{
  "model": "gemini-3.8-flash",
  "manual_characters": 17736,
  "runs": [
    {
      "label": "budgeted",
      "cache": true,
      "compact": true,
      "turns": [
        {
          "turn": 1,
          "question": "Deploy r42 to staging failed. What went wrong, according to its log?",
          "tool_calls": [
            "read_deploy_log({'release': 'r42'})"
          ],
          "usage": [
            {
              "prompt": 4502,
              "cached": 0,
              "cache": "fingerprint only",
              "cache_uses": null
            },
            {
              "prompt": 5261,
              "cached": 4401,
              "cache": "active",
              "cache_uses": 1
            }
          ],
          "answer": "The deploy failed during the `pre_deploy` hook while running `alembic upgrade head`. \n\nThe migration `a01d_locale_not_null.py` failed with an `IntegrityError` (`psycopg.errors.NotNullViolation`): `column \"locale\" of relation \"pages\" contains null values` when executing `op.alter_column(\"pages\", \"locale\", nullable=False)`. The hook exited with code 1, stopping the deploy, and staging kept release `r41`."
        },
        {
          "turn": 2,
          "question": "If I roll staging back, does that undo the migration r42 started?",
          "tool_calls": [],
          "usage": [
            {
              "prompt": 5389,
              "cached": 4401,
              "cache": "active",
              "cache_uses": 2
            }
          ],
          "answer": "No. Running `shipctl rollback` moves traffic back to an earlier release but does not run any hooks, so it does not undo database migrations. \n\nTo undo a migration, you must write a new migration that reverses the change, deploy that as a new release, and only then roll back if still needed. Furthermore, because r42 failed during `pre_deploy`, staging already kept release `r41`."
        },
        {
          "turn": 3,
          "question": "We fixed the migration and deployed r43, which failed differently. What happened?",
          "tool_calls": [
            "read_deploy_log({'release': 'r43'})"
          ],
          "usage": [
            {
              "prompt": 4792,
              "cached": 0,
              "cache": "fingerprint only",
              "cache_uses": null
            },
            {
              "prompt": 7664,
              "cached": 4691,
              "cache": "active",
              "cache_uses": 1
            }
          ],
          "answer": "The migration succeeded, but the deploy failed its health check. \n\nNeither replica became healthy within the 5-minute timeout. Both replicas continuously returned `503` on `GET /healthz` with the error:\n\n`search index not loaded: SEARCH_INDEX_URL is empty`\n\nBecause no replica passed the check, shipctl stopped the r43 replicas, and staging kept release `r41`. You need to set the `SEARCH_INDEX_URL` environment variable or secret for staging."
        },
        {
          "turn": 4,
          "question": "How long are staging logs kept?",
          "tool_calls": [],
          "usage": [
            {
              "prompt": 7779,
              "cached": 4691,
              "cache": "active",
              "cache_uses": 2
            }
          ],
          "answer": "Logs are kept for 14 days in staging (and 30 days in production). Older lines are deleted, so you must export them to your own store if you need them longer."
        },
        {
          "turn": 5,
          "question": "Which of the two failed deploys, r42 or r43, ran its migration to the end?",
          "tool_calls": [],
          "usage": [
            {
              "prompt": 5735,
              "cached": 0,
              "cache": "fingerprint only",
              "cache_uses": null
            }
          ],
          "answer": "**r43** ran its migration to the end. \n\nIn `r42`, the migration failed during `pre_deploy` with a `psycopg.errors.NotNullViolation` error. In `r43`, the `alembic upgrade head` migration completed successfully before the deploy later failed during the replica health checks."
        },
        {
          "turn": 6,
          "question": "What is the command to read the full pre_deploy output of r42?",
          "tool_calls": [],
          "usage": [
            {
              "prompt": 5824,
              "cached": 5052,
              "cache": "active",
              "cache_uses": 1
            }
          ],
          "answer": "The command is:\n\n    shipctl logs --release r42 --hook pre_deploy"
        }
      ],
      "model_calls": [
        {
          "contents": 2,
          "turn": {
            "parts": [
              {
                "function_call": {
                  "id": "call_630487",
                  "args": {
                    "release": "r42"
                  },
                  "name": "read_deploy_log"
                }
              }
            ],
            "role": "model"
          },
          "turn_index": 1
        },
        {
          "contents": 4,
          "turn": {
            "parts": [
              {
                "text": "The deploy failed during the `pre_deploy` hook while running `alembic upgrade head`. \n\nThe migration `a01d_locale_not_null.py` failed with an `IntegrityError` (`psycopg.errors.NotNullViolation`): `column \"locale\" of relation \"pages\" contains null values` when executing `op.alter_column(\"pages\", \"locale\", nullable=False)`. The hook exited with code 1, stopping the deploy, and staging kept release `r41`."
              }
            ],
            "role": "model"
          },
          "turn_index": 1
        },
        {
          "contents": 6,
          "turn": {
            "parts": [
              {
                "text": "No. Running `shipctl rollback` moves traffic back to an earlier release but does not run any hooks, so it does not undo database migrations. \n\nTo undo a migration, you must write a new migration that reverses the change, deploy that as a new release, and only then roll back if still needed. Furthermore, because r42 failed during `pre_deploy`, staging already kept release `r41`."
              }
            ],
            "role": "model"
          },
          "turn_index": 2
        },
        {
          "contents": 3,
          "turn": {
            "parts": [
              {
                "function_call": {
                  "id": "call_784699",
                  "args": {
                    "release": "r43"
                  },
                  "name": "read_deploy_log"
                }
              }
            ],
            "role": "model"
          },
          "turn_index": 3
        },
        {
          "contents": 5,
          "turn": {
            "parts": [
              {
                "text": "The migration succeeded, but the deploy failed its health check. \n\nNeither replica became healthy within the 5-minute timeout. Both replicas continuously returned `503` on `GET /healthz` with the error:\n\n`search index not loaded: SEARCH_INDEX_URL is empty`\n\nBecause no replica passed the check, shipctl stopped the r43 replicas, and staging kept release `r41`. You need to set the `SEARCH_INDEX_URL` environment variable or secret for staging."
              }
            ],
            "role": "model"
          },
          "turn_index": 3
        },
        {
          "contents": 7,
          "turn": {
            "parts": [
              {
                "text": "Logs are kept for 14 days in staging (and 30 days in production). Older lines are deleted, so you must export them to your own store if you need them longer."
              }
            ],
            "role": "model"
          },
          "turn_index": 4
        },
        {
          "contents": 4,
          "turn": {
            "parts": [
              {
                "text": "**r43** ran its migration to the end. \n\nIn `r42`, the migration failed during `pre_deploy` with a `psycopg.errors.NotNullViolation` error. In `r43`, the `alembic upgrade head` migration completed successfully before the deploy later failed during the replica health checks."
              }
            ],
            "role": "model"
          },
          "turn_index": 5
        },
        {
          "contents": 6,
          "turn": {
            "parts": [
              {
                "text": "The command is:\n\n    shipctl logs --release r42 --hook pre_deploy"
              }
            ],
            "role": "model"
          },
          "turn_index": 6
        }
      ],
      "compactions": [
        {
          "turns": [
            1,
            2
          ],
          "summary": "**Conversation Language:** English\n\n### User Request\nThe user originally asked what caused the deployment of release `r42` to staging to fail based on its log, and subsequently asked whether rolling back staging would undo the database migration initiated by `r42`.\n\n### Context & Key Information\n- **Tool Used:** `read_deploy_log` (with parameters `{'release': 'r42'}`)\n- **Failure Cause:** Deployment failed in the `pre_deploy` step running `alembic upgrade head`. The migration script `a01d_locale_not_null.py` threw an `IntegrityError` (`psycopg.errors.NotNullViolation`) because the `locale` column in table `pages` still contained `NULL` values when `op.alter_column(\"pages\", \"locale\", nullable=False)` was executed.\n- **Current State:** Staging automatically remained on release `r41` because the failure occurred during `pre_deploy`.\n- **Rollback Behavior:** Rolling back via `shipctl rollback` changes traffic routing but does not execute hooks or revert database migrations. Reverting a migration requires creating and deploying a new migration release.\n\n### Unresolved Questions / Tasks\n- None. Both questions have been answered. The user has not yet decided or requested next actions regarding fixing the migration or backfilling the `pages.locale` data."
        },
        {
          "turns": [
            2,
            3,
            4
          ],
          "summary": "**Conversation Language:** English\n\n### User Requests\n1. Inquired whether rolling back staging would undo the database migration started in release `r42`.\n2. Asked for root-cause analysis on why the subsequent release `r43` failed.\n3. Inquired about the log retention period for the staging environment.\n\n### Tools Used\n* `read_deploy_log`\n\n### Context & Key Information Obtained\n* **Rollback Mechanics:** Running `shipctl rollback` reroutes traffic to an earlier release without executing hooks, meaning database migrations are not reverted. Migrations must be reverted via a new migration release. Staging remained on `r41` because `r42` failed during `pre_deploy`.\n* **Release r43 Failure:** Inspection of the deploy log (`read_deploy_log`) showed the Alembic migration completed successfully, but the deploy timed out during health checks. Replicas continuously returned `503` on `GET /healthz` because `SEARCH_INDEX_URL is empty`. Consequently, `shipctl` aborted the rollout, leaving staging on `r41`.\n* **Log Retention:** Staging logs are stored for 14 days (compared to 30 days in production) before deletion.\n\n### Unresolved Tasks / Next Steps\n* The `SEARCH_INDEX_URL` environment variable or secret needs to be configured in staging so the application can pass health checks upon redeployment."
        }
      ],
      "stored_events": 18,
      "cache_log": [
        "Cache created successfully: cachedContents/6sm6holvq2uzac9j8cp5stcdqtmlc0d3k0x0yooo",
        "Cache cleaned up: cachedContents/6sm6holvq2uzac9j8cp5stcdqtmlc0d3k0x0yooo",
        "Cache created successfully: cachedContents/t4fbtcp21mvsocjopogxiyklkskbt578xed9sqfu",
        "Cache cleaned up: cachedContents/t4fbtcp21mvsocjopogxiyklkskbt578xed9sqfu",
        "Cache created successfully: cachedContents/owkcaevf39t9lf8dxsay57b09ns75jdtslgdhou9"
      ]
    },
    {
      "label": "plain",
      "cache": false,
      "compact": false,
      "turns": [
        {
          "turn": 1,
          "question": "Deploy r42 to staging failed. What went wrong, according to its log?",
          "tool_calls": [
            "read_deploy_log({'release': 'r42'})"
          ],
          "usage": [
            {
              "prompt": 4502,
              "cached": 2469,
              "cache": null,
              "cache_uses": null
            },
            {
              "prompt": 5261,
              "cached": 3233,
              "cache": null,
              "cache_uses": null
            }
          ],
          "answer": "The deploy failed in the `pre_deploy` hook while running database migrations (`alembic upgrade head`). \n\nThe migration `a01d_locale_not_null.py` attempted to alter the `locale` column in the `pages` table to be `NOT NULL`, but failed with:\n\n`sqlalchemy.exc.IntegrityError: (psycopg.errors.NotNullViolation) column \"locale\" of relation \"pages\" contains null values`\n\nThe hook exited with code 1, stopping the deploy and keeping staging on release `r41`."
        },
        {
          "turn": 2,
          "question": "If I roll staging back, does that undo the migration r42 started?",
          "tool_calls": [],
          "usage": [
            {
              "prompt": 5397,
              "cached": 0,
              "cache": null,
              "cache_uses": null
            }
          ],
          "answer": "No. `shipctl rollback` moves traffic to an earlier release but does not run any hooks, so it does not undo database migrations. \n\nFurthermore, staging is already still running `r41` because the deploy failed during `pre_deploy`. If any schema changes need reversing, write a new migration that reverses them and deploy it as a new release."
        },
        {
          "turn": 3,
          "question": "We fixed the migration and deployed r43, which failed differently. What happened?",
          "tool_calls": [
            "read_deploy_log({'release': 'r43'})"
          ],
          "usage": [
            {
              "prompt": 5490,
              "cached": 0,
              "cache": null,
              "cache_uses": null
            },
            {
              "prompt": 8362,
              "cached": 0,
              "cache": null,
              "cache_uses": null
            }
          ],
          "answer": "Release `r43` failed because of a failed health check. \n\nAlthough the migration succeeded, neither replica became healthy within the 5-minute timeout. Both replicas continuously returned HTTP 503 on `GET /healthz` with the error:\n\n`search index not loaded: SEARCH_INDEX_URL is empty`\n\nThe replicas were stopped, and staging kept running `r41`."
        },
        {
          "turn": 4,
          "question": "How long are staging logs kept?",
          "tool_calls": [],
          "usage": [
            {
              "prompt": 8454,
              "cached": 0,
              "cache": null,
              "cache_uses": null
            }
          ],
          "answer": "Logs are kept for 14 days in staging (and 30 days in production). After that period, older log lines are gone."
        },
        {
          "turn": 5,
          "question": "Which of the two failed deploys, r42 or r43, ran its migration to the end?",
          "tool_calls": [],
          "usage": [
            {
              "prompt": 8508,
              "cached": 0,
              "cache": null,
              "cache_uses": null
            }
          ],
          "answer": "**r43** ran its migration to the end. \n\nIn `r43`, the `pre_deploy` migration step (`alembic upgrade head`) finished successfully with `exit 0` before failing later on health checks. In contrast, `r42` failed during the migration with an `IntegrityError` (`exit 1`)."
        },
        {
          "turn": 6,
          "question": "What is the command to read the full pre_deploy output of r42?",
          "tool_calls": [],
          "usage": [
            {
              "prompt": 8601,
              "cached": 0,
              "cache": null,
              "cache_uses": null
            }
          ],
          "answer": "The command is:\n\n    shipctl logs --release r42 --hook pre_deploy"
        }
      ],
      "model_calls": [
        {
          "contents": 2,
          "turn": {
            "parts": [
              {
                "function_call": {
                  "id": "call_698294",
                  "args": {
                    "release": "r42"
                  },
                  "name": "read_deploy_log"
                }
              }
            ],
            "role": "model"
          },
          "turn_index": 1
        },
        {
          "contents": 4,
          "turn": {
            "parts": [
              {
                "text": "The deploy failed in the `pre_deploy` hook while running database migrations (`alembic upgrade head`). \n\nThe migration `a01d_locale_not_null.py` attempted to alter the `locale` column in the `pages` table to be `NOT NULL`, but failed with:\n\n`sqlalchemy.exc.IntegrityError: (psycopg.errors.NotNullViolation) column \"locale\" of relation \"pages\" contains null values`\n\nThe hook exited with code 1, stopping the deploy and keeping staging on release `r41`."
              }
            ],
            "role": "model"
          },
          "turn_index": 1
        },
        {
          "contents": 6,
          "turn": {
            "parts": [
              {
                "text": "No. `shipctl rollback` moves traffic to an earlier release but does not run any hooks, so it does not undo database migrations. \n\nFurthermore, staging is already still running `r41` because the deploy failed during `pre_deploy`. If any schema changes need reversing, write a new migration that reverses them and deploy it as a new release."
              }
            ],
            "role": "model"
          },
          "turn_index": 2
        },
        {
          "contents": 8,
          "turn": {
            "parts": [
              {
                "function_call": {
                  "id": "call_371338",
                  "args": {
                    "release": "r43"
                  },
                  "name": "read_deploy_log"
                }
              }
            ],
            "role": "model"
          },
          "turn_index": 3
        },
        {
          "contents": 10,
          "turn": {
            "parts": [
              {
                "text": "Release `r43` failed because of a failed health check. \n\nAlthough the migration succeeded, neither replica became healthy within the 5-minute timeout. Both replicas continuously returned HTTP 503 on `GET /healthz` with the error:\n\n`search index not loaded: SEARCH_INDEX_URL is empty`\n\nThe replicas were stopped, and staging kept running `r41`."
              }
            ],
            "role": "model"
          },
          "turn_index": 3
        },
        {
          "contents": 12,
          "turn": {
            "parts": [
              {
                "text": "Logs are kept for 14 days in staging (and 30 days in production). After that period, older log lines are gone."
              }
            ],
            "role": "model"
          },
          "turn_index": 4
        },
        {
          "contents": 14,
          "turn": {
            "parts": [
              {
                "text": "**r43** ran its migration to the end. \n\nIn `r43`, the `pre_deploy` migration step (`alembic upgrade head`) finished successfully with `exit 0` before failing later on health checks. In contrast, `r42` failed during the migration with an `IntegrityError` (`exit 1`)."
              }
            ],
            "role": "model"
          },
          "turn_index": 5
        },
        {
          "contents": 16,
          "turn": {
            "parts": [
              {
                "text": "The command is:\n\n    shipctl logs --release r42 --hook pre_deploy"
              }
            ],
            "role": "model"
          },
          "turn_index": 6
        }
      ],
      "compactions": [],
      "stored_events": 16,
      "cache_log": []
    }
  ],
  "failures": {
    "half_config": "Value error, compaction_interval and overlap_size must be set together. [type=value_error, input_value={'compaction_interval': 2}, input_type=dict]",
    "short_prefix": {
      "usage": [
        {
          "prompt": 223,
          "cached": 0,
          "cache": "fingerprint only",
          "cache_uses": null
        },
        {
          "prompt": 275,
          "cached": 0,
          "cache": "fingerprint only",
          "cache_uses": null
        }
      ],
      "cache_log": [
        "Previous request too small for caching (223 < 4096 tokens)"
      ]
    },
    "unknown_field": [
      "1 validation error for App",
      "context_cache"
    ]
  }
}