Buy a coral TPU for frigate - it can handle a ton of inference and is very cheap for what it offloads off the cpu

Before anyone buys a TPU for Frigate, try OpenVino on a cheap Intel N100 CPU. My mini PC frigate installation can handle 5 cameras easily.

Depending on the age of your hardware, you might already have something more powerful

I already run frigate. I am asking how this stacks up to it.

Sounds interesting, but can't find pricing information anywhere ?

Only: > We offer a subscription model per team. Token costs for AI models (Claude, etc.) are paid directly via your own Claude subscription or API keys. Reach out for specific pricing based on your team size.

Is it "free" for single developer workflows ?

Sorry, the link is hard to find on mobile: https://www.bepurple.ai/pricing

but is it still terrible at tool calls in actual agentic flows?

I started working on a task management app that could handle the massive amounts of context switching I do on a daily basis - aggregated over slack, iOS reminders, Jira, linear, and obsidian... I'm glad I'm not alone in having such crazy environment.

I often find they aren't triggered when I would expect using a keyword and explicitly trigger them.

In the hands of SWEs that understand what to prompt, it's significantly better than overseas code from "seniors" who clearly are juniors being billed at senior rates.

I've started using Claude code to review my linear tasks, add / propose new tags/labels and flag if it's a programming task (and if so flesh out requirements so I can toss it to an agent). It really helps me to just toss everything into it and see what I've got.

I'm actually going to take it further and use clawd to check Jira, linear, slack, and Apple reminders and help me to unify and aggregate them - as I'll often remember and record a reminder on Siri - and kind of ping me about these and adjusting dates when they're overdue so nothing slips through too past due

It's good at making new skills for itself, and the ability to add to WhatsApp, telegram, and discord means sharing access to internal applications and not needing users to get onto VPN makes a great combination.

You're just telling me common features. Those are just normal things now

What systems are making new skills for themselves? Not being snarky, I find this sort of self-teaching incredibly interesting but have only ever seen this approach

I literally hear about it a few times a week.

Doesn't sound like it > Alternatively, users can also choose to purchase the Mac versions of Final Cut Pro, Pixelmator Pro, Logic Pro, Motion, Compressor, and MainStage individually as a one-time purchase on the Mac App Store.5

Wonder how this will work to connect into hotel networks - on my glinet I have to clone my iPhone MAC address so I basically have to connect to the WiFi, do the with authentication enter room number and last name, then disconnect and boot up the router.

Is there a better way to get these connected to a WiFi for relaying where the Ethernet isn't an option?

This new Unifi device supports captive portal authentication flows, so you don't need to do that whole shuffle.

Source https://m.youtube.com/watch?v=Ruv550at3k8

I have a gl.Inet and it's very rare that I have to do anything special to get on a captive portal. I just connect to the travel router AP, then connect the travel router to the hotel's WiFi, and browse neverssl.com to get the captive portal.

A $40 router with WiFi to WiFi bridge support like the TP-Link AC750. You connect the router to the captive network and you connect your phone to the router. Connect everything else to the router.