vikramkoka opened a new pull request, #67660:
URL: https://github.com/apache/airflow/pull/67660

   Demonstrates Dynamic Task Mapping, structured LLM output (Pydantic), 
cost-controlled synthesis (UsageLimits), and HITL approval using LLMOperator 
with live data from the Apache Confluence wiki and GitHub.
   
   The DAG accepts an aip_numbers param (default: 76,99,103,105,108) to choose 
which AIPs to investigate. For each AIP it fetches the spec via Confluence CQL 
search and gathers PR/commit evidence from the GitHub Search API, then fans out 
structured LLM analysis via DTM and synthesizes a cross-AIP progress report for 
maintainer review.
   
    <!-- SPDX-License-Identifier: Apache-2.0
         https://www.apache.org/licenses/LICENSE-2.0 -->
   
   ---
   
   ##### Was generative AI tooling used to co-author this PR?
   
   - [ x] Yes (please specify the tool below)
   
   Generated-by: [Claude] following [the 
guidelines](https://github.com/apache/airflow/blob/main/contributing-docs/05_pull_requests.rst#gen-ai-assisted-contributions)
   
   


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: [email protected]

For queries about this service, please contact Infrastructure at:
[email protected]

Reply via email to