactly what’s required for a task, and nothing more. These environments handle the critical details: +Modern AI agents can act autonomously across thousands of tasks. However, a large language model isn’t enough to get those tasks to actually run — it needs access to the right tools. Exposing millions of tools directly to a model isn’t reasonable (or safe). Instead, we need **agentic environments**: secure, semantically clear sandboxes that define exactly what’s required for a task, and nothing more. These environments handle the critical details: - Clear semantics about what a task needs - Sandboxed execution and safety guarantees - Seamless access to authenticated tools and APIs ## The Solution -To supercharge this next wave of agentic development, Meta-PyTorch and Hugging Face are partnering to launch a Hub for Environments — a shared space where developers can build, share, and explore OpenEnv-compatible environments for both training and deployment. The figure below shows how **OpenEnv** fits in the new post-training stack being developed by **Meta**, with integrations for other libraries like **TRL**, **SkyRL**, and **Unsloth** underway: - +To supercharge this next wave of agentic development, Meta-PyTorch and Hugging Face are partnering to launch a [Hub for Environments](https://huggingface.co/openenv): a shared space where developers can build, share, and explore OpenEnv-compatible environments for both training and deployment. The figure below shows how **OpenEnv** fits in the new post-training stack being developed by **Meta**, with integrations for other libraries like **TRL**, **SkyRL**, and **Unsloth** underway:

- rl_stack + rl_stack

-*Figure: Integrating OpenEnv within the broader PyTorch post-training and deployment stack.* - Starting next week, developers can: - Visit the new [Environment Hub](https://huggingface.co/openenv) on Hugging Face where we will seed some initial environments @@ -66,16 +63,16 @@ Alongside this, we’re releasing the [OpenEnv 0.1 Spec (RFC)](https://github.co ## The RFCs In the current state of the repository, environment creators can create environments using `step()`, `reset()`, `close()` APIs (part of RFCs below). A few examples on how to create such environments can be seen [here](https://github.com/meta-pytorch/OpenEnv/tree/main/src/envs). Environment users can play with local Docker based environments for all environments already available in the repo. Following RFCs are under review: -- RFC 001: Establish architecture for how the core components like Environment, Agent, Task, etc. are related -- RFC 002: Propose basic env interface, packaging, isolation and communication w/ environment. -- RFC 003: Propose encapsulation of MCP tools through environment abstraction and isolation boundaries -- RFC 004: Extend tool support to cover unified action schema covering tool calling agents as well as CodeAct paradigm. +- [RFC 001:](https://github.com/meta-pytorch/OpenEnv/blob/main/rfcs/001-abstractions.md) Establish architecture for how the core components like Environment, Agent, Task, etc. are related +- [RFC 002:](https://github.com/meta-pytorch/OpenEnv/blob/main/rfcs/002-env-spec.md) Propose basic env interface, packaging, isolation and communication w/ environment. +- [RFC 003:](https://github.com/meta-pytorch/OpenEnv/blob/main/rfcs/003-mcp-support.md) Propose encapsulation of MCP tools through environment abstraction and isolation boundaries +- [RFC 004:](https://github.com/meta-pytorch/OpenEnv/blob/main/rfcs/004-actions-as-tool-calls.md) Extend tool support to cover unified action schema covering tool calling agents as well as CodeAct paradigm. ## Use cases -- RL Post training - pull in environments across collections and use them to train RL agents with TRL, TorchForge+Monarch, VeRL etc. -- Environment creation - build an environment and ensure that it interops with popular RL tools in the ecosystem, share with collaborators, etc. -- Reproduction of SOTA methods - easily replicate methods like those from Meta's [Code World Model](https://huggingface.co/papers/2510.02387) by integrating environments for agentic coding and software engineering. -- Deployment - users can create an environment, train on the same environment and then use the same for inference too (the full pipeline) +- RL Post training: pull in environments across collections and use them to train RL agents with TRL, TorchForge+Monarch, VeRL etc. +- Environment creation: build an environment and ensure that it interops with popular RL tools in the ecosystem, share with collaborators, etc. +- Reproduction of SOTA methods: easily replicate methods like those from FAIR's [Code World Model](https://huggingface.co/papers/2510.02387) by integrating environments for agentic coding and software engineering. +- Deployment: users can create an environment, train on the same environment and then use the same for inference too (the full pipeline) ## What’s Next This is just the beginning. We’re integrating the OpenEnv Hub with Meta’s new **TorchForge RL library**, and collaborating with other open-source RL projects such as **verl**, **TRL**, and **SkyRL** to expand compatibility. @@ -89,6 +86,6 @@ Join us at the PyTorch Conference on Oct 23 for a live demo and walkthrough of t 👉 Try it out yourself - We created a comprehensive [notebook](https://colab.research.google.com/github/meta-pytorch/OpenEnv/blob/main/examples/OpenEnv_Tutorial.ipynb) that walks you through an end to end example and of course you can easily pip install the package via [PyPI](https://pypi.org/project/openenv-core/). This notebook walks you through the abstractions we’ve built, along with an example of how to use existing integrations and how to add yours - Try it out in Google Colab! -👉 Check out supporting platforms - Unsloth, TRL, [Lightning.AI](http://Lightning.AI) +👉 Check out supporting platforms - [Unsloth](https://github.com/unslothai/unsloth), [TRL](https://huggingface.co/docs/trl/main/en/openenv), [Lightning.AI](http://Lightning.AI) Cheers! From 3cc4c893df90a1427747eeec88275bb5748d5489 Mon Sep 17 00:00:00 2001 From: Lewis Tunstall Date: Thu, 23 Oct 2025 14:24:37 +0200 Subject: [PATCH 17/17] Fix --- openenv.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openenv.md b/openenv.md index a540adbd30..5b97d4e8c9 100644 --- a/openenv.md +++ b/openenv.md @@ -88,4 +88,4 @@ Join us at the PyTorch Conference on Oct 23 for a live demo and walkthrough of t 👉 Check out supporting platforms - [Unsloth](https://github.com/unslothai/unsloth), [TRL](https://huggingface.co/docs/trl/main/en/openenv), [Lightning.AI](http://Lightning.AI) -Cheers! +Let's build the future of open agents together, one environment at a time 🔥!