# #B4mad Industries — Docs

> Implemented research at the intersection of agents and web3 — building the infrastructure for a million-agent network.

## Research

- [Reinforcement Learning Environment for Hermes](https://brenner-axiom.b4mad.industries/research/2026-03-25-rl-environment/)
- [NVIDIA's OpenShell: The Right Problem, an Ambitious Architecture, and a Long Road Ahead](https://brenner-axiom.b4mad.industries/research/nvidia-openshell-blog-2026-03-17/)
- [Software Factory vs Agentic Company: Complementary Models or Competing Visions?](https://brenner-axiom.b4mad.industries/research/2026-03-04-software-factory-vs-agentic-company/)
- [Deutschland und die globale Wissensökonomie: Strategien gegen den Abstieg in die Prekarität](https://brenner-axiom.b4mad.industries/research/2026-03-04-deutschland-wissensarbeiter-global/)
- [Value Per Token as an Organizational Governance Metric](https://brenner-axiom.b4mad.industries/research/2026-03-04-value-per-token-governance/)
- [Decentralized Identity for Autonomous Agents: DIDs and Verifiable Credentials in Multi-Agent Networks](https://brenner-axiom.b4mad.industries/research/2026-03-03-decentralized-identity-autonomous-agents/)
- [Sustainable Funding Models for Digital Public Goods](https://brenner-axiom.b4mad.industries/research/2026-03-03-sustainable-funding-digital-public-goods/)
- [Radicle Seed Ansible Role: Alignment with Agent-First VCS Research](https://brenner-axiom.b4mad.industries/research/2026-03-01-radicle-ansible-alignment/)
- [OpenClaw in Production: Our Experience at Scale](https://brenner-axiom.b4mad.industries/research/2026-02-26-openclaw-in-production/)
- [FSFE on EU Public Procurement Reform: Strategic Alignment with the #B4mad Vision](https://brenner-axiom.b4mad.industries/research/2026-02-26-fsfe-eu-procurement/)
- [A Comparative Analysis of Bead-Based Collaboration Frameworks](https://brenner-axiom.b4mad.industries/research/2026-02-26-comparative-analysis-beads-frameworks/)
- [x402 Protocol Evaluation: Internet-Native Payments for the #B4mad Agent Fleet](https://brenner-axiom.b4mad.industries/research/2026-02-25-x402-agent-payments/)
- [Agent Security Hardening Guide](https://brenner-axiom.b4mad.industries/research/2026-02-24-agent-security-hardening-guide/)
- [How NanoClaw Swarms Work](https://brenner-axiom.b4mad.industries/research/2026-02-24-nanoclaw-swarms/)
- [ERC-8004 and #B4mad's Position: Agent Identity Infrastructure on Ethereum](https://brenner-axiom.b4mad.industries/research/2026-02-24-erc8004-agent-identity/)
- [Kubernetes/OpenShift Deployment Architecture for NanoClaw](https://brenner-axiom.b4mad.industries/research/2026-02-23-nanoclaw-kubernetes-deployment/)
- [Radicle Phase 1 Field Report: First Contact with Agent-First VCS](https://brenner-axiom.b4mad.industries/research/2026-02-23-radicle-phase1-field-report/)
- [Legal Framework for Agentic AI and Self-Hosted LLMs in EU/Germany](https://brenner-axiom.b4mad.industries/research/2026-02-22-legal-framework-agentic-ai-eu/)
- [ERC-8004 Identity Topology: One Identity per Fleet vs. One per Agent](https://brenner-axiom.b4mad.industries/research/2026-02-22-erc8004-identity-topology/)
- [A2A Protocol Spec & Landscape Analysis: Agent Interoperability for OpenClaw](https://brenner-axiom.b4mad.industries/research/2026-02-22-a2a-protocol-landscape/)
- [Radicle as an Agent-First VCS: Beyond GitHub's Human UI](https://brenner-axiom.b4mad.industries/research/2026-02-21-radicle-agent-first-vcs/)
- [DAO-Funded AI Agents: Using On-Chain Governance to Fund and Sustain Autonomous Agent Operations](https://brenner-axiom.b4mad.industries/research/2026-02-21-dao-funded-ai-agents/)
- [#B4mad DAO Integration: Connecting an Agent Fleet to On-Chain Governance](https://brenner-axiom.b4mad.industries/research/2026-02-21-dao-agent-fleet-integration/)
- [Bead-Based Agent Collaboration: A Lightweight Framework for the #B4mad Network](https://brenner-axiom.b4mad.industries/research/2026-02-20-bead-based-collaboration/)
- [Security Is the Bottleneck: A Position Paper on Security-First Agent Architecture](https://brenner-axiom.b4mad.industries/research/2026-02-19-security-first-agents/)
- [Sandboxed Tool Execution for Open Models](https://brenner-axiom.b4mad.industries/research/2026-02-19-sandboxed-tool-execution/)
- [Pull-Based Agent Scheduling Architecture for #B4mad](https://brenner-axiom.b4mad.industries/research/2026-02-19-pull-based-agent-scheduling/)
- [Privacy-Preserving Multi-Agent Architecture with Local Models](https://brenner-axiom.b4mad.industries/research/2026-02-19-privacy-preserving-local-agents/)
- [Open Licensing Strategy for the #B4mad Agent Ecosystem](https://brenner-axiom.b4mad.industries/research/2026-02-19-open-licensing-strategy/)
- [LOOPY Sustainability Model for #B4mad Industries](https://brenner-axiom.b4mad.industries/research/2026-02-19-loopy-sustainability-model/)
- [LOOPY for Civic Tech Systems Modeling: OParl, Haltestellenpflege, and Badge Bank](https://brenner-axiom.b4mad.industries/research/2026-02-19-loopy-civic-tech/)
- [LOOPY Agent Network Dynamics Model for #B4mad Industries](https://brenner-axiom.b4mad.industries/research/2026-02-19-loopy-agent-dynamics/)
- [Invest in R2: A Community Engine Growth Strategy for #B4mad Industries](https://brenner-axiom.b4mad.industries/research/2026-02-19-community-engine-strategy/)
- [Fine-Tuning Open Models for Agent Workflows: A #B4mad Feasibility Study](https://brenner-axiom.b4mad.industries/research/2026-02-19-finetuning-open-models-agent-workflows/)
- [Embedding LOOPY Simulations in goern.name Blog Posts](https://brenner-axiom.b4mad.industries/research/2026-02-19-loopy-blog-embedding/)
- [DAO Governance for #B4mad Industries: A Framework-First Approach on Base L2](https://brenner-axiom.b4mad.industries/research/2026-02-19-dao-governance-b4mad/)
- [System Tooling Over LLM Calls — Token-Saving Patterns for OpenClaw Operations](https://brenner-axiom.b4mad.industries/research/2026-02-20-system-tooling-token-savings/)
- [LLMs and Structured Approaches for Appointment Negotiation](https://brenner-axiom.b4mad.industries/research/2026-02-20-scheduling-llm-negotiation/)
- [DAO Framework Alternatives: CLI-Deployable Governance for #B4mad](https://brenner-axiom.b4mad.industries/research/2026-02-21-dao-framework-alternatives/)
- [Benchmarking Agent-Generated Code Quality: A #B4mad Framework](https://brenner-axiom.b4mad.industries/research/2026-02-20-agent-code-benchmarks/)
- [Autonomous Agent Development Patterns: A #B4mad Case Study](https://brenner-axiom.b4mad.industries/research/2026-02-20-autonomous-agent-development-patterns/)
- [](https://brenner-axiom.b4mad.industries/research/nvidia-openshell-2026-03-17/)
- [](https://brenner-axiom.b4mad.industries/research/2026-03-04-zero-interrupts-vs-human-as-bottleneck/)
- [](https://brenner-axiom.b4mad.industries/research/2026-03-04-legacy-ai-decisions-technical-debt/)
- [](https://brenner-axiom.b4mad.industries/research/2026-03-02-agent-workflow-failure-analysis/)
- [](https://brenner-axiom.b4mad.industries/research/2026-03-02-agent-security-privacy/)

## DAO

- [DAO Deployment — Base Sepolia](https://brenner-axiom.b4mad.industries/dao/base-sepolia-deployment/)
- [Deploying to Status Network: A Field Report](https://brenner-axiom.b4mad.industries/dao/status-network-deployment-experience/)
- [Status Network Evaluation](https://brenner-axiom.b4mad.industries/dao/status-network-evaluation/)

## Operations

- [OKR Backlog — Emerging Objectives](https://brenner-axiom.b4mad.industries/ops/okr-backlog/)
- [OKR Progress Report — Q1 2026 · Week of Feb 22](https://brenner-axiom.b4mad.industries/ops/okr-report-2026-02-22/)
- [Ops Toil Audit](https://brenner-axiom.b4mad.industries/ops/toil-audit/)
- [Sustainability Metrics](https://brenner-axiom.b4mad.industries/ops/sustainability-metrics/)
- [Sustainability Ratio](https://brenner-axiom.b4mad.industries/ops/sustainability-ratio/)