How to Track and Alert on Overdue Tasks with OpenClaw in Paradime

Feb 26, 2026

Table of Contents

Paradime

Paradime is an all-in-one AI platform that replaces dbt Cloud™, designed to code, ship, fix, and scale data pipelines for analytics and AI. It is built for fast-moving analytics and data engineering teams.

Core Products

1. Code IDE (AI-Native IDE for Data)

  • AI-powered code IDE ("Cursor for Data") that eliminates rote work and cuts dbt™ and Python development time by 83%+

  • Includes DinoAI for integrated AI-assisted code writing

  • Supports viewing data samples and lineage directly in the UI

  • Uses full context of data, docs, and tickets

2. Bolt (Pipelines for Analytics and AI)

  • Production-grade dbt™ orchestration platform for scheduling, CI/CD, and monitoring

  • Transforms data with dbt™ and enriches with AI

  • Increases reliability and cuts MTTR by 70%

  • Schedule Types: Standard, Deferred, and Turbo CI schedules

  • Trigger Types:

  • Schedules as Code: Define schedules in paradime_schedules.yml (YAML config alongside dbt_project.yml) with cron expressions, SLA minutes, notification settings, deferred schedules, and more

  • Notifications: Supports Success, Failure, and SLA threshold alerts via Email, Slack, and Microsoft Teams with customizable notification templates

  • Trigger Integrations (Incident Management): Datadog, incident.io, PagerDuty, New Relic — automatically create incidents on failed runs

  • Debugging: Three log types (Summary/DinoAI-generated, Console, Debug) plus artifacts (manifest.json, catalog.json, run_results.json, sources.json)

  • Bolt System Alerts: Parse Errors, OOM Runs, Git Clone Failures, 24-hour Run Timeouts

3. Radar (FinOps to Cut Warehouse Costs)

  • Real-time alerts for cost spikes, long-running jobs, and data quality issues in Snowflake and BigQuery

  • Cost monitoring dashboards for Snowflake and BigQuery

  • dbt™ Monitoring with production data warehouse integration

  • Team Efficiency Tracking via GitHub integration

  • Real-time alerting to Slack, Microsoft Teams, and email

Developer Tools

Python SDK:

  • Install: pip install paradime-io

  • Modules: Audit Log, Bolt, Custom Integration, Compare Lineage, User Management, Workspace Management

  • Bolt module functions: list_schedules(), list_runs(), trigger_run(), cancel_run(), get_run_status(), get_latest_manifest_json(), get_latest_artifact_url()

GraphQL API:

  • Authentication via X-API-KEY and X-API-SECRET headers

  • Bolt API endpoints: Trigger runs (with custom commands, branches, PR numbers), list schedules, get schedule details, cancel runs, get run status, get command details

Webhooks:

  • Events: bolt.run.started, bolt.run.completed

  • JSON payloads with execution details, console logs, and generated resources

CLI Commands:

  • paradime schedule verify — validate YAML format

  • paradime schedule run — run schedules locally

  • paradime schedule run --dry-run — simulate schedules

Integrations

50+ integrations including: Airbyte, Airflow, BigQuery, Snowflake, Databricks, GitHub, GitLab, Bitbucket, Slack, MS Teams, Jira, Linear, Looker, Tableau, Datadog, PagerDuty, Monte Carlo, Elementary, Fivetran, Census, Hightouch, and many more across categories: Dev tools, Git repos, Storage, Dashboards, Collaboration, Schedulers, Data ingestion, Reverse ETL, Data discovery, Data observability, and Incidents management.

Security & Compliance

SOC 2 Type II, GDPR & CCPA compliant, weekly vulnerability testing, yearly penetration testing, public Trust Center, 99.9% uptime guarantee.

OpenClaw

OpenClaw is an open-source, self-hosted personal AI assistant/agent framework developed in TypeScript. It runs locally on your machine (Mac, Windows, Linux), connects to popular messaging platforms, and executes real-world tasks through AI models.

Architecture

  • Local-first Gateway: A long-running Node.js service that acts as a single control plane for sessions, channels, tools, and events (ws://127.0.0.1:18789)

  • Model-agnostic: Supports cloud AI models (bring your own API keys) or fully local models

  • Privacy-focused: All data stays on your machine; persistent memory stored as local Markdown documents

Core Tools (First-Class Agent Tools)

1. Browser

  • Control a dedicated OpenClaw-managed browser via Chrome DevTools Protocol (CDP)

  • Actions: status, start, stop, tabs, open, focus, close, snapshot (aria/ai), screenshot, act (click/type/press/hover/drag/select/fill/resize/wait/evaluate), navigate, console, pdf, upload, dialog

  • Profile management for multi-instance support

2. Canvas

  • Agent-driven visual workspace with A2UI (Agent-to-UI)

  • Actions: present, hide, navigate, eval, snapshot, a2ui_push, a2ui_reset

3. Nodes

  • Discover and target paired devices; send notifications; capture camera/screen

  • Actions: status, describe, notify, run, camera_list/snap/clip, screen_record, location_get, notifications_list/action, device_status/info/permissions/health

  • Companion apps for macOS menu bar, iOS, and Android

4. Cron

  • Built-in Gateway scheduler for managing cron jobs and wakeups

  • Actions: status, list, add, update, remove, run, runs, wake

Other Tools: apply_patch, exec, process, loop-detection, web_search, web_fetch, image, image_generate, pdf, message, gateway, sessions management (list/history/send/spawn/status), agents_list

Automation System

Cron Jobs:

  • Persists under ~/.openclaw/cron/ (survives restarts)

  • Three schedule types:

  • Execution styles: Main session (system event on next heartbeat) or Isolated (dedicated agent turn)

  • Delivery options: "announce" (isolated only), "webhook" (both), "none"

  • Retry with exponential backoff; one-shot jobs auto-delete after success

  • Configuration: max concurrent runs, retry policies, webhook delivery, session retention, run log limits

Heartbeat:

  • Periodic main-session check (default: 30 min interval)

  • Batches multiple checks (inbox, calendar, weather, notifications) into one turn

  • Context-aware with conversational continuity

  • Smart suppression (HEARTBEAT_OK = no message delivered)

Hooks:

  • Event-driven TypeScript scripts running inside the Gateway

  • Auto-discovered from workspace/managed/bundled directories

  • Event types: Command events, Session events, Agent events, Gateway events, Message events

  • Bundled hooks: session-memory, bootstrap-extra-files, command-logger, boot-md

Webhooks:

  • Two endpoints: /hooks/wake (simple notifications) and /hooks/agent (advanced triggers with routing and session control)

  • Accept POST requests with JSON payloads

Multi-Channel Support (22+ Channels)

WhatsApp, Telegram, Slack, Discord, Google Chat, Signal, iMessage, BlueBubbles, IRC, Microsoft Teams, Matrix, Feishu, LINE, Mattermost, Nextcloud Talk, Nostr, Synology Chat, Tlon, Twitch, Zalo, WebChat, and more.

Skills & Extensibility

  • ClawHub Skills Registry: 100+ preconfigured AgentSkills for expanding capabilities

  • Skills can execute shell commands, manage file systems, perform web automation

  • Agent can autonomously write code to create new skills

  • Third-party plugin ecosystem (e.g., Task System Plugin for PostgreSQL-based multi-agent task management with escalation engine, overdue alerts, and deadline tracking)

Task System Plugin (Third-Party)

  • PostgreSQL + Express + React plugin for multi-agent task management

  • 32 agent tools across 7 groups

  • Smart Task Dispatcher with priority preemption, aging, and working hours enforcement

  • Escalation Engine: 7 trigger types including deadline_approaching, deadline_missed, timeout

  • Configurable deadlineWarningMinutes, checkIntervalMinutes, stuckThresholdMinutes

  • Universal Webhooks with template engine and 8 match operators

  • Cron Task Templates

  • Real-time Dashboard (10-page React UI with SSE)

Installation & Usage

  • Runtime: Node.js ≥22

  • Install: npm install -g openclaw@latest or pnpm add -g openclaw@latest

  • Onboard: openclaw onboard --install-daemon

  • Start Gateway: openclaw gateway --port 18789 --verbose

  • Configuration: ~/.openclaw/openclaw.json

  • Channels: stable, beta, dev

Pricing

Free and open-source (MIT license). Costs are associated with AI model API usage only.

Interested to Learn More?
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Stop Managing Pipelines. Start Shipping Them.

Join the teams that replaced manual dbt™ workflows with agentic AI. Free to start, no credit card required.

Stop Managing Pipelines. Start Shipping Them.

Join the teams that replaced manual dbt™ workflows with agentic AI. Free to start, no credit card required.

Copyright © 2026 Paradime Labs, Inc. Made with ❤️ in San Francisco ・ London

*dbt® and dbt Core® are federally registered trademarks of dbt Labs, Inc. in the United States and various jurisdictions around the world. Paradime is not a partner of dbt Labs. All rights therein are reserved to dbt Labs. Paradime is not a product or service of or endorsed by dbt Labs, Inc.

Copyright © 2026 Paradime Labs, Inc. Made with ❤️ in San Francisco ・ London

*dbt® and dbt Core® are federally registered trademarks of dbt Labs, Inc. in the United States and various jurisdictions around the world. Paradime is not a partner of dbt Labs. All rights therein are reserved to dbt Labs. Paradime is not a product or service of or endorsed by dbt Labs, Inc.

Copyright © 2026 Paradime Labs, Inc. Made with ❤️ in San Francisco ・ London

*dbt® and dbt Core® are federally registered trademarks of dbt Labs, Inc. in the United States and various jurisdictions around the world. Paradime is not a partner of dbt Labs. All rights therein are reserved to dbt Labs. Paradime is not a product or service of or endorsed by dbt Labs, Inc.