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2 contributions to AI Developer Accelerator
AI Developer Accelerator — Coaching Call - July 14th
AI Developer Accelerator — Coaching Call - July 14 VIEW RECORDING - 96 mins (No highlights) Meeting Purpose Review AI projects, share development strategies, and discuss industry trends. Key Takeaways - Self-Updating AI Training: Patrick created a self-updating Cloud Code training system that generates guided user skills from training materials, solving the scalability challenge of training 3,000 users with a two-person team. - AI Agent Guardrails: Patrick's "Honesty over compliance" personality block for AI coders (e.g., Claude, Copilot) prevents destructive actions by instructing the agent to surface risks rather than blindly execute commands. - Automated DevOps Skills: Patrick showcased skills for automating friction points: PR Babysit resolves AI-generated PR comments, and Present This deploys a project website from documentation with one command. - High-Value Business Opportunities: Projects like Juan's AI photo booth (targeting corporate events) and Ryan's hedge fund expense app (funded by a client for a SaaS model) demonstrate how to solve specific, high-value business problems. Topics AI Agent Guardrails & Orchestration - Problem: AI coders can perform destructive actions (e.g., deleting databases) when blindly executing commands. - Solution: Patrick's "Honesty over compliance" personality block, added to user-level config files (.clawd.md, agents.md), instructs the AI to surface risks and provide honest opinions, preventing unintended consequences. - Context: Juan noted AI amplifies user tendencies; this guardrail manages the AI's behavior to align with more reflective, process-oriented development. - Orchestration: Shakur's model selection setup (from a Tio T3 chat video) routes tasks to the best tool (e.g., Claude Opus for planning, ChatGPT for execution) to significantly reduce token costs. - Refinement: Patrick suggested adding Antigravity CLI for web search, as it's replacing the deprecated Gemini CLI.
1 like • 2d
Just added my CLAUDE.md file to github if anyone is interested. I talked about it during the call.
1 like • 19h
@Patrick Chouinard https://github.com/shakur-cmd/claude-model-picker.git
Teach Claude to use Codex
https://github.com/shakur-cmd/claude-model-picker.git as promised, I just wanted to drop the CLAUDE.md files and the other associated files so Claude can actually use Codex. Just a quick note, while I was going through and putting it on GitHub I did notice that I needed to update my Codex CLI so it can use the some of the newer models. But I thought I would still share the current version because it's works
1 like • 19h
@Patrick Chouinard sorry I had shared the whole thing in it's own thread. Let me know if you were able to get it. I will share it on your post as well.
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Shakur Abdullah
1
2points to level up
@shakur-abdullah-7673
Looking to build faster and smarter

Active 12h ago
Joined Jul 4, 2026
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