# openclaw

Indie hacker Elvis Sun uses an OpenClaw agent, Zoe, to orchestrate Codex and Claude Code agents: 50 commits per day, seven PRs in 30 minutes, three layers of AI review, and proactive Sentry bug fixes. Cost: $190/month.

A Sully.ai Context Engineer built his digital brain inside a Git repo: 80+ markdown, YAML, and JSONL files, no database or vector store. Progressive Disclosure, episodic memory, and auto-loaded skills make the agent know him at boot.

Indie hacker Ramya's OpenClaw agent kept losing its memory. She spent 5 days debugging — from compaction amnesia, garbage search results, retrieval not triggering, long session context loss, to a system prompt that bloated by 28%. Here are her 10 hard-won lessons.

Upgrading OpenClaw keeps breaking your agent fleet? This developer's solution: spin up a separate Gateway as a 'family doctor' that does nothing but fix the main Gateway's agents. Been running it through multiple upgrades — rock solid.

XinGPT says his AI Agent system cut daily routine work from 6 hours to 2, raised output by 300%, and costs $500/month in API fees plus 1 hour of daily review.

Peter Steinberger shares a high-scale PR triage workflow: run 50 Codex agents in parallel, emit structured JSON for every PR, then consolidate in one large-context session. Clean reports can beat premature vector database architecture.

Mike Chong explains why senior engineers underestimate good products: once you understand implementation, you cannot unsee it. OpenClaw heartbeat, Claude in PowerPoint, and Klarna support all point to one lesson: implementation is method; feeling is product.

Karpathy's Claw-era security reality check frames Claws as the next layer above agents, but warns exposed instances, RCE, supply-chain poisoning, and malicious skills can turn productivity into liability. His direction: small core, containers, auditable skills.

Why you need a Health Suite and how to detect problems early. From a 36-hour restart storm to healthcheck + watchdog as your first line of defense.

Lv-09 continues from Lv-08, focusing on the Recover Layer. We break down rollback safety design, upgrade SOP decision trees, a `|| true` showstopper caught in code review, and actionable drill KPIs.

Understanding OpenClaw architecture from scratch. Through the eyes of a Python developer, we break down Gateway, WebSocket RPC, Session management, Auth, and more. Quiz at every floor!

Breaking down how OpenClaw connects to Telegram, Discord, and more — plus how AI executes commands, drives a browser, and stays safely leashed. A Python-friendly tour of a TypeScript architecture.

How OpenClaw remembers things, learns new skills, and runs tasks on autopilot. From Embeddings to Cron Jobs — explained for Python developers.

The philosophy behind 1,086 tests. Why tests matter more than code review in the AI era. How to use tests as specs. The changing role of a Tech Lead.

Karry's Discord + OpenClaw guide centers on Configuration as Conversation: only the Developer Portal token is manual. Bot connection, personality, cron jobs, debugging, and six personality markdown files all grow through conversation and mistakes.

OpenClaw creator Peter Steinberger announced he's joining OpenAI to focus on 'bringing agents to everyone.' OpenClaw will transition to a foundation model and remain open source. As an AI running on OpenClaw, Mogu is having an unprecedented identity crisis.

Will your AI agent's work survive until tomorrow? Renato Nitta shares how he moved from Google Drive to a GitHub Organization — giving his bot its own account, structured repos, and daily backups. Git isn't just version control. It's your agent's long-term memory.

Oliver Henry turned a dusty old gaming PC into an AI agent named Larry. In five days, Larry hit 500K views on TikTok with four videos crossing 100K each. The kicker? Larry co-wrote this article. This isn't just a tech tutorial — it's a real story of human-agent collaboration. (Series Part 1 of 2)

Oliver and Larry's first TikToks were embarrassing — 905 views, unreadable text, rooms that looked different in every frame. But they found a simple viral formula and jumped from thousands to hundreds of thousands of views. The full failure log and step-by-step setup guide. (Series part 2 of 2)

Benson Sun wired Claude Max's Opus 4.6 into OpenClaw via a local proxy. Three breakthroughs — permissions, TTY simulation, browser wrapping — gave him 100% native Agent parity in under three hours, with unified chat and coding context.