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For people into building Automations, Agents and Full Stack Apps with AI - a place to come together and share knowledge. GROUP IS INVITE ONLY.

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AI Developer Accelerator

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8 contributions to AI Developer Accelerator
AI Developer Accelerator — Coaching Call - February 03
VIEW RECORDING - 139 mins (No highlights) Meeting Purpose A coaching call for AI developers to share progress, discuss challenges, and exchange best practices. Key Takeaways - Secure AI Agents: Treat agents like coworkers with separate identities (email, GitHub) and use GitHub as a mandatory PR-based approval pipeline for all agent work, including code and documentation. - Iterate with AI, Deploy with Code: Use AI agents to rapidly prototype and validate processes. Once a workflow is deterministic, convert it to a script (e.g., JavaScript) for faster execution and lower token costs. - "Software on Demand" is the New Default: Build custom tools to replace SaaS subscriptions, even for small costs. This creates perfectly tailored, single-user software that eliminates vendor lock-in. - Navigate Corporate AI with Governance: In regulated industries like banking, prioritize governance (e.g., SOC 2), align projects with leadership's success metrics, and provide free services to security teams to build rapport. Topics Project Updates & Demos - Frank Labs (Ty): An AI team that augments business functions (SDR, support, finance) using a hybrid model: Local: Mistral 7B on an EC2 instance. API: GPT-4O for core functions. RAG: Provides business-specific context. Guardrails: A "council" of independent agents (security, prompt injection) self-checks outputs, inspired by the "five thinking hats" method. Lead Gen Stack: Perplexity, Hunter, Apollo, and Clay (for ICP grounding). - Worksheet Automation (Morgan): Process: Markdown → HTML → PDF. Method: Prototyped with Claude Skills, then converted to a JavaScript app. Result: Execution time reduced from 30–90s (skills) to ~3s (script). - CSV to Static Site (Mitch): Goal: Enable non-technical team members to generate static HTML sites from CSV data. Proposed Solution: A Claude Skill that calls a deterministic JavaScript function, deployed via Claude's Codex tool. - OpenClaw Security Framework (Patrick): Core Principle: Treat the agent as a coworker with a separate identity. Identity Isolation: Dedicated Gmail, calendar, and GitHub accounts. GitHub PRs are the mandatory approval pipeline for all work. Access Control: Web UI is disabled; access is via SSH tunnel only. Primary interaction is via Telegram. Memory Externalization: All decisions are logged to an Obsidian Vault, synced via GitHub, for full auditability. Tech Stack: Ubuntu 24.04 VM on Proxmox; Claude Code is used as a tool for coding tasks. - AI Developer Friction (Juan): Challenge: New agentic workflows create friction with traditional development teams. Solution: Consultants can introduce these methods as outside experts, bypassing internal resistance.
0 likes • 16h
@Patrick Chouinard i was planning on making it but a dev call ran long. Would love to talk on the side sometime on our views on openclaw but really other subjects. Looks like this one was a banger from the notes!
OpenClaw and other Agentic assistant setup
Hey guys, I just published a detailed documentation on how I deployed and secured my instance of OpenClaw/Moltbot/Clawdbot, feel free to take a look at : https://opclwsec.patchoutech.com/ There is also a link to a shared NotebookLM Notebook in there so you can question the docs and look at the video and audio overviews. Let me know what you think, I kinda like this mode of publication over traditional "blog post"
1 like • 2d
Look forward to having a discussion on this tomorrow night as 99.9% of gen pop should not be any where near this 🤣. People like you and me and some others yes but also this was released way too early to the public. So many holes and a huge new wave of issues developing. It’s the future and an early form and exciting. But what a cluster f what this created the way it happened. I’ll try to look at your resources before the call, I know it will be well thought out!
New Coaching Call Structure (Please Read)
Hey everyone! Quick update on how coaching calls are working going forward. 🔄 WHY THE CHANGE I'm going heads-down on EMS Soap for the next 6 months. We're getting SOC2 and HIPAA compliant, building out the marketing funnel, and a bunch more work. It's a lot, and I need to focus. But I don't want to abandon the community. So Patrick and Paul are stepping up to help lead calls. I'll be on about once every four weeks, and they'll rotate the other weeks. 📞 HOW CALLS WILL WORK These calls can run 2+ hours. I want to make sure we're respecting everyone's time. Especially those of you who actually show up. Here's the new structure: 👉 Reply to this post with your questions before the call 👉 If you submit a question and you're on the call, you go first 👉 We work through questions in the order they came in 👉 Then we open it up for everyone else If you can't make the call but want your question answered, drop it in the comments. We'll get to it. But priority goes to people who are there. The goal is simple: if you're taking the time to show up, you shouldn't have to wait behind questions from people who aren't even on the call. 🔗 NEW ZOOM LINK (save this) https://us06web.zoom.us/j/81995207847?pwd=Xe6u6LmIQOmCP5VTnOwWYjDBfZNKGB.1 📅 WHEN Tuesdays at 6PM ET (same as always) Looking forward to seeing you on the calls!
New Coaching Call Structure (Please Read)
2 likes • 8d
Let’s goooooo 🔥
1 like • 8d
@David Sparrow sounds like you can jump on right when you get off work 🤣
[New Video] Buy Skills Not Gadgets: Best Cyber Monday Deals for Developers (2025)
I just realized something about Cyber Monday: Most developers waste it on gadgets. But the smart move? Invest in the 4 pillars that actually grow your career as a developer. A few years ago, I was stuck at a government desk job where I couldn't get hired anywhere else no matter how many applications I sent. I was grinding LeetCode daily, launching startups on the side, and making less than minimum wage when I averaged it all out. Then AI dropped at the end of 2022, and I realized: this is the biggest wave of my lifetime. But my current approach wasn't working. So I did something different. I assessed myself across 4 pillars: Beliefs × Skills × Awareness × Monetization = Your Developer Impact My score: - Beliefs: 10/10 (I believed I could do it) - Skills: 6/10 (I could build, but had gaps) - Awareness: 1/10 (nobody knew who I was) - Monetization: 3/10 (only knew a few ways to make money) My score: 10 × 6 × 1 × 3 = 180 Here's what changed everything: Going from Skills 6→8 would take me from 180→240 (nice, but not life-changing) Going from Awareness 1→2 would take me from 180→360 (game-changer) So instead of buying gadgets this Cyber Monday, I invested in courses and books for ALL FOUR pillars. Result? More than doubled my income and went from zero opportunities to way more than I can keep up with. You can watch the full framework breakdown below! Here's what you'll learn: ✅ My Developer Impact Score assessment (do this yourself to find your bottleneck) ✅ Why awareness was my biggest bottleneck (probably yours too) ✅ The exact courses, books, and programs I bought for each pillar (NOT sponsored—these genuinely changed my life) ✅ How to maximize your chance of succeeding during the AI revolution ✅ The mindset shift from "take" to "give" that opened up all my opportunities Plus, I'm giving you my complete shopping list organized by the 4 pillars: PILLAR 1 - BELIEFS 📖 Millionaire Fastlane → https://a.co/d/cmJdbTZ
3 likes • Dec '25
I do really like your 4 pillars ideology @Brandon Hancock
Understanding Claude Code Features & When To Use Them
Hey guys! Brandon wanted me to throw this in here after talking about this on tonights call. If you are into Claude Code, IndieDevDan is an amazing AI Engineer YouTuber to follow. He had a video I wanted to break down with how i work and how he explained concepts as it can be confusing about how slash commands, mcp, agents, skills and memory work together, when to use them, etc. https://scottmichaelmedia.craft.me/claude_code_features
Understanding Claude Code Features & When To Use Them
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Scott Rippey
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4points to level up
@scott-rippey-7319
A.I. Automation, Agent and App Builder, Consultant, Video Producer and Coffee addict from North Carolina.

Active 9h ago
Joined Jan 20, 2026
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