The Times of Claw

Build a Personal CRM in a Weekend with DenchClaw

Build a personal CRM in a weekend using DenchClaw. Track contacts, relationships, notes, and follow-ups — all local, private, and free.

DenchClaw + Cursor: AI CRM Meets AI Code Editor

How to Do AI-Assisted Code Review

A practical guide to AI-assisted code review: what AI catches, what humans must still review, and how to integrate AI review into your PR workflow.

DuckDB vs BigQuery: When Local Wins

DuckDB is faster and cheaper than BigQuery for most workloads that fit on one machine. Here's an honest comparison with real cost calculations.

DuckDB Bulk Import: Loading Large Datasets Fast

DuckDB bulk import from CSV, Parquet, JSON, Excel, and databases. Here are the fastest patterns for loading large datasets without bogging down your analysis.

DenchClaw API Reference: Build Custom Integrations

DenchClaw REST API reference: authentication, entries CRUD, objects, fields, webhooks, documents, the Bridge API for Dench Apps, and curl examples for every endpoint.

DuckDB for Marketing Analytics

Run marketing attribution, campaign performance, CAC, and channel ROI analysis with DuckDB. No GA4 export needed — query your raw data directly.

DuckDB in Docker: Containerized Local Analytics

Run DuckDB in Docker for portable, reproducible analytics. Here's how to containerize DuckDB with a REST API, mount persistent volumes, and deploy to production.

DenchClaw + Notion: Bidirectional Sync Guide

Sync Notion databases with DenchClaw using the browser agent — import properties, map to DuckDB fields, keep data in sync, and know when to use each tool.

DenchClaw List View: Quick Scanning for Power Users

How DenchClaw's compact list view helps power users scan and act on hundreds of records quickly without visual clutter.

Deploying OpenClaw on a VPS: DigitalOcean, Hetzner, AWS

Deploy OpenClaw on a VPS with DigitalOcean, Hetzner, or AWS. Full guide covering server setup, Nginx reverse proxy, TLS, systemd, and remote access for DenchClaw.

DuckDB with Apache Arrow: Zero-Copy Data Processing

DuckDB and Apache Arrow integrate natively for zero-copy data exchange. Here's how to use them together for high-performance data pipelines.

gstack CEO Review: Think Like a Founder Before You Ship

The gstack CEO Review phase applies founder-level thinking to every feature. Expansion vs. reduction mode, 10-star product thinking explained.

Import Your Entire HubSpot in 45 Minutes

Import your entire HubSpot CRM into DenchClaw in 45 minutes. Migrate contacts, companies, deals, and notes — no API key needed, browser-based.

OpenClaw with Llama: Running Open Source LLMs Locally

OpenClaw + Meta's Llama models: run Llama 3.2 locally with your DenchClaw CRM for a fully open-source, private AI stack. Complete setup guide.

DenchClaw Keyboard Shortcuts: Work Faster

Complete guide to DenchClaw keyboard shortcuts — navigate, create, filter, and act without touching the mouse.

DuckDB for Time-Series Analysis

DuckDB handles time-series data natively with powerful date functions, window queries, and fast columnar storage. Here's how to use it for business analytics.

DenchClaw Context API: App-Workspace Integration

How DenchClaw's Context API lets custom apps access workspace metadata, current user context, and active CRM object information.

DenchClaw Cron Scheduling: Automate Recurring Tasks

How to use DenchClaw's cron scheduling to automate recurring CRM tasks — lead enrichment, follow-up reminders, data cleanup, and more.

Build a Document Generator App

Build a document generator app in DenchClaw that creates contracts, NDAs, SOWs, and onboarding docs from CRM data with template variables and AI customization.

AI-Powered PR Workflow: From Branch to Merge

The complete AI-powered PR workflow: AI code review, automated testing, documentation updates, and one-click merge with gstack and DenchClaw.

Build a Customer Success CRM with DenchClaw

Build a customer success CRM with DenchClaw. Track health scores, renewals, NPS, and at-risk accounts with AI-powered insights — all running locally.

Build a Partner Management CRM with DenchClaw

Build a partner management CRM with DenchClaw. Track technology partners, resellers, and integration partners with AI-assisted relationship management.

Build a Revenue Calculator App in DenchClaw

Build a revenue calculator app in DenchClaw that models ARR growth, churn, expansion, and monthly targets using your real CRM data and configurable assumptions.

CEO Review for Your Code: Thinking Like a Founder When Building

CEO Review in gstack brings founder-level judgment to technical decisions — shipping velocity, user impact, strategic fit. Here's why every engineer needs it.

DuckDB for Business Intelligence Without a Data Warehouse

DuckDB replaces a full data warehouse for most BI workloads. Here's how to build dashboards, reports, and analytics without Snowflake or BigQuery.

DuckDB vs Snowflake: A Practical Comparison

DuckDB vs Snowflake: when you need a $0 local database vs a $2,000+/month cloud warehouse. A practical guide with real trade-offs and decision criteria.

Is Local-First Software Production-Ready in 2026?

Is local-first software production-ready for business use in 2026? An honest technical and practical assessment of local-first architecture maturity.

DuckDB REST API: Expose Your Local Database

Build a REST API on top of DuckDB with Node.js, Python, or Go. Query your local DuckDB database over HTTP from any client or dashboard tool.

DenchClaw Widget Mode: At-a-Glance Metrics

How DenchClaw's widget mode turns your custom apps into compact dashboard cards showing live CRM metrics at a glance.

OpenClaw Subagents: Parallel AI for Complex Tasks

OpenClaw subagents explained: how isolated parallel AI sessions work, when to use them, and why spawning agents is the right model for complex tasks.

OpenClaw + Google Calendar: AI That Manages Your Schedule

OpenClaw Google Calendar integration: create events, find meeting times, manage your schedule, and automate calendar workflows with an AI agent.

AI Pair Programming: Beyond Autocomplete

AI pair programming is more than code completion. A founder's take on what real AI-assisted development looks like and how to use it effectively.

DenchClaw Inter-App Messaging: Connect Your Custom Apps

How DenchClaw's inter-app messaging lets your custom Dench Apps communicate with each other in real time via the events system.

Is Self-Hosting a CRM a Good Idea in 2026?

Is self-hosting a CRM worth it in 2026? A practical assessment of the real costs, benefits, and tradeoffs of self-hosted CRM vs SaaS for small businesses.

DenchClaw + Apollo.io: Lead Enrichment Without the API Fees

Apollo.io lead enrichment using DenchClaw's browser agent — no API fees, no credits. Pull emails, phones, company data into DuckDB with your existing login.

Zero to CRM for Developers: Build Your Own in an Afternoon

Developers don't need to use off-the-shelf CRMs. With DenchClaw, you can build a fully custom CRM tailored to your workflow in a single afternoon.

Automating Web Forms with DenchClaw's Browser Agent

Automating web forms with DenchClaw's browser agent saves hours of repetitive data entry. Here's how to fill any web form automatically using your CRM data.

OpenClaw with MCP Tools: Extending Your AI Agent

OpenClaw MCP tools let you connect any MCP-compatible server to your AI agent, extending its capabilities beyond built-in skills. Here's how it works.

DenchClaw CLI: Everything You Can Do from the Terminal

DuckDB Full-Text Search: Find Anything in Your Data

DuckDB full-text search lets you find text across millions of rows instantly. Here's how to set it up and use it in your local analytics stack.

AI QA: Testing Your App with Artificial Intelligence

AI QA testing with gstack's Test phase: use the QA Lead and Performance Engineer roles to find bugs before users do. Step-by-step guide.

DuckDB Window Functions: A Practical Guide

DuckDB window functions let you compute running totals, rankings, and moving averages without subqueries. Here's a practical guide with real SQL examples.

Build a Custom Analytics App in DenchClaw

Build a custom analytics app in DenchClaw using the App Builder and DuckDB. Create live dashboards with Chart.js, D3, or plain JS on your own CRM data.

Setting Up OpenClaw for a Team: A Complete Guide

OpenClaw for teams: step-by-step setup guide covering shared workspaces, skill distribution, permissions, and multi-user workflows for engineering teams.

Build a 3D Data Visualization with Three.js and DenchClaw

Build a 3D data visualization app in DenchClaw using Three.js to render your CRM pipeline, deal network graph, or contact relationships in three dimensions.

Build an Analytics Widget for DenchClaw

Build a compact analytics widget app for DenchClaw that shows key CRM metrics on your dashboard with real-time DuckDB queries and auto-refresh.

DenchClaw File Tree: Browse Your Workspace Like a Pro

How DenchClaw's file tree lets you navigate your workspace, find documents, explore app files, and manage your local data structure.

OpenClaw Performance Optimization Tips

OpenClaw performance optimization techniques to make your AI agent faster: DuckDB query tuning, skill loading, session management, and caching strategies.

gstack Safety: Using Careful, Freeze, and Guard

gstack's safety tools — careful, freeze, and guard — prevent destructive actions in AI-assisted development. How and when to use each one.

OpenClaw on Raspberry Pi: Always-On AI Agent

Run OpenClaw and DenchClaw on a Raspberry Pi 4/5 for an always-on, local AI agent that costs pennies per day to operate. Full setup and optimization guide.

OpenClaw + Jira: Never Miss a Task Again

OpenClaw Jira integration: manage tickets, track sprints, automate triage, and query your project data with AI — all from your local terminal.

gstack Safety Tools: Careful, Freeze, and Guard Explained

gstack's safety tools — careful, freeze, and guard — prevent AI coding mistakes that pass review but cause production disasters. Here's how each one works.

How to Import Airtable into DenchClaw

Import Airtable bases into DenchClaw in minutes. Step-by-step guide covering CSV export, schema mapping, and browser automation for a seamless migration.

How to Talk to Your CRM on Telegram with DenchClaw

Connect DenchClaw to Telegram in minutes. Message your AI CRM bot to query contacts, add notes, and update pipeline — all from your phone.

gstack Office Hours: The AI That Asks Hard Questions

The gstack Office Hours phase forces founders to justify every product decision. Here's how AI-facilitated YC-style critique makes products better.

Build a Lead Gen Machine with DenchClaw, Part 2: Enrich

Part 2 of 5: Enrich leads automatically with DenchClaw. Add company data, LinkedIn profiles, tech stack, funding, and intent signals to every lead.

Build a Customer Health Dashboard

Build a customer health score dashboard in DenchClaw that calculates health scores from CRM signals like engagement, support tickets, and payment history.

The Completeness Principle: Why AI Should Boil the Lake

The Completeness Principle says AI makes completeness cheap — so always implement fully. Boil the lake (one complete feature), never the ocean (full rewrites).

Build a Lead Gen Machine with DenchClaw, Part 5: Close

Part 5 of 5: Close deals from your lead gen machine with DenchClaw. Manage discovery, proposals, negotiations, and track revenue back to lead source.

Build a Lead Tracker App with the Dench App Builder

Build a custom lead tracking app in DenchClaw with filtering, status updates, and enrichment actions using the Dench App Builder and bridge API.

gstack vs Traditional Code Review: Is AI Enough?

Can AI replace human code review? An honest comparison of gstack AI review vs traditional PR review — strengths, gaps, and hybrid approaches.

DuckDB vs ClickHouse: Local vs Managed Analytics

DuckDB and ClickHouse are both columnar databases, but they serve different use cases. Here's a practical comparison to help you choose the right one.

DuckDB with dbt: Local Data Transformation

Use dbt with DuckDB for local data transformation pipelines. No cloud warehouse needed — model, test, and document your data transforms entirely locally.

DenchClaw + LinkedIn: AI-Powered Profile Enrichment

LinkedIn profile enrichment with DenchClaw's browser agent — uses your existing login to pull title, company, location, and more into your local DuckDB CRM.

What Runs on Port 19001? Your DenchClaw Workspace

Port 19001 is where the DenchClaw/OpenClaw gateway lives — the AI agent runtime that powers your local CRM. Here's what's actually running on that port.

Your CRM in a Folder: The DenchClaw File Structure

DenchClaw stores your entire CRM as files in a folder. Here's a complete breakdown of the file structure — what each file does and how it all fits together.

gstack for Indie Hackers: Ship Faster Alone

gstack turns solo developers into 10-person teams. How indie hackers use AI specialist roles to ship faster, review harder, and never skip QA.

gstack Investigate: Root Cause Debugging with AI

The gstack Investigate skill finds the root cause of any bug. How AI-driven investigation cuts debugging time and prevents recurring issues.

gstack QA: AI That Tests Your App Like a Human

gstack QA phase tests your app end-to-end like a senior QA lead. Finds bugs humans miss, fixes them atomically, and re-verifies before shipping.

gstack for Solo Founders: Your Virtual Engineering Team

Solo founders use gstack to get Staff Engineer review, QA, and release management without hiring. Your virtual team of AI specialists explained.

Deploying OpenClaw at Enterprise Scale

Deploying OpenClaw at enterprise scale requires VPS setup, team access controls, network config, and skill governance. Here's the complete guide.

Migrating from Airtable to DenchClaw

Migrating from Airtable to DenchClaw: step-by-step guide to export your bases, map field types, import into DuckDB, and recreate your views locally for free.

Publishing Your Dench App: A Complete Guide

Complete guide to publishing a Dench App — from local .dench.app folder to the DenchClaw sidebar, sharing with teammates, and publishing to the clawhub.ai marketplace.

How DenchClaw Copies Your Chrome Profile (And Why It's Brilliant)

DenchClaw copies your Chrome profile to give its browser agent instant access to every site you're logged into. Here's why this design decision changes everything.

DenchClaw + GitHub: Connect Dev Activity to Sales

Connect GitHub activity to your CRM with DenchClaw's GitHub skill — track open-source project usage by prospects, link PRs to deals, and build a DevRel view.

Build a Proposal Generator App in DenchClaw

Build a proposal generator app in DenchClaw that pulls deal and contact data from DuckDB and uses AI to draft client proposals you can export as PDF.

Build a Custom Kanban App in DenchClaw

Build a fully custom Kanban board app in DenchClaw using the App Builder — with drag-and-drop columns, custom fields, WIP limits, and DuckDB writeback.

Build a Sales Activity Feed App

Build a real-time sales activity feed app in DenchClaw that shows every CRM action — new leads, stage changes, deals closed, and tasks completed — as a live stream.

AI for Technical Debt: Identify and Prioritize Refactors

Use AI to audit, prioritize, and tackle technical debt systematically. How DenchClaw and gstack help engineering teams manage debt without stalling.

Is Open Source CRM Actually Supported?

Is open source CRM actually supported? A balanced look at what support looks like for open source CRMs, community vs. commercial support, and what to expect.

DenchClaw Filters: Advanced Filtering Guide

A complete guide to DenchClaw's filtering system — operators, field types, combining filters, and saving views for instant access.

OpenClaw + LM Studio: Running Local LLMs with Your CRM

OpenClaw integrates with LM Studio to run local LLMs directly in your CRM. Learn how to configure DenchClaw with LM Studio's local server in minutes.

gstack Design Review: Rate Your Design 0-10

gstack's Design Review phase rates every design dimension 0-10 and edits until you hit 10s. How AI-driven design critique improves product quality.

Build a CRM Dashboard with Chart.js and DenchClaw

Step-by-step guide to building a live CRM analytics dashboard using Chart.js and the DenchClaw App Builder with real DuckDB data.

DenchClaw HTTP Proxy: External API Calls Without CORS

How DenchClaw's built-in HTTP proxy lets your custom apps call external APIs without CORS errors — no backend required.

DenchClaw Clipboard API: Copy Data Between Apps

How DenchClaw's clipboard API lets custom apps read and write clipboard data for seamless data transfer between your tools.

DuckDB Query Optimization: Speed Up Your Queries

DuckDB query optimization techniques: EXPLAIN ANALYZE, column pruning, predicate pushdown, indexes, and partition strategies. Make your queries faster.

OpenClaw vs Playwright for Browser Automation

OpenClaw vs Playwright: which browser automation tool is right for your use case? A practical comparison of architecture, use cases, and tradeoffs.

gstack: The AI Development Workflow That Changes Everything

gstack is DenchClaw's structured AI development workflow — 7 phases, 18 specialist roles — that transforms how teams ship software with AI. Here's how it works.

Advanced OpenClaw Skill Writing: Patterns and Best Practices

Advanced OpenClaw skill writing guide: context injection, conditional logic, API rate limits, references/, scripts/ structure, and patterns for production-grade skills.

Advanced OpenClaw Skills: Build Complex Workflows

Advanced OpenClaw skills guide: build complex multi-step workflows, custom tool integrations, and automated agents using the DenchClaw skill system.

DuckDB for Real-Time Analytics: What's Possible

DuckDB isn't a streaming database, but it can power near-real-time analytics. Here's what's actually possible and how to architect it correctly.

Build a Deal Room with DenchClaw

Build a deal room in DenchClaw to centralize all deal context, notes, proposals, and communication in one place. Step-by-step guide with templates.

OpenClaw Session Management Explained

OpenClaw session management controls how AI agent conversations start, persist, and end. Learn about session types, subagents, and best practices for stateful workflows.

Is OpenClaw Secure? What You Need to Know

Is OpenClaw secure? A technical breakdown of OpenClaw's security model, what data it processes, where it goes, and how to harden a production deployment.

DuckDB for Product Analytics: Track Users Without Sending Data to the Cloud

DuckDB handles product analytics locally — funnels, retention, DAU/WAU/MAU, cohort analysis — without sending user data to Mixpanel, Amplitude, or the cloud.

Build 10x Faster with AI Agents: A Developer's Guide

A developer's guide to building 10x faster with AI agents: task delegation, parallel workflows, and the mindset shift that unlocks real leverage.

OpenClaw Webhook Handling: Receiving External Events

OpenClaw webhook handling lets your AI agent respond to external events from Stripe, GitHub, HubSpot, and other services. Here's how to set it up.

DenchClaw Subagents: Parallel AI for Complex CRM Tasks

How DenchClaw subagents let you run parallel AI tasks — enriching leads, building apps, researching — without blocking your main workflow.

DenchClaw Event System: Real-Time Updates Across Your Workspace

How DenchClaw's event system broadcasts real-time updates across all open apps and views when CRM data changes.

Running DuckDB in Production: What You Need to Know

Running DuckDB in production is different from Postgres or MySQL. Here's what you need to know about concurrency, backups, and architecture before you ship.

Is DuckDB Ready for Enterprise Use?

Is DuckDB ready for enterprise use in 2026? A technical assessment of DuckDB's maturity, limitations, and suitability for production enterprise workloads.

gstack Ship: The AI Release Engineer

gstack Ship automates the release process: sync main, run tests, audit coverage, push, and open a PR — all without manual intervention.

DuckDB for Sales Analytics: Pipeline Metrics Without a BI Tool

Run sales pipeline analytics with DuckDB: win rates, pipeline velocity, forecast accuracy, rep performance — all from SQL, no BI tool subscription needed.

DenchClaw + MCP: Connect to Any AI Tool

DuckDB vs DynamoDB: Analytical vs Key-Value

DuckDB and DynamoDB serve completely different use cases. Here's when to use each and how to combine them for the best of both worlds.

AI for Debugging: Find Bugs 10x Faster

Use AI to debug faster: root cause analysis, log parsing, stack trace interpretation, and systematic bug hunting with AI-assisted development tools.

OpenClaw with GPT-5: Setup and Best Practices

OpenClaw + GPT-5: configure DenchClaw to use OpenAI's GPT-5 model. Complete setup guide, best practices, and tips for getting the most from your AI CRM.

Using DenchClaw with Python Scripts

DenchClaw Python integration guide: connect to DuckDB directly, use the REST API with requests, build lead enrichment scripts, and schedule with cron. Full code examples.

DenchClaw + Google Sheets: Export and Sync Data

DenchClaw Google Sheets integration: export CRM data, build live dashboards, import from Sheets, and schedule syncs using DuckDB queries and the gog skill.

OpenClaw + Linear: AI-Driven Issue Management

OpenClaw Linear integration: create issues, manage cycles, triage backlogs, and automate engineering workflows with AI. Setup guide and real examples.

DenchClaw OpenAPI: Documentation for Developers

DenchClaw OpenAPI spec guide: find the spec, import into Postman/Insomnia, generate client SDKs, use with Cursor and Claude, and contribute to the spec.

Real-Time Updates in Dench Apps with the Events API

Learn how to use dench.events.on() in DenchClaw App Builder apps to receive real-time CRM updates, subscribe to entry events, and build live dashboards that auto-refresh.

DuckDB Data Types: Complete Reference Guide

DuckDB data types reference: integers, floats, decimals, strings, dates, timestamps, JSON, arrays, structs, and more. With examples and casting patterns.

DenchClaw Dark Mode and Theming

How DenchClaw's dark mode and theming options let you customize the appearance of your AI CRM for comfortable all-day use.

Is OpenClaw Ready for Business Use?

Is OpenClaw ready for business use in 2026? An honest assessment of OpenClaw's maturity, stability, and suitability as a production AI agent framework.

gstack Benchmark: Performance Testing Before Every PR

gstack Benchmark runs Core Web Vitals, bundle size checks, and load time analysis before every PR. Catch regressions before they hit production.

AI-Assisted Testing: A Practical Guide

AI-assisted testing in practice: generate test cases, find edge cases, and maintain test suites with AI. A hands-on guide for engineering teams.

DenchClaw Zero to CRM: Full Setup in Under an Hour

Get DenchClaw running as your full CRM in under an hour. Step-by-step setup guide covering install, objects, fields, and your first pipeline.

OpenClaw Rate Limiting: Staying Within API Budgets

OpenClaw rate limiting strategies to keep your AI agent within API quotas. Learn how to configure limits, handle 429s, and monitor token usage.

DenchClaw Power User Guide: Advanced Tips and Tricks

DenchClaw power user guide: advanced DuckDB queries, custom action fields, multi-object workflows, keyboard shortcuts, and expert tips for 2026.

DuckDB with Pandas: Replace Slow DataFrames

DuckDB is 10-20x faster than Pandas for analytical workloads. Here's how to use DuckDB alongside Pandas to speed up your data analysis without rewriting everything.

DuckDB for Data Scientists: Better Than Pandas?

DuckDB processes large datasets faster than Pandas with less memory. Here's an honest comparison and when to use each for data science workflows.

How to Ship Code with AI: The gstack Way

Shipping code with AI using gstack means a structured Ship phase — sync, test, push, PR, deploy, verify — that prevents common post-deploy failures.

AI CRM Open Source: The Complete Guide

AI CRM open source options explained — what they are, how they compare, and why DenchClaw's local-first approach is changing the category in 2026.

Your CRM as a .duckdb File: What That Actually Means

DenchClaw stores all your CRM data in a single .duckdb file. Here's what that means for ownership, portability, performance, and privacy — and why it's the right choice.

The dench OpenClaw Profile: What It Sets Up

When you run npx denchclaw, it creates an OpenClaw profile called 'dench'. Here's exactly what that profile configures and why each piece matters.

OpenClaw CRM: Complete Tutorial for 2026

Complete OpenClaw CRM tutorial for 2026. Learn how to set up DenchClaw on OpenClaw, configure objects, run AI queries, and build a production CRM.

The OpenClaw Browser Agent: How It Works and What It Can Do

OpenClaw Browser Agent automates your browser using your existing Chrome sessions. Learn how it works, what it can do, and how to use it in your CRM.

OpenClaw on Mac: Complete Setup Guide

Set up OpenClaw on Mac with this complete guide — install, configure the gateway, connect messaging channels, and start using your local AI agent in minutes.

OpenClaw Messaging Channels: Telegram, WhatsApp, Discord and More

OpenClaw messaging channels let you talk to your AI agent on Telegram, WhatsApp, Discord, Signal, iMessage and more. Here's how every channel works.

OpenClaw on Linux: Setup and Configuration

Install and configure OpenClaw on Linux — Ubuntu, Debian, Fedora, Arch, and more. Complete guide to running your local AI agent on Linux servers and desktops.

OpenClaw for Founders: The Complete Getting-Started Guide

OpenClaw is the AI agent framework powering DenchClaw. This guide explains what OpenClaw is, why founders should care, and how DenchClaw makes it accessible.

OpenClaw Skills Explained: What They Are and How to Write One

OpenClaw Skills are markdown-based plugins that teach your AI agent new capabilities. Learn what they are, how they work, and how to write your own.

OpenClaw Gateway Explained: The Control Plane for Your AI

OpenClaw Gateway is the routing and auth layer that connects AI agents to tools, skills, and data. Learn how it works and why it matters.

DenchClaw for Founders: Complete Workflow Tutorial

Complete DenchClaw tutorial for founders. Manage investors, customers, hires, and partnerships with AI — all from your local machine, free.

localhost:3100 — Inside the DenchClaw Interface

localhost:3100 is where DenchClaw lives on your machine. Here's a tour of every section of the interface — what it does, how to use it, and how to customize it.

How to Import Your HubSpot Data into DenchClaw

How to import HubSpot contacts, companies, and deals into DenchClaw step by step. No API key required — the browser agent handles the export automatically.

OpenClaw CRM: How to Set Up Your AI-Powered CRM in 30 Minutes

OpenClaw CRM setup guide: install DenchClaw with npx, connect your chat channels, import contacts, and start using your AI CRM in under 30 minutes.