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AI Developer Accelerator β€” Coaching Call - April 7th
AI Developer Accelerator β€” Coaching Call - April 07 VIEW RECORDING - 106 mins (No highlights) Meeting Purpose Share recent AI development projects and discuss new workflows. Key Takeaways - "Kira" App: Eric's text-to-SQL tool for data warehouses (BigQuery, Redshift) has a key differentiator: a Slack agent that enables natural language queries directly from channels, democratizing data access. - Automated Dev Workflows: New AI-driven systems are automating development. Ty's "user-driven dev" loop uses Claude for code generation and Codex for testing, while Patrick's "LabSync" tool automates plugin publishing. - Claude + Codex Plugin: An official Claude Code plugin integrates Codex for code review and "rescue" tasks, significantly reducing token usage and cost. - Market Dynamics: The Anthropic source code leak (OpenClawed repo) and upcoming pricing changes signal a shift in the AI developer landscape, creating urgency to adapt. Topics Market & Model Updates - Anthropic Leak: The Claude source code leak led to the creation of OpenClawed, a Rust rewrite that became one of GitHub's fastest-growing repos. - Pricing Changes: Anticipated price hikes from Anthropic are expected to make current $200/mo subscriptions (which provide ~$5k in API value) unsustainable, creating urgency to optimize workflows. - Gemma 4: Google's new open-source model is highly capable and can run locally on devices like phones and Raspberry Pis, enabling secure, offline AI applications.
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RecapFlow : Avril 7th Coaching call analysis
πŸ“ SUMMARY This week's call covered demos, workflow strategies, and tool discoveries. Eric Li demoed Kira, a natural language Text-to-SQL platform with a standout Slack integration. Patrick shared updates to his Claude Code plugin ecosystem and an Obsidian-based knowledge management setup. Ryan walked through a rebuilt SEO-optimized agency site and a hands-free lead capture app. The group also discussed enterprise agentic development workflows, the Claude Code source leak and its Rust rewrite, Gemma 4 for local/private AI, and the Claude plus Codex hybrid development pattern. πŸ’‘ KEY INSIGHTS Claude + Codex hybrid workflow is delivering extraordinary value Patrick runs Claude Max ($100/month) alongside the OpenAI Codex plugin ($20/month) and estimates he is getting roughly $5,000/month in API value. The plugin adds slash commands into Claude Code sessions including /codex review, /codex status, /codex rescue, and an adversarial review function that actively tries to break your application and reports vulnerabilities. You can configure a completion hook so Codex automatically reviews every Claude output in a loop until no issues remain. Obsidian plus Claude Code as a lightweight RAG Using Andrej Karpathy's prompt (linked below), you can turn an Obsidian vault into a self-organizing knowledge base managed by Claude Code via terminal. It auto-classifies and backlinks documents and performs comparably to a light RAG system for up to a few hundred documents with no additional infrastructure. Enterprise SDLC adapted for agentic development Patrick's team records design meetings, transcribes them, and has Claude Code convert them into an intent document split into independent workstreams for parallel development across a team of four. Sprint planning transcripts become the workstream specs β€” a scalable model for teams moving beyond solo agentic development. User-driven development loop (Ty's model) Ty built a feedback hub where end users describe issues with screenshots or video. Claude Code asks clarifying questions until it reaches 85% confidence, then autonomously builds a fix in a headless session, creates a PR, and Ty only approves and merges. The Codex plugin validates before the PR is created.
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πŸš€ Welcome to AI Developer Accelerator (Start Here)
πŸ‘‹ Hey there! Ready to supercharge your dev skills with AI? You're in the right place. Watch the intro video below for a walkthrough of our community and a peek at our AI-enhanced future. πŸ›  CLASSROOMS: - Full Stack Development with AI: Where code meets cognition. Sharpen your skills and build AI-- powered apps. - CrewAI: Your squad for all things AI. Share ideas, collaborate on projects, and celebrate successes together. - Code Bugs & Project Issues: Debug like a pro. Get help on tricky bugs and offer your wisdom to others. - Monetize Your AI Dev Skills: From AI code to income: Collaborate, innovate, and monetize your dev skills! - YouTube Tutorial Requests: Please let me know what you want to learn more about when it comes to Fullstack Developement and AI. πŸ“œ RULES: - Promotions are a no-no. Let's keep the focus on learning and growing. - We appreciate quality contributions. Enhance your posts with visuals and use ChatGPT for refining your content. - No talking about politics or religion. Go to X if you want to talk about that. - See something off? Help us maintain the community spirit by reporting any issues to me. πŸ₯‡ FIRST STEP: Introduce yourself with a post about your AI journey and what you're working on in the General Discussion group. **Bonus points for sharing a screenshot of your current app!** 🎯 ACTIONS: Be proactive, engage in discussions, and collaborate on group projects. πŸ‘©β€πŸ’»πŸ‘¨β€πŸ’» Let's code, innovate, and thrive together!
Remember the engineering
Hey peeps. This is for all teh baby promptgrammers out there. When your writting apps, connecting tio backend databases, sending API calls all over the place , and created it all in Cursor or Claude Code, just take a second to stop and think 'Whats that one thing that is bugging me?' Then dive into why it is bugging you. 9 times out of 10 if you think something isnt quite right with your app, then something porobabluy isnt right with your app. I have just done a major bit of refactoring (Using Cursor). I am writting a membership app for a client and its all running fine. calls are being made data is being saved etc. It is just that when i click the save button on recoed, that 'saving' text just stays there for a bit, lets say 1-2 seconds. Its been grabbing my attention for the past few hours so i just dug in asked Cursor what was going on and why it was taking so long. ii have now gone from db writes taking 1.5s down to low tens of milliseconds. The app is so much more responsive and USABLE!! 1,5 secs is a long time to be looking at a record being saved and that time saving is what your client wants, along with the value your app brings. Keep engineering
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One prompt can turn a simple photo into a full ad. Start by visiting a restaurant ( or use my automation) and taking a high-quality photo of one of their dishes. Turn that image into a short piece of content with a clear, compelling call to action. Then present it to the owner and explain how this type of content can attract more customers, increase visibility, and drive sales. To monetize this skill, position yourself as a content provider. Charge per video, offer monthly content packages, or manage their ads in exchange for a percentage of the results you generate. If you repeat this process consistently reaching out to 10 restaurants every day you will quickly build a pipeline of paying clients. Learn more HERE
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AI Developer Accelerator
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Master AI & software development to build apps and unlock new income streams. Transform ideas into profits. πŸ’‘βž•πŸ€–βž•πŸ‘¨β€πŸ’»πŸŸ°πŸ’°
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