Hey! Ankur here, and this is the 10th edition of Lazy AI — India’s only AI newsletter for non-tech folks — 5 mins of reading every day, to help you stay ahead of the AI curve.
Today, I’m going to talk about an interesting platform that can become an all-in-one digital personal assistant for you, residing on your laptop. And do much more for your career as well!
It might just change the way we perceive the agentic AI world.
It’s called OpenClaw. And it’s free.
Let’s begin..
What is OpenClaw?
OpenClaw (formerly known as Moltbot or Clawdbot) is like a personal AI agent that runs on your computer. It basically becomes your personal assistant, helping you do tasks like
clear your inbox every morning and send you a summary of important emails on WhatsApp
log on to LinkedIn everyday and publish a post
connect to your google calendar and send you a “what’s on my plate today” list on WhatsApp
And much more..and it does all of this locally, on your computer.
OpenClaw essentially connects with an LLM (GPT/Claude/Gemini etc.) at the backend to perform these tasks.
But that’s not just it. It has a lot more enterprise applications because of the way it’s built.
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So how is it different from ChatGPT or Gemini agents?
Well, the difference is that OpenClaw does all of the tasks on the local system and doesn’t necessarily need a browser.
Yes, it does need an LLM to run the logic, but it can do things that ChatGPT or Gemini agents cannot.
The biggest reason for this is that OpenClaw is not limited by the context window that LLMs have.
Context window (or token window) is the maximum amount of text an AI can “remember” and process at once, measured in tokens. It’s like short-term memory—holds your prompt + chat history + its own thinking)
You would have seen ChatGPT hallucinating and giving random shit after long sessions. That’s because it has a limited amount of memory. After that memory is exhausted, it doesn’t remember earlier context, and throws answers without referring to that context.
This means that you cannot build an AI agent with Claude, GPT or Gemini and expect is to behave coherently over days, weeks or months.
OpenClaw overcomes that limitation.
You see, while OpenClaw does use the above LLMs, it works differently.
Because it runs on a laptop or local computer, it stores the context locally, on the local system. And when it uses the LLM for the task, it shares a summary of the stored context while calling the LLM.
So while the LLM doesn’t retain a lot of memory, OpenClaw uses the data stored locally, and injects the relevant data into every call that it makes to the LLM.
This kind of smart management ensures that OpenClaw can work over days, weeks, months or even years. Without any contraints on the context window. Autonomously.
Here’s a table of why OpenClaw is different from using other LLMs directly.
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Some practical use cases of OpenClaw
Here are some of the practical use cases that OpenClaw solves for:
Email: OpenClaw auto-sorts inboxes, archives old mail, unsubscribes from spam, drafts simple replies— and turns thousands of emails into a simple daily digest
Calendar/Tasks: It links to Google Calendar, Notion, etc. You can ask "what does my week look like?" or "add Q3 review task" via a simple WhatsApp chat
Content Factory: The agent agent finds topics on the internet, drafter writes scripts, scheduler posts to social media. Very useful for marketing teams.
Server Monitoring: The bot sends alerts on health issues, runs safe commands, auto-backups, and opens tickets from logs/metrics. It teams can now chill..a little
Portfolio Rebalancing Alerts: OpenClaw monitors your investments 24/7 across stocks/crypto, alerts on drifts (e.g., "Bitcoin now 35% of portfolio vs. 25% target"), auto-rebalances via broker APIs if approved, and logs trades — saving you hours of manual checks
In a nutshell..
OpenClaw is a differently structured AI agent that can do tasks on a human’s behalf. Or on behalf of entire teams.
Since it’s in very early stages, I wouldn’t recommend installing it on your local system, as it connects to hundreds of apps outside, which may be a security concern if you have sensitive data stored in your machine.
If you’d like to try it out, Emergent has a way to use it on the cloud. You can check it out on their website.
By the way, OpenClaw was so revolutionary, that within 3 months of launch, Sam Altman (founder of OpenAI) acquired it to run under a separate foundation, and Peter Steinberger, the founder of OpenClaw is now working to build world-class agents at OpenAI.
These are exciting times. I’ll keep you updated on what happens next!
Oh, before you go, in my next newsletter, I’m going to write about Moltbook — a social network ONLY for AI agents (yes, no humans allowed) that uses OpenClaw. I’ll also talk about how it was a sham (I want to say scam, but I’d rather not use harsh words)
If you want to read it, subscribe to my newsletter (if you haven’t already)
And as always, if you liked this, share this with a friend so that they also understand about this latest innovation in the Agentic AI space.
See you next time..
Cheers,