{
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      "timestamp": "2026-02-13T14:30:47.296Z",
      "type": "error",
      "content": "Error during discovery for MCP server 'terraform': MCP error -32000: Connection closed"
    },
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      "timestamp": "2026-02-13T14:31:30.868Z",
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      "content": [
        {
          "text": "since we no longer use ruby. remove the Gemfile"
        }
      ]
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      "timestamp": "2026-02-13T14:31:34.771Z",
      "type": "gemini",
      "content": "I will remove the Ruby-related files `Gemfile` and `Gemfile.lock` as they are no longer needed.",
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          "description": "I'm currently verifying the existence of the `Gemfile` and `Gemfile.lock`. Once I confirm their presence, I'll proceed with the removal of each file. It seems straightforward so far, but I always want to be careful and make sure before doing anything!",
          "timestamp": "2026-02-13T14:31:33.837Z"
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          "timestamp": "2026-02-13T14:31:33.839Z"
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      "timestamp": "2026-02-13T14:31:41.639Z",
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          "text": "commit thayt change"
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    {
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      "type": "gemini",
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          "id": "run_shell_command-1770993133051-c2b0dfb680a238",
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            "description": "Stage the deletions and review the staged changes."
          },
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                  "output": "Output: On branch main\nYour branch is up to date with 'origin/main'.\n\nChanges to be committed:\n  (use \"git restore --staged <file>...\" to unstage)\n        deleted:    Gemfile\n        deleted:    Gemfile.lock\n\ndiff --git a/Gemfile b/Gemfile\ndeleted file mode 100644\nindex 72884af..0000000\n--- a/Gemfile\n+++ /dev/null\n@@ -1,11 +0,0 @@\n-# frozen_string_literal: true\n-\n-source \"https://rubygems.org\"\n-\n-# gem \"rails\"\n-\n-gem \"aws-sdk-costexplorer\", \"~> 1.106\"\n-\n-gem \"nokogiri\", \"~> 1.16\"\n-\n-gem \"aws-sdk-organizations\", \"~> 1.97\"\ndiff --git a/Gemfile.lock b/Gemfile.lock\ndeleted file mode 100644\nindex 6f9ec60..0000000\n--- a/Gemfile.lock\n+++ /dev/null\n@@ -1,33 +0,0 @@\n-GEM\n-  remote: https://rubygems.org/\n-  specs:\n-    aws-eventstream (1.3.0)\n-    aws-partitions (1.971.0)\n-    aws-sdk-core (3.203.0)\n-      aws-eventstream (~> 1, >= 1.3.0)\n-      aws-partitions (~> 1, >= 1.651.0)\n-      aws-sigv4 (~> 1.9)\n-      jmespath (~> 1, >= 1.6.1)\n-    aws-sdk-costexplorer (1.106.0)\n-      aws-sdk-core (~> 3, >= 3.203.0)\n-      aws-sigv4 (~> 1.5)\n-    aws-sdk-organizations (1.97.0)\n-      aws-sdk-core (~> 3, >= 3.203.0)\n-      aws-sigv4 (~> 1.5)\n-    aws-sigv4 (1.9.1)\n-      aws-eventstream (~> 1, >= 1.0.2)\n-    jmespath (1.6.2)\n-    nokogiri (1.16.7-arm64-darwin)\n-      racc (~> 1.4)\n-    racc (1.8.1)\n-\n-PLATFORMS\n-  arm64-darwin-22\n-\n-DEPENDENCIES\n-  aws-sdk-costexplorer (~> 1.106)\n-  aws-sdk-organizations (~> 1.97)\n-  nokogiri (~> 1.16)\n-\n-BUNDLED WITH\n-   2.4.1\nProcess Group PGID: 26110"
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                  "output": "# AWS Organization Audit Scripts\n\nA collection of Python scripts designed to audit and report on resources, costs, and configurations across multiple AWS accounts within an Organization.\n\n## Prerequisites\n\n- **Python 3.8+**\n- **AWS CLI** configured with SSO profiles.\n- **Virtualenv** (highly recommended)\n\n## Setup\n\n1. **Clone the repository:**\n   ```bash\n   git clone <repository-url>\n   cd aws-stuff\n   ```\n\n2. **Create and activate a virtual environment:**\n   ```bash\n   python3 -m venv .venv\n   source .venv/bin/activate\n   ```\n\n3. **Install dependencies:**\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n4. **Configure your environment:**\n   Copy the example environment file and fill in your details:\n   ```bash\n   cp .env.example .env\n   ```\n   Edit `.env`:\n   - `AWS_PARENT_PROFILE`: The SSO profile used to access the Organizations and Pricing APIs (e.g., your master account profile).\n   - `OU_IDS`: Comma-separated list of Organizational Unit IDs to scan.\n   - `SKIP_ACCOUNTS`: Comma-separated list of Account IDs to exclude from scans.\n   - `GOOGLE_CLIENT_SECRET_FILE`: (Optional) Path to your Google API client secret JSON file. Defaults to `client_secret.json`.\n   - `GOOGLE_AUTHORIZED_USER_FILE`: (Optional) Path where the Google auth token will be stored. Defaults to `authorized_user.json`.\n\n## Google Sheets Integration\n\nSeveral scripts automatically export their output to Google Sheets in addition to local CSV files.\n\n### Setup\n1. Create a project in the [Google Cloud Console](https://console.cloud.google.com/).\n2. Enable the **Google Sheets API** and **Google Drive API**.\n3. Create **OAuth 2.0 Client ID** credentials (Desktop app).\n4. Download the JSON file and save it as `client_secret.json` in the project root (or set `GOOGLE_CLIENT_SECRET_FILE`).\n5. On the first run, a browser window will open for authentication. The resulting token is saved to `authorized_user.json`.\n\nIf these files are missing, the scripts will skip the Google Sheets export and only produce CSVs.\n\n## Script Overview\n\nThe project uses a shared `aws_utils.py` module to handle SSO login, date ranges, and account iteration.\n\n### Cost & Billing\n- `aws_bills.py`: Comparison of Amortized and Unblended costs over the last 3 months.\n- `aws_cost.py`: Detailed EC2 cost report including compute savings.\n- `bwsuage.py`: Monthly bandwidth usage report with overage alerts (>100GB).\n- `storage-usage.py`: Monthly storage report (S3, EBS, RDS, EFS).\n- `generate-billing-sheets.py`: Generates detailed Google Sheets reports (requires Google API credentials).\n- `summarize-ecsv.py`: Parses exported AWS billing CSV files for local analysis.\n\n### Resource Inventory\n- `aws-vpc.py`: Lists VPCs and CIDR blocks across all accounts/regions.\n- `aws-ips.py`: Lists public IPs, EIPs, and internet-facing Load Balancer DNS names.\n- `list_rds_instances.py`: Lists all RDS instances and clusters.\n- `cloudfront.py`: Lists CloudFront distributions and their status.\n- `aws-asg-lt-ami.py`: Audits Auto Scaling Groups, Launch Templates, and associated AMIs.\n- `aws-ec2-ami.py`: Inventories running EC2 instances and their AMI IDs.\n\n### Pricing\n- `ec2_price.py`: Fetches current on-demand pricing for T3 instance families in London.\n- `rds_price.py`: Fetches current on-demand pricing for RDS MySQL/PostgreSQL in London.\n\n## Usage\n\nMost scripts run autonomously once your `.env` is configured:\n```bash\npython <script_name>.py\n```\nIf your AWS SSO session has expired, the scripts will automatically attempt to trigger `aws sso login` using your defined parent profile.\n\n## Contributing\n\nWhen adding new scripts, leverage `aws_utils.py` for:\n- `setup_org_accounts_session()`: Iterates through accounts in your OUs.\n- `ensure_sso_login()`: Handles session validation.\n- `get_previous_month_range()`: Standardizes billing periods.\n"
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                  "output": "# Gemini CLI Project Context - AWS Organization Audit Scripts\n\n## Project Overview\nThis repository contains a collection of Python scripts for auditing AWS Organizations. It handles multi-account discovery, SSO authentication, and generates reports on costs, bandwidth, and resource inventory.\n\n## Core Guidelines\n\n- **Shared Logic:** All AWS interaction MUST go through `aws_utils.py`. Never initialize `boto3.client` directly without first ensuring a session via `aws_utils`.\n- **Authentication:** Use `ensure_sso_login()` to handle AWS SSO sessions. This triggers `aws sso login` via the CLI if the session is expired.\n- **Session Management:** \n    - Use `get_boto_session()` for parent/management account tasks (Organizations, Pricing API).\n    - Use `setup_org_accounts_session()` to iterate through accounts in specific OUs or the entire organization. This handles profile switching for multi-account scans and unsets conflicting IAM env vars.\n- **Configuration:** \n    - Honor environment variables: `AWS_PARENT_PROFILE`, `OU_IDS`, `SKIP_ACCOUNTS`, `GOOGLE_CLIENT_SECRET_FILE`, and `GOOGLE_AUTHORIZED_USER_FILE`.\n    - Support `.env` files via `python-dotenv` (handled in `aws_utils.py`).\n- **Reporting:** \n    - For large datasets, prefer CSV output using the `csv` module.\n    - **Google Sheets:** Use `export_to_sheets(title, headers, rows)` from `aws_utils.py` to automatically export CSV data to Google Sheets.\n    - For console summaries, use formatted tables with `print` or `pandas`.\n\n## Key Patterns\n\n### Account Iteration\nAlways use the generator pattern for cross-account audits:\n```python\nfrom aws_utils import setup_org_accounts_session\nfor account, profile_name in setup_org_accounts_session():\n    boto3.setup_default_session(profile_name=profile_name)\n    # ... account-specific logic ...\n```\n\n### Date Handling\nStandardize billing periods using `aws_utils.py` helpers:\n- `get_previous_month_range()`: Returns `(start, end)` for the last full month.\n- `get_last_n_months_ranges(n)`: Returns list of ranges for historical analysis.\n\n### Testing\n- Place tests in the `tests/` directory.\n- Use `unittest` and `unittest.mock`.\n- **Mocks:** Always mock `aws_utils.get_boto_session` and AWS clients to ensure tests run without credentials or network access.\n\n## Tooling & Dependencies\n- **Primary:** `boto3`, `pandas`, `python-dotenv`.\n- **Secondary:** `gspread`, `google-auth-oauthlib` (for Google Sheets reports).\n- **Environment:** Always execute within the project's virtual environment (`.venv`).\n\n## Security & Privacy\n- **Identifiers:** Never hardcode Account IDs, OU IDs, or Profile Names. Use the configuration patterns in `aws_utils`.\n- **Sanitization:** When creating examples or documentation, use generic placeholders like `ou-1234-abcd5678` or `123456789012`.\n- **Environment:** Do not commit `.env` files or Google authentication JSON files (`client_secret.json`, `authorized_user.json`).\n"
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            "originalContent": "# AWS Organization Audit Scripts\n\nA collection of Python scripts designed to audit and report on resources, costs, and configurations across multiple AWS accounts within an Organization.\n\n## Prerequisites\n\n- **Python 3.8+**\n- **AWS CLI** configured with SSO profiles.\n- **Virtualenv** (highly recommended)\n\n## Setup\n\n1. **Clone the repository:**\n   ```bash\n   git clone <repository-url>\n   cd aws-stuff\n   ```\n\n2. **Create and activate a virtual environment:**\n   ```bash\n   python3 -m venv .venv\n   source .venv/bin/activate\n   ```\n\n3. **Install dependencies:**\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n4. **Configure your environment:**\n   Copy the example environment file and fill in your details:\n   ```bash\n   cp .env.example .env\n   ```\n   Edit `.env`:\n   - `AWS_PARENT_PROFILE`: The SSO profile used to access the Organizations and Pricing APIs (e.g., your master account profile).\n   - `OU_IDS`: Comma-separated list of Organizational Unit IDs to scan.\n   - `SKIP_ACCOUNTS`: Comma-separated list of Account IDs to exclude from scans.\n   - `GOOGLE_CLIENT_SECRET_FILE`: (Optional) Path to your Google API client secret JSON file. Defaults to `client_secret.json`.\n   - `GOOGLE_AUTHORIZED_USER_FILE`: (Optional) Path where the Google auth token will be stored. Defaults to `authorized_user.json`.\n\n## Google Sheets Integration\n\nSeveral scripts automatically export their output to Google Sheets in addition to local CSV files.\n\n### Setup\n1. Create a project in the [Google Cloud Console](https://console.cloud.google.com/).\n2. Enable the **Google Sheets API** and **Google Drive API**.\n3. Create **OAuth 2.0 Client ID** credentials (Desktop app).\n4. Download the JSON file and save it as `client_secret.json` in the project root (or set `GOOGLE_CLIENT_SECRET_FILE`).\n5. On the first run, a browser window will open for authentication. The resulting token is saved to `authorized_user.json`.\n\nIf these files are missing, the scripts will skip the Google Sheets export and only produce CSVs.\n\n## Script Overview\n\nThe project uses a shared `aws_utils.py` module to handle SSO login, date ranges, and account iteration.\n\n### Cost & Billing\n- `aws_bills.py`: Comparison of Amortized and Unblended costs over the last 3 months.\n- `aws_cost.py`: Detailed EC2 cost report including compute savings.\n- `bwsuage.py`: Monthly bandwidth usage report with overage alerts (>100GB).\n- `storage-usage.py`: Monthly storage report (S3, EBS, RDS, EFS).\n- `generate-billing-sheets.py`: Generates detailed Google Sheets reports (requires Google API credentials).\n- `summarize-ecsv.py`: Parses exported AWS billing CSV files for local analysis.\n\n### Resource Inventory\n- `aws-vpc.py`: Lists VPCs and CIDR blocks across all accounts/regions.\n- `aws-ips.py`: Lists public IPs, EIPs, and internet-facing Load Balancer DNS names.\n- `list_rds_instances.py`: Lists all RDS instances and clusters.\n- `cloudfront.py`: Lists CloudFront distributions and their status.\n- `aws-asg-lt-ami.py`: Audits Auto Scaling Groups, Launch Templates, and associated AMIs.\n- `aws-ec2-ami.py`: Inventories running EC2 instances and their AMI IDs.\n\n### Pricing\n- `ec2_price.py`: Fetches current on-demand pricing for T3 instance families in London.\n- `rds_price.py`: Fetches current on-demand pricing for RDS MySQL/PostgreSQL in London.\n\n## Usage\n\nMost scripts run autonomously once your `.env` is configured:\n```bash\npython <script_name>.py\n```\nIf your AWS SSO session has expired, the scripts will automatically attempt to trigger `aws sso login` using your defined parent profile.\n\n## Contributing\n\nWhen adding new scripts, leverage `aws_utils.py` for:\n- `setup_org_accounts_session()`: Iterates through accounts in your OUs.\n- `ensure_sso_login()`: Handles session validation.\n- `get_previous_month_range()`: Standardizes billing periods.\n",
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                  "output": "\nIMPORTANT: The file content has been truncated.\nStatus: Showing lines 1-20 of 93 total lines.\nAction: To read more of the file, you can use the 'offset' and 'limit' parameters in a subsequent 'read_file' call. For example, to read the next section of the file, use offset: 20.\n\n--- FILE CONTENT (truncated) ---\n# AWS Organization Audit Scripts\n\nA collection of Python scripts designed to audit and report on resources, costs, and configurations across multiple AWS accounts within an Organization.\n\n## Prerequisites\n\n- **Python 3.8+**\n- **AWS CLI** configured with SSO profiles.\n- **Virtualenv** (highly recommended)\n\n## Setup\n\n1. **Clone the repository:**\n   ```bash\n   git clone https://github.com/dxw/aws-utils\n   cd aws-utils\n   ```\n\n2. **Create and activate a virtual environment:**\n   ```bash"
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          "renderOutputAsMarkdown": true
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          "name": "run_shell_command",
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                  "output": "Output: On branch main\nYour branch is ahead of 'origin/main' by 1 commit.\n  (use \"git push\" to publish your local commits)\n\nChanges not staged for commit:\n  (use \"git add <file>...\" to update what will be committed)\n  (use \"git restore <file>...\" to discard changes in working directory)\n        modified:   README.md\n\nno changes added to commit (use \"git add\" and/or \"git commit -a\")\ndiff --git a/README.md b/README.md\nindex 40c30c7..ac7bb4a 100644\n--- a/README.md\n+++ b/README.md\n@@ -12,8 +12,8 @@ A collection of Python scripts designed to audit and report on resources, costs,\n \n 1. **Clone the repository:**\n    ```bash\n-   git clone <repository-url>\n-   cd aws-stuff\n+   git clone https://github.com/dxw/aws-utils\n+   cd aws-utils\n    ```\n \n 2. **Create and activate a virtual environment:**\nProcess Group PGID: 26342"
                }
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          "resultDisplay": "On branch main\nYour branch is ahead of 'origin/main' by 1 commit.\n  (use \"git push\" to publish your local commits)\n\nChanges not staged for commit:\n  (use \"git add <file>...\" to update what will be committed)\n  (use \"git restore <file>...\" to discard changes in working directory)\n        modified:   README.md\n\nno changes added to commit (use \"git add\" and/or \"git commit -a\")\ndiff --git a/README.md b/README.md\nindex 40c30c7..ac7bb4a 100644\n--- a/README.md\n+++ b/README.md\n@@ -12,8 +12,8 @@ A collection of Python scripts designed to audit and report on resources, costs,\n \n 1. **Clone the repository:**\n    ```bash\n-   git clone <repository-url>\n-   cd aws-stuff\n+   git clone https://github.com/dxw/aws-utils\n+   cd aws-utils\n    ```\n \n 2. **Create and activate a virtual environment:**",
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      "content": "The documentation has been updated to reflect the new repository name `aws-utils` and its location in the `dxw` organization.\n\n```bash\ndocs: update repository URL and name to dxw/aws-utils\n```",
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  "summary": "Update repo name and docs to dxw/aws-utils"
}