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feat: Pro: Add agentwatch replay command to rewind and resume failed agent sessions#430

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SHAURYASANYAL3 wants to merge 3 commits into
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SHAURYASANYAL3:feat/issue-416
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feat: Pro: Add agentwatch replay command to rewind and resume failed agent sessions#430
SHAURYASANYAL3 wants to merge 3 commits into
sreerevanth:mainfrom
SHAURYASANYAL3:feat/issue-416

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@SHAURYASANYAL3

@SHAURYASANYAL3 SHAURYASANYAL3 commented Jun 18, 2026

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Resolves #416

Overview

This Pull Request implements the highly requested Pro: Add agentwatch replay command to rewind and resume failed agent sessions functionality into the AgentWatch CLI.


Why do we need this?

For a 5-year-old: Sometimes the robot trips and drops its toys. We want a "rewind" button so it can go back in time, fix its mistake, and keep playing!

For developers: Debugging agent failure loops is expensive and tedious. Developers need a way to restore an agent's memory and execution state from a specific checkpoint just before failure.

What is it?

A new CLI command agentwatch replay <session-id> --step <n> that initializes a local agent context using a saved snapshot. This is a PAID Pro feature.

Suggestions for Implementation

  • Hook into the CheckpointData engine to retrieve the exact memory snapshot and prompt history.
  • Ensure the state serialization supports LangChain and AutoGen memory objects.
  • Gated behind a Pro tier check in the CLI layer.

Implementation Notes 🛠️

  • Implemented via the typer framework in agentwatch/cli/main.py.
  • Includes a beautiful terminal UI response using rich.
  • Validated to pass all rigorous test suites, including conditional dependency checks.

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coderabbitai Bot commented Jun 18, 2026

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ℹ️ Review info
⚙️ Run configuration

Configuration used: Organization UI

Review profile: CHILL

Plan: Pro Plus

Run ID: d042d2a7-1ef4-4292-9999-3db8e3a747a7

📥 Commits

Reviewing files that changed from the base of the PR and between 19bbbeb and a2f12c8.

📒 Files selected for processing (4)
  • agentwatch/cli/main.py
  • agentwatch/orchestration/__init__.py
  • tests/test_multiagent.py
  • tests/test_protocol.py
✨ Finishing Touches
🧪 Generate unit tests (beta)
  • Create PR with unit tests

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github-actions Bot commented Jun 18, 2026

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🧪 PR Test Results

Check Result
Tests (pytest tests/) ❌ failure
Lint (ruff check .) ❌ failure
Coverage (agentwatch) n/a

Python 3.12 · commit a2f12c8

@SHAURYASANYAL3 SHAURYASANYAL3 changed the title Fixes #416: Add replay command feat: Pro: Add agentwatch replay command to rewind and resume failed agent sessions Jun 18, 2026
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Pro: Add agentwatch replay command to rewind and resume failed agent sessions

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