Skip to content

Conversation

@google-labs-jules
Copy link

This PR introduces the SovereignGraphGuard class, designed to "harden" the GraphFlowManager execution. It provides an external state management layer that persists execution topology (remaining, enqueued_any, ready, active_nodes) to disk transactionally.

Key features:

  • Zero-Capitulation Persistence: Uses atomic writes and cryptographic hashing to ensure state integrity.
  • Operational Ischemia Repair: Detects "zombie states" where the graph is stalled despite having remaining work, and injects "adrenaline" (re-enqueues agents) to resume flow.
  • Robust Serialization: Handles deque and Counter objects and sanitizes deep object graphs to prevent recursion errors or pickling issues.

This addresses the need for a sovereign supervisory layer that can survive process crashes and logical stalls in long-running agent workflows.


PR created automatically by Jules for task 15206467154497520459 started by @merchantmoh-debug

- Add `SovereignGraphGuard` class to manage transactional state, crash recovery, and integrity verification for graph-based workflows.
- Implement robust serialization mapping `GraphFlowManager`'s internal `Counter` and `deque` structures to JSON-safe formats.
- Add `load_and_heal` protocol to detect and resolve "zombie states" (stalled workflows).
- Add regression tests in `test_sovereign_guard.py` verifying persistence, recovery, and integrity checks.
@google-labs-jules
Copy link
Author

👋 Jules, reporting for duty! I'm here to lend a hand with this pull request.

When you start a review, I'll add a 👀 emoji to each comment to let you know I've read it. I'll focus on feedback directed at me and will do my best to stay out of conversations between you and other bots or reviewers to keep the noise down.

I'll push a commit with your requested changes shortly after. Please note there might be a delay between these steps, but rest assured I'm on the job!

For more direct control, you can switch me to Reactive Mode. When this mode is on, I will only act on comments where you specifically mention me with @jules. You can find this option in the Pull Request section of your global Jules UI settings. You can always switch back!

New to Jules? Learn more at jules.google/docs.


For security, I will only act on instructions from the user who triggered this task.

@merchantmoh-debug merchantmoh-debug marked this pull request as ready for review January 8, 2026 05:09
@merchantmoh-debug merchantmoh-debug merged commit a483a33 into main Jan 8, 2026
@merchantmoh-debug merchantmoh-debug deleted the sovereign-graph-guard-15206467154497520459 branch January 8, 2026 05:10
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants