Tendai

@KudzieChase Also look into uiautomator via adb. You wont get screenshots but it might work better

@KudzieChase Try an emulator that will open in a briwser e.g. appium or genymotion and use playwright mcp.

@joelreymont @burkov Can you share your workflow?

@burkov I use it to learn German over WhatsApp. It’s my super-smart and flexible personal Anki! Granted, I could (and probably would) vibe this myself, just to minimize the attack surface, but it does what I need.

I didn't want to comment on OpenClaw. Usually, when there's so much noise in the media, it's some ordinary stuff just hyped well. So I took time to learn how it works thanks to open source. I was right. OpenClaw is 2% of ordinary stuff and 98% of hype. To put it very shortly, in case you were wondering, there are two things in it: 1. You can chat with an LLM via a text messenger. Not anything new. 2. The LLM can use tools that run on your computer. Not anything new either. Most of the "magic" mentioned in the media is about its ability to use the browser. But it's not *its* ability. It's Playwright's ability. Playwright is a library made by Microsoft which allows you to programmatically run a browser. It uses a built-in vision model made by Microsoft that converts the browser's screen into a textual description for LLMs. Again, Microsoft has built Playwright exactly for what OpenClaw is using it. So, OpenClaw's typical workflow: 1. The user types in a text messenger "Buy me a flashlight on Amazon." 2. OpenClaw blindly dispatches this message to an LLM which has access to some tools, including Playwright. 3. The LLM, trained not by OpenClaw folks, decides that Playwright is the right tool (of course it is) and Amazon is the URL to navigate to. 4. Playwright, built not by OpenClaw folks, runs the browser, which navigates to Amazon, and returns the textual description of what Amazon's home page looks like. 5. OpenClaw blindly returns to the LLM this textual description. 6. The LLM (again without any help from OpenClaw) decides that one should type "flashlight" into the search field and press Search, so it calls the Playwright tool with the search parameters. 7. OpenClaw calls Playwright because the LLM told it to and types "flashlight" and then presses Search (it's all part of what Playwright does out of the box). ... In the end of this LLM-controlled scenario, the order is submitted. OpenClaw just listened to what the LLM told it to do via tool calls. I tried hard, and I haven't found anything else worth mentioning in the source code. There's also a part that keeps "memories" about past conversations, but it's all basic stuff. These memories are stored in text files and grep (controlled by LLMs trained to use grep, and trained not by OpenClaw folks) is used to search in them. It's a nice hobby project, just like Cursor or Perplexity are nice hobby projects, but there's nothing there to look for, except for the hype and 2% of unoriginal plumbing code.

@shanselman @_Evan_Boyle @shanselman what is your recommended dev workflow for a team of devs. We are in the process of transitioning to ai driven software eng. What are some best practices you know? Especially around AGENTS/skills files, code reviews. How to make this work well for say a team of 4-6?

GitHub Copilot CLI lets me do code reviews across *multiple* models, and they can vote and agree on what needs work first. LOOK AT THIS. Thanks @_Evan_Boyle and team!

@TerraMeijar What are you using to track incidents? What is an incident?

@TerraMeijar what are you using for logging and observability? maybe add Prometheus and Grafana and Vault(not a big deal) since its your own setup. for experimenting maybe a service mesh like Istio or Linkerd

@risingodegua @cursor_ai neat. where is the code?

I vibe coded my new portfolio website. It's crazy how creative and fast you can go with @cursor_ai Check it out risingodegua.com

@TerraMeijar Cloudfare plus zerotrust. It will give you 1 time pin for every login

@KudzieChase Seek deep for the answer

@Techzim Can you ask them why we need to disable vpn to use the android app?

As mentioned earlier, EcoCash is down. We asked what’s going on and an EcoCash spokesman said: “True, we are experiencing intermittent service delivery across our channels, though payments are going through on POS. We are working to resolve this and should be back online soon.”

@simonw Do you have a tool for generating something like this?

Fantastic! More of this please Here are my LLM tool's docs concatenated into one (huge) file github.com/simonw/llm-doc…

@bhtmagadza @Starlink @liquidhomezim Nice one baba.

I just upgraded to Starlink, and I love the speeds so far. But that does not mean I am terminating my WiBronix account. I can’t access my VPN setup on Starlink because of their CGNAT setup. @Starlink @liquidhomezim

@zinyando @llama_index @crewAIInc What are you making ?

Learning @llama_index, my second LLM/AI agent/application framework. Let’s see how it compares to @crewAIInc (which I like a lot btw)

@KudzieChase They are detecting them and will give you a week, ukati uri out of the country.

@KudzieChase Ahoy Captain

@TerraMeijar Haha.

@mukudzeimlambo_ @FariMudzi youtu.be/81Q8IGIvSy4?t=… check. This out

@FariMudzi We deserve more, man. Honestly. How long can we eat off mystique?

Someone in Hip Hop finally called out that self-proclaimed Israelites work ethic. Bro call himself the goat but has Frank Ocean work-ethic😴💤

@KudzieChase Also this had me rolling. youtu.be/81Q8IGIvSy4?t=…

@KudzieChase youtu.be/81Q8IGIvSy4?t=…

@KudzieChase MkBHD inspired?