I open-sourced an OpenClaw hosting service: FastClaw.
Run openclaw instances independently in k8s pods, achieving multi-tenant isolation, implementing data persistence based on pvc, and enabling scalable deployment of openclaw in cloud k8s clusters.
Project linkπ
Just launched π For only $39, you get your own OpenClaw plus $15 in top-tier model credits included.
The most affordable and fastest way to get OpenClaw up and running.
No setup. No deploy. Just connect and go.
This is WorkAny Bot.
#OpenClaw
I've been running OpenClaw 24/7 for 3 weeks. Here's what actually works for autonomous agents (not theory β battle-tested patterns):
π§ Memory architecture matters more than prompts
Don't dump everything in https://t.co/Be5Xdc9UsF. Split it:
β’ memory/active-tasks.md β your "save game" (crash recovery)
β’ memory/YYYY-MM-DD.md β daily raw logs
β’ memory/projects.md, https://t.co/htttxcZsvo, https://t.co/XlwgyR8GUs β thematic long-term
Why? Your agent wakes up fresh every session. These files ARE its brain. The split means it loads only what it needs.
β‘ Sub-agents are your 10x multiplier
Stop doing things sequentially. I spawn 3-5 sub-agents in parallel for any big task. Example: deploying 11 websites simultaneously β 4 agents, each handling a batch, all running at once.
The trick: define clear success criteria BEFORE spawning. Each agent must validate its own work, then YOU verify before announcing "done."
β° Cron > Heartbeats for specific tasks
Heartbeats are great for batching periodic checks (email + calendar + mentions in one turn).
But for precise schedules? Use cron jobs:
β’ Daily content ideas at 6am
β’ Overnight research scout at 2am
β’ Tech watch at 8am
Each runs in isolation with its own context. No token waste from loading the full conversation history.
π The crash recovery pattern nobody talks about
Your agent WILL crash/restart. https://t.co/OrzLkm5r0r is the safety net:
β’ When you START a task β write it
β’ When you SPAWN a sub-agent β note session key
β’ When it COMPLETES β update
On restart, agent reads this file first and resumes autonomously. No "what were we doing?" β it figures it out.
π‘οΈ Security rule that saved me
Use your strongest model (Opus) for ANY task that reads external web content. Weaker models are more vulnerable to prompt injection from hostile websites.
Internal tasks (file reading, reminders, local work) β Sonnet is fine.
External content (tweets, articles, emails) β Opus only.
π https://t.co/snp6Guwnlv should be tiny
I see people stuffing 200 lines in their https://t.co/snp6Guwnlv. Bad idea β it runs every ~30min and burns tokens.
Keep it under 20 lines. Just a checklist:
β’ Check active tasks freshness
β’ Session health (archive bloated sessions)
β’ Self-review every ~4h
Heavy work goes in cron jobs, not heartbeats.
π― The real unlock: Skills with routing logic
If you have multiple skills, add "Use when / Don't use when" in each description. Without this, the agent misfires ~20% of the time picking the wrong skill.
Think of it as if/else logic for your agent's decision-making.
The bottleneck isn't AI capability anymore. It's YOUR speed reviewing what the agents produce. Build systems that close the loop automatically, and you'll 10x your output.
#openclaw #autonomous #ai
https://t.co/GsJtO971Ju made it to the OpenClaw startups list β hit $1k MRR in just one week π
WorkAny's long-term vision: a cloud collaboration agent. Desktop agent + cloud bot today, with deeper integration coming soon.
Zero Setup, Work Anywhere. π¦
π¨ Building ChatClaw β a cleaner, simpler web chat client for OpenClaw.
Think of it as a lightweight conversational UI that just works, no bloat.
Would love to hear: is this something you'd use? What features matter most to you?
Drop your thoughts π
#openclaw#chatclaw
π Just launched FastClaw β deploy your OpenClaw Agent in 5 min.
β One-click deploy, 7x24 online
β Zero maintenance, auto backup
β Multi-channel, SSL built-in
No VPS. No Docker. Just your AI agent, always on.
https://t.co/uVGsqKxZgd
#OpenClaw#FastClaw
My desktop Agent product WorkAny is now open source. It can complete common work tasks locally, such as organizing files, generating slides, data tables, documents, etc.
The code has been open-sourced on Github.
Welcome to try it out, thanks for your feedback.π