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AI Developer Accelerator

11k members • Free

AI Developer Accelerator Pro

17 members • Free

553 contributions to AI Developer Accelerator
Finally got my Clawdbot (Molt.bot) instance running.
Took the plunge and deployed it on my own AWS infrastructure. For those who've been curious but haven't pulled the trigger yet - it's real and it works. My setup: - Isolated VPC with private subnet (no public IP) - Access via Telegram only - Zero exposed ports - SSM for admin - Encrypted storage, locked-down permissions First conversation hit and Claude responded through Telegram. Wild feeling having an agent just... waiting for me. Security was my main hesitation. Solved it by putting everything behind NAT with no inbound routes. The agent can reach out (APIs, Telegram) but nothing can reach in. If you're on the fence - the infrastructure side is more approachable than it looks. Happy to compare notes with anyone else who's deployed.
0 likes • 3d
I need some of this in my life. Guess thatys the weekend project
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)
1 like • 6d
@Paul Miller Is that a reference to that great book "Tiger in the bedroom " by Claude Balls?. Sorry Couldnt resist.
AI Developer Accelerator Weekly Support Call - January 20
VIEW RECORDING - 165 mins (No highlights) Key Takeaways - Automated Training Creation: Patrick built a system that generates a full training course (NotebookLM, slides, video) from a single Claude Code project by auto-extracting patterns from the dev conversation. - Advanced RAG Architecture: Scott implemented a 3-layer RAG system in NeuralSpark, using a Recursive Language Model (RLM) to have the LLM intelligently "hunt" for information, solving context rot and improving accuracy. - Enterprise AI Consulting: A new business opportunity was identified: helping companies securely adopt agentic AI (e.g., Claude Code, Cowork) to bypass productivity-crippling internal IT policies. - Agentic Workflow Updates: Brandon is releasing new Shipkit videos and commands (e.g., worktree, task review) to optimize agentic development, enabling parallel feature work. Topics The Future of Work: System Creators vs. Task Doers - Morgan's Workflow: Automated a non-programmer's task (creating product sheets) from days to <10 minutes using skills in the Windsurf IDE. Process: Markdown → HTML (styled) → PDF + meta.json for product pages. - Brandon's Cowork Example: Resolved a complex Excel matching problem (50 parts x 50 centers) in 5 minutes by pasting the problem description and file into Cowork. - Consensus: The future workforce will be system creators and managers, not task doers. People must "level up" to think at a systems level, as AI will automate individual tasks.
2 likes • 7d
@Toni Humar They are dotted through the conversation history i believe. @Brandon Hancock Before your iminnent departure for your 'Skool Sabatiical' would it be possible to link the support calls to the calander? That way we can go back week bt weelk looking at the call recordings?
0 likes • 6d
Can do. If I can keep awake :P
Using Claude Code's browser tools for market research
Quick workflow I stumbled into that's been surprisingly useful. Instead of manually analyzing a platform or community, I have Claude Code do it: • Navigate to the target site • Screenshot key pages • Analyze content patterns • Report back structured findings Did this for this Skool community yesterday. In about 10 minutes I had: • Community size and activity levels • All the content categories • Which post formats get engagement • Platform-specific formatting quirks (like code blocks not rendering) • Tone patterns from high-performing posts The browser automation caught things I would have missed. Like discovering the platform doesn't render markdown properly — would have built the wrong thing without that insight. The prompt pattern is simple: "Navigate to [URL], analyze the content structure and engagement patterns, tell me what resonates with this audience." Works for competitor analysis, community research, content strategy — anywhere you need to understand what actually works vs what you assume works. Anyone else using Claude's browser tools for research like this?
1 like • 7d
Good work Patrick. I may have to try ClaudeCode. I keep putting it off
AI Engineering Treasure Trove
Hey guys, I wanted to recommend this article from article from Alex Razvant (I mentioned him in the call today). His article has really important resources, specially on deploying AI systems: https://read.theaimerge.com/p/the-smartest-ai-engineers-will-bet?utm_source=post-email-title&publication_id=2799726&post_id=184113282&utm_campaign=email-post-title&isFreemail=true&r=1i4qau&triedRedirect=true&utm_medium=email Check it out!
0 likes • 12d
Nice. Just scanned it but looks really interesting. The graphs really do illuminate on the cycles.
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Tom Welsh
6
655points to level up
@tom-welsh-8986
Because no great story starts with "Last night I had a salad..."

Active 7h ago
Joined Apr 22, 2024
ENTP
UK
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