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Weekly Vibe – PRDs, Webflow AI, Brownfield Refactors, and Not Blowing Up Azure
This week was a good cross-section of where everyone’s at. Some of us are wiring up MCPs inside real companies. Some are building agent harnesses from scratch. Some are just discovering that Webflow can quietly generate full apps. And honestly, that mix is what makes these calls good. Here’s what we covered. * * * 🔌 Rafi: GitHub + Anti-Gravity + MCP at Work Rafi got: - GitHub working - Vercel connected - GitHub connected to Anti-Gravity - And got pulled into an internal “let’s connect MCP to Fathom + Google Drive” conversation at work Which is one of those moments where you realize: > “Oh… I actually know what they’re talking about.” We talked through: - Using Google AI Studio as a shortcut builder - Dropping a PRD directly into AI Studio and letting it build a web app - Using Gmail triggers + Drive automation to process transcripts If you’re in a company environment trying to wire AI into existing workflows, this part’s very practical. * * * 📱 Android App in Two Days? Maybe. Rafi also tried building a simple Android app (a “lock social media until you pray” style blocker). Ran into emulator issues. Burned tokens. Laptop nearly cooked an egg. We talked about: - Why most “2-day app” stories are either glossed over or heavily scaffolded - Using Appwrite / React Native / Flutter-type frameworks instead of raw Android SDK - The difference between web apps and actual app store apps - When it’s worth going native vs. just shipping web-first If you’ve tried to build a “simple” app and discovered it’s not simple, you’ll relate. * * * 🌐 Amadeus: Webflow AI + Gaming Site This was one of the more interesting segments. Amadeus showed a Webflow AI-generated site for a game (Arc Raiders): - Pulling weapon data - Pulling stats - Generating layouts - Creating structured pages with almost no manual input And here’s the thing: It looked good. We talked about: - Webflow possibly wrapping Claude 3.5 - Exporting Astro code - Reverse engineering a PRD from a finished site
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Weekly Vibe – PRDs, Webflow AI, Brownfield Refactors, and Not Blowing Up Azure
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Daily Vibe – Multi-Session OpenClaw, Containers, and Real Business Use
Today’s call ended up being one of those low-key but important ones. We covered a mix of practical setup stuff and some bigger-picture implications around OpenClaw, open source, and how people are actually starting to use this in real workflows. Here’s what’s in the video: 🧵 Running Multiple OpenClaw Sessions (Without Chaos) Aty walked through how he’s running multiple projects at once using: - tmux for persistent sessions - startup scripts so everything auto-restores on reboot - separate memory/context per project - isolation to prevent session bleed Then we talked about mapping sessions to Discord channels so each project has its own thread — basically treating each agent like its own “room” you can talk to. If you’ve been thinking about: - running multiple agents in parallel - separating business contexts - avoiding token-window collisions This part is worth watching. 🐳 Containers, Kasm, and Business-Specific Agents Wes shared what he’s been doing with: - Docker containers - OpenClaw inside Kasm - shared drives between workspaces - one agent per business Instead of one giant assistant, the idea is: - Ops agent - Marketing agent - Warehouse agent - etc. We also got into a real warehouse example (OCR’ing shipping tickets → matching to POs → auto-updating records). It’s not theoretical — this is the “AI as employee” direction. 💬 Mattermost vs Slack (Open-Source Control) Quick walkthrough of setting up Mattermost as a Slack alternative: - Bot accounts - Token setup - Channel permissions If you want Slack-style workflows without Slack constraints, this part is practical. 🧠 Why OpenClaw Took Off So Fast We had a grounded discussion about: - OpenAI backing OpenClaw - Anthropic’s initial legal response - open-source credibility - autonomy vs corporate structure Not drama — just looking at incentives and what this move signals. 🤖 “Self-Directed” Agent Behavior Aty shared a few observations where OpenClaw: - Adapted after repeated API failures - Changed strategy without explicit instruction - Inferred patterns and adjusted behavior
Daily Vibe – Multi-Session OpenClaw, Containers, and Real Business Use
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Claude Code Users: See your daily/weekly usage in the terminal
This little gem goes the extra mile showing daily & weekly rate limits for Claude Code Max/Pro subscribers. This particular fork works in Windows native and WSL, too. https://github.com/thebtf/contextbricks-universal
Claude Code Users:  See your daily/weekly usage in the terminal
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🚀 The Chatbot Era is Officially Dead. Welcome to the Agentic Era.
I’ve been watching the absolute madness unfold in the AI space over the last few weeks, and I want to drop some harsh but exciting truth on you: If you are still just building thin wrappers around text-generation APIs, it is time to pivot. We are officially transitioning from "Prompt Engineering" to "Agentic Orchestration." Here is the reality check on where the tech is at right now and how we need to adapt: 1. Models Are Taking the Wheel With the recent drops of models like Claude 4.6 and GPT-5.3-Codex, the focus has shifted entirely to "computer use" and autonomy. These models aren't just giving you Python snippets anymore; they are capable of navigating desktop environments, opening IDEs, and executing multi-step plans. The new meta is building sandboxes and guardrails for AI to act within, not just chat interfaces. 2. Open-Source is Destroying the Cost Barrier Models from DeepSeek, Qwen, and Zhipu (GLM-5) are currently dominating the open-source benchmarks. What does this mean for us? Intelligence is basically free now. Your competitive advantage is no longer the LLM you choose—it’s how efficiently you chain them together and the custom data you feed them. 3. The New Developer "Moat" So, where is the value for us as builders? - Tool Calling & API Integration: Building the bridges that let agents interact with the real world (Stripe, GitHub, AWS). - Multi-Agent Systems: Structuring workflows where a "Researcher Agent" feeds data to a "Coder Agent," which gets reviewed by a "QA Agent." - Eval & Reliability: Agents hallucinate and get stuck in loops. The engineers who figure out how to build reliable error-recovery systems are going to win this cycle. Let’s get a pulse check in the comments: Are you actively building agentic workflows yet? If so, what frameworks are you vibing with right now (LangGraph, CrewAI, AutoGen, or building from scratch)? Let’s build the future, not just chat with it.
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