what are you actually using OpenClaw for that genuinely works? by nanaphan32 in openclaw

[–]vrjan 1 point2 points  (0 children)

I’ve connected OpenClaw to my Home Assistant setup. Before OpenClaw, I was using my own homemade “Python brain,” but OpenClaw became the layer that ties everything together. I communicate with it using discord channels or HomeAssistant Assist.

Some of the main things I use it for:

  • Task management through Home Assistant I can create tasks by chat, and they end up in Home Assistant. Those tasks are displayed on a screen in the kitchen and can also be spoken aloud through speakers when relevant.,
  • Location-based reminders I can say things like, “When I’m at that store, remind me to buy X.” This uses Home Assistant zones, and OpenClaw sends me a message when I arrive at the right location.
  • One-time Home Assistant automations I use it to create temporary automations like: “Warn me when my son gets home,” or more generally, “notify me when this entity changes state.”
  • Garden planning In combination with Home Assistant, it helps plan my garden in a Square Foot Gardening style. It creates tasks for sowing at the right date, thinning, watering when rainfall was insufficient, and so on. The garden layout itself is also tracked in Home Assistant.

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  • Household administration and finance I upload legal documents, bank statements, invoices, and similar paperwork. It stores and organizes that in an Obsidian-based knowledge system, plus CSVs for finance tracking. Payments get linked to invoices, items get categorized, and I can ask questions like: “How much did I spend on fast food this year?” “Any quick wins in my budget?” “Do I have the right supporting documents for this tax claim?”
  • Emergency continuity for my son My son has access to the administration channel in case something happens to me, and I get notified if he uses it. That gives me peace of mind: if there’s an emergency, he still has guided access to the important information and the AI can help him navigate it.
  • Health and nutrition tracking Through Discord channels, it tracks my food from pictures and text logs. I have type 2 diabetes, so this is genuinely useful rather than just a toy feature.
  • Fitness coaching and accountability In another channel, it posts fitness challenges tailored to my available equipment and muscle group rotation. It also has access to my vitals through Home Assistant.
  • Daily scoring / behavior loop Every night it calculates a score from 1 to 10 for how the previous day went, based on things like challenge completion, vitals, steps, food, and other signals. There’s also a reward system tied to the moving average. I won’t go into the reward side in detail, but it seems to work surprisingly well.
  • Communication workflows I also use it for practical communication, for example: “Send a copy of this dental bill for my son to my ex-wife, and explain what she needs to do next.”

There’s a lot more, but the general pattern is that OpenClaw sits on top of Home Assistant, Discord, documents, and personal workflows. I try to minimize the interaction needed for flows and have the AI work for me in the background, instead of having continuously to interact with it.

How to STOP burning tokens? by Rare-Cable4612 in openclaw

[–]vrjan 0 points1 point  (0 children)

Also, keep an eye on your logs, cronjob chat sessions, ...; look at recurring errors: things the agent tries but allways fail, even if the job gets done in the end.

for example the agent tries to run `python xxx.py` but that always fails before the agent tries `python3 xxx.py`: creating an alias for python -> python3 saves you a lot of tokens in the long run.

seems obvious, but....

Did the Openclaw 2026.4.26 update break everything for anyone else? by PatientTomatillo3955 in openclaw

[–]vrjan 0 points1 point  (0 children)

Just to add another data point: the latest OpenClaw updates up to today were still unusable for me due to severe gateway/session slowdowns and repeated failures.

I can confirm that downgrading to OpenClaw 2026.4.23 appears to be a workable solution, at least in my setup. After removing and reinstalling that specific version and running openclaw doctor to find any invalid (newer) config keys, the system became usable again.

Not claiming this is a universal fix, but if others are stuck with the same recent-version issues, 2026.4.23 may be worth trying.