We shipped two new versions of MicroClaw this week. They sound technical. They feel like magic.
MicroClaw 0.4: Foresight
Here’s what used to happen: you’d open a conversation with your agent and spend the first few minutes catching it up. “Remember, we have the farmer’s market tomorrow. And that vendor email from yesterday. And the weather looks bad.” The agent would nod along, pull up the relevant details, and get to work. Useful, but you were doing the priming.
Here’s what happens now: your agent wakes up already knowing. It checked your calendar overnight. It reviewed your email. It looked at the weather forecast. It knows which of your active priorities are most likely to come up today. Before you say a word, it has a briefing ready.
This isn’t a daily summary email. It’s not a dashboard you have to check. It’s your agent doing what a great assistant does on their commute: thinking about what their boss is going to need today and having it ready.
We call this Foresight. Your agent anticipates what matters before you ask.
For the bakery we work with, this means the agent already knows it’s bread day, already checked if the sourdough starter schedule needs adjusting for the weather, and already flagged that a wholesale order came in overnight. The owner walks into the kitchen and her agent is ready to work. No warm-up.
MicroClaw 0.5: Bicameral Memory
Every AI agent that tries to remember things faces the same problem eventually: the more it remembers, the slower and less accurate its recall becomes. Stuff it learned three months ago crowds out what it learned yesterday. A vendor’s phone number competes for space with a hard-earned business lesson. Everything is stored the same way, and the system can’t tell the difference between a data point and a principle.
We solved this by recognizing that not all knowledge is the same kind of thing.
Some knowledge is data. Your hours, your pricing, your vendor contacts. It changes frequently, it compresses cleanly, and it expires. You look it up when you need it.
Other knowledge is wisdom. “Our best customers come from referrals, not ads.” “Never change the menu the week before a holiday.” These are lessons earned through experience. They don’t compress. They don’t expire. They should inform every decision.
MicroClaw 0.5 stores these two kinds of knowledge differently. Data goes into a fast, compressed layer that’s queried on demand. Wisdom stays in a permanent layer that’s always present. The result: your agent’s recall stays sharp as its knowledge grows, because it’s not trying to hold everything in the same bucket.
This is how human expertise works. An experienced baker doesn’t mentally recite every recipe before starting work. The recipes are reference material. But the judgment (“this dough needs five more minutes, I can feel it”) is always there, always informing. MicroClaw gives your agent the same split.
What This Means for You
If you’re a Giant Micro customer, these upgrades are already live. Your agent is already anticipating your day and storing knowledge more intelligently. You didn’t have to do anything. That’s the point.
If you’re not a customer yet, this is what we mean when we say our agents get better over time. Not just better at answering questions. Better at knowing which questions matter.
We’re not done. We’re testing the next version now. But we’re also taking our time. Shipping fast is a skill. Living with what you shipped is how you learn if it works.
Giant Micro helps small businesses compete like giants. Join the waitlist to get an agent that wakes up ready.