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Blog: Collect cloud sessions, evaluate locally with Apache SkyWalking AI Sessionizer (EN and ZH) - #952

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wu-sheng merged 1 commit into
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blog-ai-sessionizer-pull-judge
Oct 29, 2026
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Summary

This adds two blog posts reposted from AWS Builder Center:

  • English: content/blog/2026-10-29-ai-sessionizer-agentcore-pull-judge/, Collect Cloud Sessions, Evaluate Locally: Analyzing AI Agents on Amazon Bedrock AgentCore with Apache SkyWalking AI Sessionizer (AWS version)
  • Chinese: content/zh/2026-10-29-ai-sessionizer-agentcore-pull-judge/, 采集云端会话,本地评估:用 Apache SkyWalking AI Sessionizer 分析 Amazon Bedrock AgentCore 上的 AI Agent (AWS version)

The posts follow a release assistant on Amazon Bedrock AgentCore through seven turns. Sessionizer records the run in the cloud, asz pull copies it to a local snapshot, asz view replays it, and asz judge checks it against six goals and exports an HTML report. The posts show how to read that report, including where the judge's criteria are looser than the original request.

Changes from the AWS versions

  • Both posts use the text as published on AWS. Each opens with a line linking to its AWS version and to the post in the other language on this site.
  • The images are the original full-size files from https://github.com/wu-sheng/aws-agentcore-asz-demo, not AWS's compressed copies. The cover was converted from PNG to JPG (1.7 MB → 360 KB). The Chinese post uses the images stored with the English post.
  • In the English post, the "previous article" link now goes to this site's /blog/2026-10-10-ai-sessionizer-agentcore/.
  • In the Chinese post, the demo repository links now point at main, as the English post's do. They had pointed at the poc/pull-judge branch, which was merged and deleted, and at commit c63603c.

Checked

  • hugo builds with no warnings. Both pages render with 4 tables, 5 sections, 14 code blocks and all images, and each has its own canonical URL.

🤖 Generated with Claude Code

… AI Sessionizer (EN and ZH)

Repost the AWS Builder Center article in English and Chinese. A release
assistant on Amazon Bedrock AgentCore is recorded by Sessionizer in the
cloud, pulled to a local snapshot, and judged against six goals with an
exported HTML report. Images are the originals from
https://github.com/wu-sheng/aws-agentcore-asz-demo; the Chinese post uses
the English post's images.
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@wu-sheng
wu-sheng merged commit e5051c9 into master Oct 29, 2026
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@wu-sheng
wu-sheng deleted the blog-ai-sessionizer-pull-judge branch October 29, 2026 06:41
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