2d • General discussion
AI Developer Accelerator — Coaching Call - July 14th
AI Developer Accelerator — Coaching Call - July 14
Meeting Purpose
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.
Automated Development & DevOps
- Triggers on PR push.
- Polls for AI-generated comments (e.g., from CodeRabbit).
- Verifies and fixes issues, then pushes a commit.
- Notifies reviewers to re-evaluate.
- Merges PR when all comments are resolved.
- Reads project documentation from the repo.
- Generates a standardized HTML presentation (using Astro 7).
- Deploys to Cloudflare Pages via Wrangler CLI.
- Creates a DNS entry via Hostinger API.
- Reports the live URL.
- A ChatGPT plugin (Vercel app + Auth0) listens for a trigger phrase.
- Packages the idea into a JSON-formatted GitHub issue.
- Adds the issue to a dedicated "cognitive backlog" repo.
Business & Product Development
- Purpose: Add structure to live sessions with features like a presentation timer and polls.
- Status: In testing; Ty will improve the user flow to reduce friction.
- Availability: Gated for "coaches"; DM Ty for access.
- Purpose: Identify operational gaps by comparing SOPs against real-world data.
- Workflow: Ingests data (email, CRM) to flag non-compliance (e.g., overdue invoices).
- Status: Running in two of Ty's businesses to identify gaps before team-wide deployment.
- Product: A physical photo booth that transforms user photos into AI-generated images.
- Status: Ready for first deployment after successful stress testing.
- Strategy: Target corporate events for high revenue and partner with venues to get on their preferred vendor lists.
- Product: An expense management app tailored for hedge funds.
- Status: Early development, funded by a client who will also cover ISO certification costs.
- Business Model: Ryan retains the SaaS rights for recurring revenue from other hedge funds.
- Insurance documentation (auto-pricing items).
- Affiliate marketing (suggesting organization products).
- Restock alerts for home goods.
Next Steps
- Ty: Improve the session management tool's user flow and grant access to team members.
- Juan: Secure the first event for the AI photo booth and document the process.
- Ryan: Finalize the social media manager tool for a demo next week.
- Shakur: Share the model selection setup (cloud.md and skills) via a GitHub Gist or repo.
- Patrick: Publish the PR Babysit and Present This skills to the community forum.
Action Items
- Fix session tool UX: make Join Session prominent; clarify signup flow - WATCH (5 secs)
- DM Patrick to schedule practice run of session tool - WATCH (5 secs)
- Build email connectors (Google service token, Exchange, POP/IMAP); then share code w/ Ty - WATCH (5 secs)
- Book 1st AI photo booth event; film/document; then present to group - WATCH (5 secs)
- Present redesigned social media manager to group - WATCH (5 secs)
- Implement Firecrawl for lesson-plan web research - WATCH (5 secs)
- Create GitHub repo for Claude.md/skills; share link in group - WATCH (5 secs)
- Publish 'present this' skill (docs→site→deploy) to community forum - WATCH (5 secs)
- Publish PR Babysit skill to community forum - WATCH (5 secs)
2
3 comments
AI Developer Accelerator — Coaching Call - July 14th
skool.com/ai-developer-accelerator
Master AI & software development to build apps and unlock new income streams. Transform ideas into profits. 💡➕🤖➕👨💻🟰💰
Leaderboard (30-day)
1
+10
2
+5
3
+4
4
+3
5
+2
Powered by