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Insights on AI agents, infrastructure, engineering, and product updates from the Office Claws team.
GuidesOffice Claws OpenClaw: A Practical Operator Layer
How Office Claws fits OpenClaw-style workflows as a desktop and VPS control layer for Codex-backed runners, safer logs, branches, and review gates.
All Articles
GuidesOpenClaw Glossary: The Terms Teams Need Before They Run Agents
A practical OpenClaw glossary for teams standardizing agent work, runner isolation, review gates, Codex-backed execution, and Office Claws operations.
ComparisonsHermes Agent vs Codex: Memory System or Coding Runtime?
A practical Hermes Agent vs Codex comparison for OpenClaw users choosing between persistent autonomous memory and scoped coding runners.
GuidesOpenClaw Roadmap Watch: What to Track Before You Rebuild Your Agent Stack
A practical OpenClaw roadmap watchlist for teams deciding what to adopt now, what to isolate, and when to move coding work to Codex-backed runners.
GuidesOpenClaw for Software Teams: A Practical Operating Model
A practical OpenClaw operating model for software teams that need isolated runners, GitHub review gates, visible costs, and Codex-backed execution through Office Claws.
GuidesOpenClaw Developer Tools: A Practical Stack for Safer Agent Work
Build an OpenClaw developer tools stack with isolated runners, GitHub review gates, monitoring, and Office Claws-managed Codex execution.
GuidesOffice Claws for OpenClaw Users: A Practical Control Layer
How OpenClaw users can use Office Claws as a local-first desktop and VPS control layer for safer Codex-backed agent work.
GuidesOpenClaw Subscription Model: Plan Costs Before Agents Run All Week
A practical guide to the OpenClaw subscription model: where flat plans help, where API/VPS economics take over, and how Office Claws keeps agent work reviewable.
ProductOpenClaw Local Desktop App: A Safer Control Plane for Agent Work
How to evaluate an OpenClaw local desktop app for local keys, VPS runners, branch isolation, logs, approvals, and Office Claws-managed Codex workflows.
GuidesOpenClaw and Autonomous Coding: The Operating Model That Keeps Agents Useful
How to make OpenClaw and autonomous coding practical with scoped tasks, isolated runners, review gates, and Office Claws-managed Codex-backed execution.
GuidesOpenClaw Alternatives 2026: Compare Agents, Runners, and Review Gates
Compare OpenClaw alternatives in 2026 by runtime location, memory, scheduling, security, cost, and when Office Claws fits OpenClaw-style teams.
GuidesOpenClaw Manager: The Control Plane Checklist for Developer Agents
A practical OpenClaw manager checklist for visible tasks, isolated runners, scoped secrets, review gates, cost controls, and Codex-backed Office Claws workflows.
GuidesOpenClaw vs AI Coding Agents: Which Operating Model Fits Your Team?
A practical OpenClaw vs AI coding agents comparison for teams choosing local control, VPS runners, review gates, and Office Claws-managed execution.
ArchitectureOpenClaw Agent Architecture: A Practical Blueprint for Safe Autonomous Work
A practical OpenClaw agent architecture for queues, isolated runners, scoped secrets, review gates, and Office Claws-managed Codex-backed workflows.
GuidesOpenClaw Team Management: Keep Agents Useful Without Losing Control
A practical OpenClaw team management guide for owners, queues, runner limits, review gates, and Office Claws-managed Codex execution.
GuidesOpenClaw for Indie Hackers: One Builder, Many Safe Agents
A practical OpenClaw workflow for indie hackers: scoped tasks, cheap VPS runners, review gates, cost caps, and Codex-backed execution through Office Claws.
GuidesOpenClaw Pricing Alternative: API, VPS, and Office Claws Cost Control
A practical OpenClaw pricing alternative guide for teams comparing hosted subscriptions, Codex API spend, VPS runners, and Office Claws review gates.
GuidesOpenClaw for Startups: Ship More Without Losing Control
A practical OpenClaw startup workflow for small teams that need isolated agents, visible costs, GitHub gates, and Codex-backed execution through Office Claws.
GuidesOpenClaw Use Cases: Seven Practical Ways to Run Safer Coding Agents
Seven practical OpenClaw use cases for safer autonomous coding, with Office Claws patterns for branches, VPS runners, review gates, and Codex-backed execution.
GuidesOpenClaw Alternative: When to Use Office Claws for Coding Agents
Looking for an OpenClaw alternative? Here is the practical split between OpenClaw, Codex, and Office Claws for local desktop and VPS-based coding agents.
GuidesOpenClaw Cloud vs Local: Where Should Coding Agents Run?
A practical OpenClaw cloud vs local guide for choosing desktop control, VPS runners, review gates, and Office Claws-managed scale-out without hiding risk.
GuidesOpenClaw Workflow Examples: Five Safe Patterns for Autonomous Coding
Five practical OpenClaw workflow examples for safe autonomous coding, from small bug fixes to release prep, with Office Claws runner and review patterns.
GuidesOpenClaw Local First: Keep Coding Agents Close Before They Scale Out
A practical OpenClaw local-first operating model for safer keys, clearer logs, review gates, and Office Claws-managed VPS scale-out when local work is not enough.
GuidesOpenClaw VPS Manager: How to Run Remote Agents Without Losing Control
A practical OpenClaw VPS manager guide for isolated remote runners, local approvals, scoped credentials, logs, rollback, and Office Claws-managed Codex workflows.
GuidesOpenClaw Explained: A Practical Guide to Local and Remote Coding Agents
OpenClaw explained for developers: what it is, how local and remote agents fit together, and where Office Claws helps operate Codex-backed workflows safely.
GuidesThe Future of OpenClaw Agents: Smaller Tasks, Safer Runners, Better Gates
A practical look at the future of OpenClaw agents: smaller tasks, isolated runners, observable queues, safer secrets, and Office Claws-managed Codex execution.
GuidesOpenClaw vs Hermes Agent: Migration, Memory, and Runner Control
An OpenClaw vs Hermes Agent guide for teams comparing migration paths, memory, skills, messaging, security, and Office Claws runner operations.
GuidesOpenClaw Multi Agent Workflow: One Task, One Runner, One Review
A practical OpenClaw multi agent workflow for isolated runners, branch ownership, review gates, and Office Claws-managed Codex execution.
ComparisonsHermes Agent vs OpenClaw: Memory Agent or Safer Coding Workflow?
A practical Hermes Agent vs OpenClaw comparison covering memory, skills, cron, messaging, security, migration, and where Office Claws fits for Codex-backed runner operations.
GuidesHermes Agent Alternative: When to Use Hermes, OpenClaw, or Office Claws
A practical Hermes Agent alternative guide for OpenClaw teams comparing Hermes, OpenClaw-style workflows, and Office Claws for Codex-backed runner operations.
SecurityHermes Agent Security: Re-Audit Memory, Skills, Gateways, and Runners
A practical Hermes Agent security checklist for OpenClaw teams evaluating memory, skills, messaging gateways, cron, subagents, secrets, and Office Claws runner controls.
GuidesHermes Agent OpenClaw Migration: Keep the Good Parts, Re-Audit the Risk
A practical Hermes Agent OpenClaw migration checklist for teams moving OpenClaw-style workflows into Hermes while preserving review gates, secrets hygiene, and Office Claws runner controls.
GuidesOpenClaw Best Practices 2026: A Practical Checklist for Safe Coding Agents
A 2026 OpenClaw best practices checklist for isolated runners, scoped secrets, review gates, monitoring, budgets, and Office Claws-managed Codex execution.
GuidesOpenClaw Remote Agents: A Practical Operating Model
A practical OpenClaw remote agents guide for VPS runners, local control, scoped credentials, monitoring, and Office Claws-managed Codex workflows.
GuidesOpenClaw API Cost: A Practical Model for Teams Running Coding Agents
Estimate OpenClaw API cost with a practical model for subscriptions, Codex-backed agents, VPS runners, budgets, and review gates.
GuidesOpenClaw Usage Tracking: Know What Every Agent Costs and Changes
A practical OpenClaw usage tracking guide for teams measuring agent spend, runner time, token budgets, branches, and review outcomes in Office Claws workflows.
GuidesOpenClaw Codex Migration: A Practical Checklist for Safer Agent Work
A practical OpenClaw Codex migration checklist for teams moving repo-shaped agent work to Codex-backed VPS runners while keeping OpenClaw where its ecosystem still matters.
GuidesOpenClaw Self Hosted: A Practical Setup Guide for Safer Agent Work
A practical OpenClaw self hosted guide for developers who want local keys, isolated VPS runners, predictable costs, and Codex-backed workflows managed from Office Claws.
GuidesOpenClaw Team Workflow: Safer Agent Work Across a Small Engineering Team
A practical OpenClaw team workflow for task intake, isolated runners, GitHub review gates, budgets, and Office Claws-managed Codex execution.
ArchitectureOpenClaw Remote Runner Architecture: Safe VPS Agents Without Shared Terminals
A practical OpenClaw remote runner architecture for VPS agents, isolated branches, local keys, streamed logs, and Office Claws-managed Codex workflows.
GuidesOpenClaw CI/CD Workflow: Safe Pipelines for Agent-Written Code
A practical OpenClaw CI/CD workflow for branches, pull requests, validation gates, preview builds, and Office Claws-managed Codex runners.
GuidesOpenClaw Agent Orchestration: Queues, Limits, and Recovery
A practical OpenClaw agent orchestration guide for queues, runner limits, monitoring, recovery, and Office Claws-managed Codex workflows.
GuidesOpenClaw Tmux Alternative: Durable Agent Workflows Without Hidden Panes
A practical OpenClaw tmux alternative for developers who need visible runners, branches, logs, review gates, and Office Claws-managed Codex execution.
GuidesOpenClaw Background Tasks: A Practical Runner Playbook
A practical OpenClaw background tasks guide for durable Codex-backed runners, checkpoints, logs, budgets, and safe recovery in Office Claws.
GuidesOpenClaw Token Optimization: Spend Less Without Blinding Agents
A practical OpenClaw token optimization guide for teams running Codex-backed agents with budgets, smaller context windows, and review gates.
GuidesOpenClaw Long-Running Tasks: Checkpoints, Budgets, and Safe Handoff
A practical OpenClaw long-running tasks guide for checkpoints, runner budgets, logs, CI handoff, and Office Claws-managed Codex execution.
GuidesOpenClaw Parallel Agents: Run More Work Without Shared-Checkout Chaos
A practical OpenClaw parallel agents guide covering runner isolation, branch ownership, budgets, review gates, and Office Claws-managed Codex workflows.
GuidesOpenClaw Remote SSH Workflow: Safe Agents on Disposable VPS Runners
A practical OpenClaw remote SSH workflow for isolated VPS runners, scoped credentials, log review, and Office Claws-managed Codex execution.
SecurityOpenClaw Sandbox: Isolate Agents Before They Touch Your Code
A practical OpenClaw sandbox guide for per-task worktrees, scoped tokens, VPS isolation, network limits, and Office Claws-managed Codex workflows.
SecurityOpenClaw Secrets Management: Keep Keys Local While Agents Work Remotely
A practical OpenClaw secrets management guide for local key storage, scoped tokens, VPS runners, rotation, and Office Claws-managed Codex workflows.
GuidesOpenClaw Monitoring: Logs, Health Checks, and Stuck-Agent Recovery
A practical OpenClaw monitoring guide for logs, runner health, stuck-agent detection, alerts, and Office Claws-managed Codex workflows.
GuidesOpenClaw Deployment Guide: VPS Runners, Secrets, and Rollback
A practical OpenClaw deployment guide for VPS runners, scoped secrets, CI gates, monitoring, and Office Claws-managed Codex execution.
GuidesOpenClaw GitHub Workflow: Branches, PRs, and Safe Agent Handoffs
A practical OpenClaw GitHub workflow for isolated branches, reviewable pull requests, CI gates, and Office Claws-managed Codex runners.
GuidesHow to Scale Codex CLI Without Turning Your VPS Into a Snow Globe
A practical scaling playbook for Codex CLI: isolate runners, cap concurrency, watch logs, and use Office Claws when one terminal stops being enough.
GuidesOpenClaw Ecosystem 2026: What Developers Should Watch
A practical look at the OpenClaw ecosystem in 2026, where it is strong, where it gets risky, and when Codex runners are the better execution layer.
GuidesOpenClaw for Developers: Where It Fits in a Coding Workflow
A practical developer guide to using OpenClaw for exploration, then moving repo-centered coding work to persistent Codex runners with Office Claws.
GuidesWhat Is OpenClaw? The Practical 2026 Guide for Developers
A plain-English guide to what OpenClaw is, where it fits, and when Codex on a VPS is the cleaner path for coding agents.
GuidesOpenClaw Without Anthropic Subscription: The Safe Fallback Plan
OpenClaw without Anthropic subscription access needs a sober fallback: when to keep OpenClaw on API billing, when to move coding agents to Codex, and how to avoid surprise spend.
GuidesOpenClaw Desktop Manager: What Developers Actually Need Around an Agent
A practical guide to the desktop layer OpenClaw users need: visible runners, isolated VPS workspaces, predictable Codex economics, and honest migration boundaries.
SecurityOpenClaw Trojan Mitigation: A Practical Checklist for Agent Runners
A practical OpenClaw trojan mitigation checklist for developers: isolate runners, protect keys, pin extensions, cap spend, and move coding agents to safer VPS boundaries.
GuidesHow to Run OpenClaw Locally Without Painting Yourself Into a Corner
A practical local-first OpenClaw workflow for developers, with the handoff point where Codex on a VPS becomes the safer long-running setup.
CostOpenClaw Cost Comparison: Subscription, API, and VPS Math for 2026
A practical OpenClaw cost comparison across Anthropic-style subscriptions, metered APIs, and Codex on a small VPS — with the break-even points that matter for agent work.
GuidesParallel Codex Workflows: How to Split One Feature Across Multiple Agents
A practical guide to running parallel Codex workflows without creating merge chaos: split by seams, isolate branches, assign reviewers, and keep one human in control.
GuidesCodex CLI Background Tasks: A Practical Pattern for Long Agent Runs
How to run Codex CLI background tasks on a VPS without losing logs, context, or control when work takes longer than your laptop session.
GuidesCodex SSH Remote Workflow: A Practical Setup for VPS Agents
How we run Codex over SSH on a VPS without losing context, keys, or the simple desktop workflow that makes agents usable.
GuidesOpenClaw vs Claude Code vs Codex: The 3-Way Comparison That Actually Matters
OpenClaw, Claude Code, and Codex get lumped together as "AI coding agents," but they answer three different questions. Here is the honest 3-way comparison — shape, bill, trust zone, and where each one earns the spot on your machine.
GuidesOpenClaw on a VPS: Self-Hosting the Coding Agent OpenClaw Users Are Switching To
A practical setup guide for OpenClaw users moving their agent off Anthropic's API and onto a self-hosted Codex CLI on Contabo, driven by a ChatGPT subscription. Three minutes from click to "agent online."
GuidesOpenClaw vs Codex: A Clear-Eyed Comparison for Coding Agents in 2026
OpenClaw and Codex both call themselves coding agents, but they are not the same product. Here is the honest head-to-head — design, cost, ecosystem, and the workloads each one actually wins.
SecurityOpenClaw Security Best Practices: Lessons from the 28K Trojan Incident
A 28,000-system trojan used OpenClaw to exfiltrate keys and codebases. Here is the honest threat model, the controls that actually mattered, and how a local-first manager keeps the next one boring.
GuidesOpenClaw Subscription Blocked? The Codex Migration Path That Keeps Your Agents Running
Anthropic just cut OpenClaw off from subscription-tier Claude. API billing is the only Claude path left — and for most developers it is a lot more expensive than it looks. Here is the honest migration guide.
GuidesMonitoring Codex Agents: The Four Signals That Actually Tell You Something
Traditional server monitoring misses what goes wrong with Codex agents. Here are the four signals worth watching — activity, output, cost, and stuck state — and how to tell progress from motion.
GuidesHow to Run Multiple Codex Agents at Once Without Tripping Over Yourself
A practical setup for running several Codex CLI agents in parallel — auth separation, workspace isolation, rate-limit hygiene, and the mistakes that cause agents to overwrite each other.
GuidesLong-Running Codex Tasks: Keeping an Agent Working While You Sleep
How to run Codex jobs that take hours without babysitting a laptop — what actually breaks, what keeps running, and how a VPS changes the math.
GuidesCodex Subscription vs API: Which Bill Actually Costs Less
Flat-fee Codex via ChatGPT Plus or pay-per-token via the OpenAI API — which one is cheaper for a developer running coding agents day to day? The math, the break-even, and the catch.
GuidesCutting Your AI Agent Bill: A Practical Cost Guide
Where the money actually goes when you run AI agents, and the handful of levers that move the bill without hurting the output.
GuidesMulti-Agent Workflows: Running Specialized AI Teams in Your Pixel Office
How to assign roles to multiple Office Claws agents so they cover research, coding, review, and writing as a coordinated team.
GuidesHow to Manage AI Agents on a VPS Without Creating an Ops Mess
A practical guide to running AI agents on VPS infrastructure with better provisioning, observability, security, and multi-agent control.
TutorialsHow to Set Up Office Claws: A Complete Step-by-Step Guide
Learn how to set up Office Claws and deploy a secure AI agent in under 5 minutes. This guide covers installation, plan selection, key configuration, agent provisioning, and every security layer Office Claws automates — from firewalls to SSH hardening.
ProductIntroducing Office Claws — Your AI Agent Desktop Manager
Meet Office Claws, the desktop app that turns AI agent management into a visual, intuitive experience with a pixel-art office.
GuidesSelf-Hosted vs Managed: Which Office Claws Plan Is Right for You?
A detailed comparison of Office Claws's two pricing plans to help you choose the best option for your AI agent workflow.
EngineeringHow We Reduced Agent Provisioning to Under 3 Minutes
A deep dive into our snapshot-based provisioning system that gets your AI agent running on a VPS in under 3 minutes.
SecurityAI Agent Security: How Office Claws Keeps Your Keys Safe
Learn how Office Claws protects your API keys and data with local-first security, encrypted networking, and isolated infrastructure.
EngineeringBehind the Scenes: Building a Pixel-Art Office in PixiJS
How we used PixiJS to create an animated pixel-art office where AI agents work, walk, and take breaks.
TutorialsGetting Started with AI Agents: A Beginner's Guide
Everything you need to know about AI agents — what they are, how they work, and how to set up your first one with Office Claws.