Weekly Planning

Date: 2026-02-17 · Duration: 60.91999816894531 min Organizer: Nader Attendees: Nader, Mike

Summary

• AI Workflow Integration: Focus on 5-30 deterministic workflows for automation, maintaining reliability and security without complexity.

• Coding Automation: Utilize OpenClaw and multi-LLM architecture for task specialization, with monthly costs expected around $200.

• Communication System Design: Unify messaging tools with visibility controls, allowing partners to manage messages while ensuring operational clarity.

• Underwriting AI Agent: Propose a dedicated AI agent for document assessments, increasing speed and efficiency while retaining human oversight.

• Strategic Focus: Prioritize features enhancing revenue and efficiency, avoiding feature bloat from speculative AI applications.

• Collaboration Next Steps: Agree to reconvene for iterative discussions and progress reviews, with clear task ownership established.

Action Items

• Nader Atrchin Set up pay-as-you-go API integration with Claude and Codex for AI coding functionality to enable development workflows with terminal/CLI access (20:39) Provide Michael Wright access credentials to AI system integrated with GitHub for coding and ticket automation, including email and calendar access setup (26:47) Implement safety and permission controls ensuring AI cannot deploy or access secrets, with code changes required to be merged by human reviewers only (24:12) Configure chat system to support message assignment and follow-up tagging visible to partners and masters, with checkboxes for message visibility to merchants (41:07) Develop a dashboard to monitor AI cost, activity, and behavior to avoid unauthorized actions (27:31) Continue stress testing AI coding and task automation capabilities (27:54) Iterate on communication logs design including message assignment to users and reply functionality linking responses to specific messages (52:18) Plan development of AI-assisted underwriting email response mechanism, including analyzing content and automating replies based on stored merchant data (58:49) Share meeting transcript and Confluence URL with team and AI assistant for documentation and ticket creation (48:58)

Michael Wright Explore API keys and usage for Claude and Codex with pay-as-you-go model (20:39) Validate AI-generated code quality and discuss coding environment interaction with Nader (22:06) Prioritize core chat feature development between merchants and partners as main money-maker before expanding AI automated workflows (37:40) Provide detailed use cases for message visibility and reply requirements including ticket creation and completion marking mechanisms (43:59) Ensure AI does not interact directly with merchants until performance is fully verified (54:45) Assist Nader in finalizing chat and communication UX design addressing merchant, partner, master message handling and visibility (40:12)