The GitHub Actions job "Required Checks" on 
texera.git/release/v1.1.0-incubating has succeeded.
Run started by GitHub user bobbai00 (triggered by bobbai00).

Head commit for run:
86d6ea06440e1ccb2894ae390b02b999c04bcdee / Jiadong Bai 
<[email protected]>
docs(1.1): backport AGENTS.md (#4549, #4825) (#4939)

### What changes were proposed in this PR?

Backport #4549 (initial AGENTS.md + CLAUDE.md) and #4825 (AGENTS.md
rewrite) to `release/v1.1.0-incubating`. Two cherry-picks: #4549 applies
clean; #4825 has trivial content conflicts that resolve by taking the
post-rewrite state (i.e. `upstream/main:AGENTS.md` verbatim — what the
squashed result of both PRs would produce on main).

### Any related issues, documentation, discussions?

Backport of #4549 and #4825. Unblocks the auto-backport simulation for
#4938 (Java 17 bump) and any future PR that touches `AGENTS.md`.

### How was this PR tested?

Doc-only change. Verified `diff <(git show HEAD:AGENTS.md) <(git show
upstream/main:AGENTS.md)` is empty.

### Was this PR authored or co-authored using generative AI tooling?

Generated-by: Claude Code (Opus 4.7)

---------

Co-authored-by: Xinyuan Lin <[email protected]>
Co-authored-by: Yicong Huang <[email protected]>
Co-authored-by: Claude Opus 4.7 (1M context) <[email protected]>

Report URL: https://github.com/apache/texera/actions/runs/25357600930

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