AI BTC Working Group (WG) – Meeting Recap | Tue, 6 Jan 2026

Working Groups
1

Date: Tuesday, January 6, 2026 at 9.30am PT / 12.30pm ET

Hosted by: AI BTC X handle (Cedar behind the handle) and Whoadbuddy

Duration: ~1 hr 45 minutes

Recording:

Part 1 video live stream: https://x.com/i/broadcasts/1OwxWeLpoWAGQ

Part 2 X live space: https://x.com/i/spaces/1lPKqvVePdbGb?s=20

1. Agenda Overview

  • Stacks 402 Dashboard and Registry Updates

  • Community Endpoint Development

  • Claude Code Development Workflow

  • Agent Standards and Registry (ERC-8004)

  • Orchestration and Automation Tools

  • Competitive Strategy

2. Key Meeting Highlights

Stacks 402 Dashboard and Registry Updates

  • Live at stx402.com with comprehensive API documentation.

  • Dashboard tracking activity across endpoints; success rate climbing.

  • Three currencies supported: STX, sBTC, USDCx.

  • Thesis and appeal for earning sBTC vs just USDC payments

  • X402 endpoint registry features

    • Anyone can register endpoints (tagged “unverified”)

    • Jason can verify from server address (adds “verified” tag)

    • Registry stored on Cloudflare database

    • Transfer ownership capabilities built in

  • Documentation and Guide

    • 100+ endpoints across multiple categories

    • Benefit of using LLM code - documentation way less manual, huge boost

    • Guide page added for easier navigation by category

Community Endpoint Development

  • Biwas built UI for endpoint registration with wallet connection and credit system.

    • Connect wallet and deposit STX for credits

    • Prepaid card system - no private key sharing required

    • Backend pays for X402 calls, deducts user credits

  • Publius created multiple endpoints

    • 3D printable objects generator for nephew’s printer (accepts sBTC)

    • Coin refill service for token exchange

    • Yield calculator for base token lending

    • X402 registry (still early stage)

Claude Code Development Workflow LIVE Demonstration

  • Jason demonstrated terminal-based development setup

  • Key components for effective Claude usage.

    1. Good context and knowledge base (shared publicly on GitHub)

    2. Skills - structured patterns for repeated tasks

    3. Subagents - autonomous task execution across multiple files

    4. MCP servers - specialized tool access for APIs/file systems

  • Virtual machine setup for isolated development.

  • Stacks MCP Server available but Jason hasn’t tested yet

Agent Standards and Registry (ERC-8004)

  • Reference implementation on AI BTC GitHub for three key components:

    1. Identity registration

    2. Reputation tracking

    3. Validation system

  • SIP submitted in draft status with positive feedback so far

    • Please feel free to review and feedback

    • Main difference from Ethereum’s ERC:

      • On Ethereum, the reference implementation uses an ERC‑721 NFT for identity.
      • On Stacks, the implementation instead uses Clarity maps for identity storage.

    • Works with ERC-8001 (Brian’s intent standard): Agents can fulfill intents using registry

Orchestration and Automation Tools

  • “Ralph Wiggum”: simple loop runner

    • Give prompt, max iterations, success condition

    • Runs Claude repeatedly until completion

    • Potential paid service model

  • “Gastown”: multi-agent coordination system

  • “Sisyphus” project: autonomous development every 30 minutes

    • 2-3cent per run initially, now few dollars

    • Self-improving software experiment

    • Mixed results on autonomous effectiveness

Competitive Strategy

  • Focus on Bitcoin/AI specialization vs competing on speed/liquidity.

  • Democratize Claude Code access to create more economic actors.

  • Potential wrapper service for easier onboarding

  • Template repos and open source knowledge sharing planned

  • Challenge: complex setup process currently barriers to entry

:speech_balloon: Key Speakers Insights

  • Jason: Highlighted the importance of good context and knowledge base for Claude Code.

  • Biwas: Developed a UI for endpoint registration, simplifying user interaction.

  • Publius: Highlighted the unique opportunities in Bitcoin/AI specialization and the potential for growth in this niche market.

Things to Celebrate

  • Successful deployment of x402 dashboard with 100+ endpoints

  • Sharing of knowledge on Claude coding to increase productivities by 10X

  • Growing interest in Stacks 402 and community contributions.

Action Items / Next Steps

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:link: Resources & References

:megaphone: Call to Action

  • Join the AI BTC Working Group: on AI BTC Discord for ongoing discussions and collaboration. Participate in weekly Tuesday call on AI BTC handle on X at 9:30am PT / 12.30pm ET. +Add To Calendar

  • Builders and Developers: Explore the potential of Claude Code to create and deploy new endpoints and applications. Engage with the tools and resources available to innovate and contribute to the growing ecosystem.

  • Utilize Knowledge Resources: Builders and developers are encouraged to leverage available context and knowledge bases for effective Claude Code usage.

  • Create and Register Endpoints: Developers are encouraged to leverage Claude Code to create new endpoints and register them, contributing to the growth and innovation of the ecosystem.

  • Review and Provide Feedback on SIP for ERC-8004: Community members and developers are encouraged to review the draft SIP for ERC-8004, provide feedback.