2d • General discussion
AI Developer Accelerator — Coaching Call - September 29th
AI Developer Accelerator — Coaching Call - September 29
Meeting Purpose
Key Takeaways
- OpenAI's Dev Day was a major strategic move. Key announcements included GPT-6.1 Sol (Astra-level performance at a fraction of the cost), DOTS (a proactive ambient agent), and GPT Space (a Microsoft 365 competitor).
- AI-driven development is reaching new levels of autonomy. Brandon's "Deep Plan" system automates the entire SDLC, while Scott’s CC Blackbox uses multiple AI engines for adversarial code review on every Git push.
- Rapid customer acquisition is now a reality. Ty Wells onboarded 6 ERP clients in two weeks, and Tom Welsh sold his Asset MS to two farms for £5,000 each, demonstrating the power of AI-enabled business models.
- Business strategy for new products must prioritize market feedback over perfection. For Juan's AI photobooth, the advice was to lower the price to secure 10–20 paying clients for social proof, then scale pricing based on demand.
Topics
AI Market & Dev Day Analysis
- OpenAI's Dev Day announcements are a direct challenge to Anthropic's recent Opus 5.5 release.
- Key OpenAI Announcements:
- GPT-6.1 Sol: Astra-level performance at a fraction of the cost, making it the new default for most advanced tasks.
- DOTS: A proactive ambient agent for Slack, phone, and other clients, with unlimited usage.
- Decision API: A new tool for enabling proactive agent behavior by detecting state changes.
- GPT Space: A direct competitor to Microsoft 365, offering AI-driven word processing, spreadsheets, and presentations.
- New Subscription Tiers: A $500/month plan offers "ultra-fast" mode (3,000 tokens/sec) on Cerberus GPUs.
- Subscription Sharing: Users can now share their subscription with vendors, simplifying billing and legal compliance for AI-powered apps.
- OpenAI: Consumer-focused, aiming for a "super app" that touches all markets.
- Anthropic: Developer-focused, with high-end models (Astra) and restrictive API limits that hinder application scaling.
- Consensus: OpenAI's holistic strategy is more likely to win long-term.
AI-Driven Development Workflows
- Process: Interactive planning → software contract → build loop (Opus 5.5 builder, Sol 6 reviewer) → HTML proof report with GIFs.
- Outcome: Automates 4–8 hour tasks, freeing the developer for higher-level work.
- Key Tool: "Lavish" interactive protocol for planning sessions.
- Product: A code review service for Mac that runs on every Git push, not just pull requests.
- Engine: Uses four AI engines (Opus, Sonnet, Codex, Sol) for adversarial review (security, quality, documentation).
- Business Model: Uses the user's own API keys, simplifying billing and legal compliance.
- Goal: A visual "world view" UI for managing a portfolio of projects and systems.
- Architecture: A Proxmox cluster (3 mini PCs) runs agents (Forge, Hermes) in isolated VMs, while a Mac Mini handles local inference (Ollama, LM Studio).
- Key Tools: Traefik (reverse proxy), Tailscale (VPN), Prometheus/Grafana (observability).
New Business Models & Growth Strategies
- Product: A new ERP system for small businesses.
- Traction: 6 clients onboarded in two weeks, with 4 more scheduled.
- Strategy: Targets warm leads from an existing 1,500-customer base. Customizations are built by agents and kept separate from the core product for stability.
- Product: An IT asset management system repurposed for physical assets.
- Traction: Sold to two farms for £5,000 each, with NFC tags as the key selling point.
- Product: A coaching app with individualized programming based on real-world data.
- Data: Analyzing 460,000+ finisher times to create deterministic training levels.
- Strategy: Leveraging a partnership with a world champion athlete (Alyssa) and her Adidas sponsorship for distribution.
- Product: An AI-powered photobooth with new printing capabilities.
- Challenge: High price ($1,295) is a barrier to adoption.
- Recommended Strategy:
- Lower Price: Offer a founder's discount to match classic photobooth prices.
- Secure Clients: Book 10–20 paying events to generate social proof and testimonials.
- Target Recurring Business: Focus on corporate parties (Halloween, Christmas) for easier, repeatable sales.
Next Steps
- Brandon: Share "Deep Plan" and "Deep Proof" skills with the group.
- Scott: Share the CC Blackbox website and video pipeline repo.
- Juan:
- Lower photobooth price to secure 10–20 paying clients.
- Target corporate Halloween parties for recurring business.
- Patrick: Share the Agent Operated Environment (AOE) UI once assets are complete.
- All: Review OpenAI Dev Day announcements to assess their impact on current projects.
Action Items
- Share Deep Plan/Proof skills + Lavish planning example w/ group - WATCH (5 secs)
- Post Anthropic constitution video link in group chat - WATCH (5 secs)
- Post CC Blackbox site/video + video pipeline repo in group chat - WATCH (5 secs)
- Post DSPy meetup recording + Manning discount in group chat - WATCH (5 secs)
- Post Instantly masterclass link in group chat - WATCH (5 secs)
- Text wedding venue contact for broker/agency name; share w/ group - WATCH (5 secs)
- Implement 3–5 follow-ups for venue outreach (e.g., country club) - WATCH (5 secs)
- Build 3 photo booth units w/ printing for field testing - WATCH (5 secs)
- Create Canva MVP + sales deck; start outreach to country clubs/corps for Oct–Dec - WATCH (5 secs)
- Send Juan portable photo booth hardware ideas - WATCH (5 secs)
- Intro Juan to VC contact - WATCH (5 secs)
- Schedule 1:1 w/ Paul re: 3–4 mo build-and-exit model - WATCH (5 secs)
- Post Ketone-IQ link in group chat - WATCH (5 secs)
- Post New Tonics + Alphas/Bees links in group chat - WATCH (5 secs)
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AI Developer Accelerator — Coaching Call - September 29th
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