For my family, this means making it not only accessible to me (a developer), but also my wife (who’s not), and potentially other family or helpers (who likely aren’t). That means I’m designing it with accessibility in mind: there’s a full featured GUI so you don’t have to talk to the AI to make changes if you don’t want to, events have built-in owners so you can assign someone or even round robin things and get notified if no one has an event covered, you can share a link with the grandparents to give them details that stay up to date, and, most importantly, you get these things out of the box without having to tinker (but you can go deeper if you prefer).

I’m not aiming for it to be a fully autonomous agent, but I’m definitely thinking about ways to make it more proactive. Events in the system, for example, have an internal notification that can wake Mavo up to check on things without pushing an alert to the house unless it’s needed.

You send it your events via email, online, in-app, or text message even, and it puts it into your calendar for you, letting you know if there’s conflicts and keeping track of who is assigned to what, not just who’s attending or not. My goal is to have it proactively notify you when there’s potential issues like rain, traffic, or something else.

You can connect it to ChatGPT, Claude, or other agent through MCP so you don’t even have to use the built-in AI. And there’s an API, SDK and CLI for those who want to tinker and build custom displays or interactions.

There’s an always-free version to get started and try it out. You can find it at https://mavolife.com

Opus cut its token pricing by 66% 6 months ago and it had previously been that higher price consistently for a year and a half (since that model launch).

GPT’s latest model is harder to track since it’s not named, but it’s historically inline with its history.

Not to mention what’s happening with other models like DeepSeek, GLM, and Kimi.

It seems to me the bigger change in costs is based on token appetite. People are discovering agentic capabilities are stronger than they used to be and use cases have broadened because of that. They’ll eventually discover too that these alternative models offer 95% of the intelligence at 20% of the price.

I use models based on the task. They still seem specialized and better at specific tasks. If I have a question I tend to go to it. If I need code, I tend to go to Claude (Code).

I go to ChatGPT for questions I have because I value an accurate answer over a quick answer and, in my experience, it tends to give me more accurate answers because of its (over) willingness to go to the web for search results and question its instincts. Claude is much more likely to make an assumption and its search patterns aren't as thorough. The slow answers don't bother me because it's an expectation I have for how I use it and they've made that use case work really well with background processing and notifications.

Forcing parents back into the workforce early is unfortunate and does need to be addressed. However, this program seems to be addressing a different and still vital issue.

- discounted for more or less spend

- credits issued at X usage (which is only good at X specifically because its generally an expensive rate but it’s a marketing ploy for filter based searches).

- free or discounted night time or weekends

- etc.

If you can imagine they charge a certain way, there is likely someone trying it.

He answered in the post that he uses LogTen Pro[1] which enables querying with SQL[2]. In the SQL post he says the app has an export for CSV but the app stores it in SQLite which you can access and query from directly.

[1] https://logten.com/ [2] https://jameshard.ing/posts/querying-logten-pilot-logbook-sq...

The booking experience today is granular to help you find a suitable flight to meet all the preferences you’re compiling into an optimal scenario. The experience of AI booking in the future will likely be similar: find that optimal scenario for you once you’re able to articulate your preferences and remember them over time.