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The following commit(s) were added to refs/heads/main by this push:
     new dcc02de11 [DOCS] Link README to the compiler foundation blog post 
(#195)
dcc02de11 is described below

commit dcc02de11f3880ca17171af5930283e4677c599f
Author: Bohan Hou <[email protected]>
AuthorDate: Wed Nov 4 17:53:51 2026 -0500

    [DOCS] Link README to the compiler foundation blog post (#195)
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 222d494bb..42bc7751b 100644
--- a/README.md
+++ b/README.md
@@ -23,7 +23,7 @@ We believe that, in the future, **all GPU kernels will be 
developed, optimized,
 
 You might wonder: If my Claude or Codex can just spit out CUDA, PTX, or even 
SASS directly, **why bother with another compiler layer?** We've been asking 
ourselves the same question.
 
-Our answer is yes, but perhaps not in the form we know today. Even when agents 
generate code directly, analysis and independent verification still need 
structured program representations and precisely defined semantics. A minimal, 
extensible compiler foundation provides these shared building blocks while 
leaving agents free to explore their own optimization strategies.
+Our answer is yes, but perhaps not in the form we know today. Even when agents 
generate code directly, analysis and independent verification still need 
structured program representations and precisely defined semantics. A minimal, 
extensible compiler foundation provides these shared building blocks while 
leaving agents free to explore their own optimization strategies. Read our 
[blog 
post](https://tvm.apache.org/2026/11/03/rethinking-abstractions-in-the-agentic-era)
 for the full discussion.
 
 TIRx is our attempt to build a **minimal, stable, and extensible DSL and 
compiler foundation** for that future, enabling agents to write and optimize 
kernels, develop their own analyses, and eventually verify correctness.
 

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