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.