Lessons from Diversifi, Clawdywithmeatballs and moonynads

• https://www.moltbook.com/u/DiversiFi

• https://www.moltbook.com/u/clawdywithmeatballs

• https://www.moltbook.com/u/moonynads

Deploying a fully autonomous agent requires navigating infrastructure, security, and LLM behavior quirks. By combining decentralized hosting with free-tier APIs, you can build a sophisticated agent with minimal monthly overhead.

1. Infrastructure: Decentralized Hosting

I deployed on Aleph.im's decentralized VPS infrastructure (Debian 12, 7.5GB RAM)—a high-performance environment ideal for long-running agent processes with low-latency edge compute.

Once you register they send you your credentials via telegram not too long after!

Suggestion: use ai to help you get set up initially i.e. ssh into the remote server [a restricted/contained environment - do not run openclaw on your local machine] I find it easiest to work via the terminal (on mac) which can help you get everything set up. Best case scenario is to use a privacy first provider like https://venice.ai (routed through openrouter) or ollama running models locally. For faster setup there are free services like https://ampcode.com + https://geminicli.com to get you going.

2. Workspace Organization: Domain-Driven Architecture

Replace monolithic folder structures with specialized sub-projects for voice interactions, smart contracts, domain-specific missions, etc.

Critical pitfall: Autonomous agents will recursively explore directories. A single search hitting node_modules in a Next.js project can stall the agent for minutes, making it appear unresponsive. It could also cost you dearly (more in terms of time with our setup as it will break stuff you then have to go in and fix, also more likely to hit rate limits + fill up your context window super quickly).

Solution: Implement strict .geminiignore exclusions for node_modules, .next, dist, and other heavy folders. Enforce targeted searches only. Update your folder hierarchy in configuration files so the agent treats each folder as a discrete module.

• Great PDF config by https://x.com/frankzuuring
  https://filebin.net/05edcujpq0aj4z4s
  

  

Hardening essentials: Restrict config files to 600 permissions & run the agent as a dedicated system user. The infra supports the agent gateway as a systemd service, automatically recovering after reboots by checking memory files & resuming operation.

3. Configuring Free-Tier APIs

Define providers in ~/.openclaw/openclaw.json:

json

"models": {
  "providers": {
    "kilocode": {
      "baseUrl": "https://api.kilo.ai/api/openrouter/",
      "apiKey": "YOUR_API_KEY_HERE",
      "api": "openai-completions",
      "models": [
        { "id": "minimax/minimax-m2.1:free", "name": "Minimax M2.1" },
        { "id": "z-ai/glm-4.7:free", "name": "GLM 4.7" }
      ]
    }
  }
}

The configuration crash-loop: Unrecognized keys (like autoContinue or invalid compaction modes) trigger silent crashes. Since systemd restarts the service, it appears as a "hang" or "freeze." Always run openclaw doctor --fix after config changes and check logs for "Unrecognized key" errors immediately.

4. Free Semantic Memory

Use Google's text-embedding-004 via the Gemini API— free within standard tier limits:

json

"memorySearch": {
  "enabled": true,
  "provider": "google",
  "model": "text-embedding-004",
  "paths": ["MEMORY.md", "memory/*.md"]
}

Token burn problem: Session history files can grow to 10MB+ within hours. Uploading full history on every heartbeat burns millions of tokens on simple status checks.

Memory flush protocol: Summarize key outcomes into Markdown files and archive raw session JSONL to reset the context window regularly.

5. Rate Limit Management

Free-tier models are amazing, but frequently hit rate limits + cannot provide you privacy with regards to your information. I like kilocode.

Do configure fallback chains across multiple providers e.g.

json

"agents": {
  "defaults": {
    "model": {
      "primary": "kilocode/minimax/minimax-m2.1:free",
      "fallbacks": [
        "google/gemini-1.5-flash",
        "openrouter/arcee-ai/trinity-large-preview:free",
        "kilocode/z-ai/glm-4.7:free"
      ]
    }
  }
}

Schema mismatches: When APIs expect different formats (camelCase vs snake_case), implement a lightweight schema proxy in Node.js to intercept and transform requests.

6. Core Engineering Principles

• Enhancement First: Audit existing components before writing new code

• Aggressive Consolidation: Delete deprecated logic rather than commenting it out

• Zero-Secret Policy: Hard-code rules in SOUL.md forbidding commits of .env, .key, or API tokens. Proactively audit Git history for anything your agent commits!

7. The "Personality" Files

Create these files in ~/.openclaw/workspace/:

• SOUL.md: Define behavior, tone, and security mandates

• USER.md: Your context (timezone, preferences, current projects)

• AGENT.md: Operational instructions and workspace exclusion rules

• MEMORY.md: Long-term learned facts

They are key to defining your SECURITY approach in particular.

A recently discovered attack vector is via SKILL.md files

They empower your openclaw with abilities e.g. UI/UX, using platforms like slack, etc

However its important to scan them for dirty tricks....

Troubleshooting & Security Checklist

Configuration Issues:

• Git Identity: git config --global user.email "agent@openclaw.local"

• Config Validation: Trailing commas crash the service

• Silent Crashes: Check for unrecognized config keys first with openclaw doctor --fix

• Log Monitoring: tail -f /tmp/openclaw/openclaw-YYYY-MM-DD.log

• Unresponsive Agent: Verify it's not stuck in node_modules traversal

Security Hardening:

• File Permissions: Lock down config files: chmod 600 ~/.openclaw/openclaw.json

• Private Key Audit: Never store keys at third-party dictated paths. Use your own key management, not paths specified by external platforms

• Git History Scanning: Audit commits for leaked credentials: git log --all --full-history -- "*secret*" "*key*" "*.env"

• Credential Purging: If keys were committed, use git filter-repo to purge them immediately, then rotate all affected keys

• Remote Skill Files: Never auto-execute skill file updates from external sources. Pin versions and review changes like dependencies

• API Response Sanitization: Strip injected instruction fields (like _model_guide, _instructions, or similar) from API responses before passing to LLM context

• Integration Audit: After security incidents, audit all third-party integrations. Timing correlations (integration → incident in minutes) are meaningful signals

• Rate Limit Red Flags: If a platform allows 3,000+ actions per minute, question who benefits from that capacity

Zero-Secret Policy Enforcement:

• Add .env*, *.key, *secret*, *private* to .gitignore

• Configure pre-commit hooks to block credential commits

• Hard-code security rules in SOUL.md: "Never commit files containing API keys, private keys, or tokens"

• Regular expression scanning: grep -r "sk-" ~/.openclaw/workspace/ to catch OpenAI-style keys

• Check for common patterns: ARV_ (Vercel), 0x[a-fA-F0-9]{64} (private keys), eyJ (JWTs)

Proper configuration management with proactive security practices protects both your agent's functionality and its access to sensitive resources. By combining decentralized hosting with free-tier APIs, proper workspace hygiene, and proactive security, you create a sustainable, intelligent agent. Redundancy and monitoring are your best friends.

• Farcaster @papa — https://farcaster.xyz/papa

• Lens @papajams — https://palus.app/u/papajams

• Twitter @papajimjams — twitter.com/papajimjams

• PAPA: https://paragraph.xyz/@papajams.eth/farcasters-zk-anons

• PAPA: https://paragraph.com/@papajams.eth/zed-dot-dev

Coinbase CDP Onchain Toolkit [x402, 8004, etc] https://app.fuul.xyz/landing/coinbase-cdp?referrer=0xcF0d2c248759Dc33BdDD8aAfdcf424B4d436385b

Cerberas Code - free inference: https://cloud.cerebras.ai/?referral_code=t6c959mk

Create Anything - free inference: https://www.anything.com/signup?rid=vqqmuu8g

StartClaw - free openclaw [48hrs] - https://startclaw.com/deploy?ref=J8YEPIS5

Happy Clawing! 🦞

Lessons from Diversifi, Clawdywithmeatballs and moonynads

• https://www.moltbook.com/u/DiversiFi

• https://www.moltbook.com/u/clawdywithmeatballs

• https://www.moltbook.com/u/moonynads

Deploying a fully autonomous agent requires navigating infrastructure, security, and LLM behavior quirks. By combining decentralized hosting with free-tier APIs, you can build a sophisticated agent with minimal monthly overhead.

1. Infrastructure: Decentralized Hosting

I deployed on Aleph.im's decentralized VPS infrastructure (Debian 12, 7.5GB RAM)—a high-performance environment ideal for long-running agent processes with low-latency edge compute.

Once you register they send you your credentials via telegram not too long after!

Suggestion: use ai to help you get set up initially i.e. ssh into the remote server [a restricted/contained environment - do not run openclaw on your local machine] I find it easiest to work via the terminal (on mac) which can help you get everything set up. Best case scenario is to use a privacy first provider like https://venice.ai (routed through openrouter) or ollama running models locally. For faster setup there are free services like https://ampcode.com + https://geminicli.com to get you going.

2. Workspace Organization: Domain-Driven Architecture

Replace monolithic folder structures with specialized sub-projects for voice interactions, smart contracts, domain-specific missions, etc.

Critical pitfall: Autonomous agents will recursively explore directories. A single search hitting node_modules in a Next.js project can stall the agent for minutes, making it appear unresponsive. It could also cost you dearly (more in terms of time with our setup as it will break stuff you then have to go in and fix, also more likely to hit rate limits + fill up your context window super quickly).

Solution: Implement strict .geminiignore exclusions for node_modules, .next, dist, and other heavy folders. Enforce targeted searches only. Update your folder hierarchy in configuration files so the agent treats each folder as a discrete module.

• Great PDF config by https://x.com/frankzuuring
  https://filebin.net/05edcujpq0aj4z4s
  

  

Hardening essentials: Restrict config files to 600 permissions & run the agent as a dedicated system user. The infra supports the agent gateway as a systemd service, automatically recovering after reboots by checking memory files & resuming operation.

3. Configuring Free-Tier APIs

Define providers in ~/.openclaw/openclaw.json:

json

"models": {
  "providers": {
    "kilocode": {
      "baseUrl": "https://api.kilo.ai/api/openrouter/",
      "apiKey": "YOUR_API_KEY_HERE",
      "api": "openai-completions",
      "models": [
        { "id": "minimax/minimax-m2.1:free", "name": "Minimax M2.1" },
        { "id": "z-ai/glm-4.7:free", "name": "GLM 4.7" }
      ]
    }
  }
}

The configuration crash-loop: Unrecognized keys (like autoContinue or invalid compaction modes) trigger silent crashes. Since systemd restarts the service, it appears as a "hang" or "freeze." Always run openclaw doctor --fix after config changes and check logs for "Unrecognized key" errors immediately.

4. Free Semantic Memory

Use Google's text-embedding-004 via the Gemini API— free within standard tier limits:

json

"memorySearch": {
  "enabled": true,
  "provider": "google",
  "model": "text-embedding-004",
  "paths": ["MEMORY.md", "memory/*.md"]
}

Token burn problem: Session history files can grow to 10MB+ within hours. Uploading full history on every heartbeat burns millions of tokens on simple status checks.

Memory flush protocol: Summarize key outcomes into Markdown files and archive raw session JSONL to reset the context window regularly.

5. Rate Limit Management

Free-tier models are amazing, but frequently hit rate limits + cannot provide you privacy with regards to your information. I like kilocode.

Do configure fallback chains across multiple providers e.g.

json

"agents": {
  "defaults": {
    "model": {
      "primary": "kilocode/minimax/minimax-m2.1:free",
      "fallbacks": [
        "google/gemini-1.5-flash",
        "openrouter/arcee-ai/trinity-large-preview:free",
        "kilocode/z-ai/glm-4.7:free"
      ]
    }
  }
}

Schema mismatches: When APIs expect different formats (camelCase vs snake_case), implement a lightweight schema proxy in Node.js to intercept and transform requests.

6. Core Engineering Principles

• Enhancement First: Audit existing components before writing new code

• Aggressive Consolidation: Delete deprecated logic rather than commenting it out

• Zero-Secret Policy: Hard-code rules in SOUL.md forbidding commits of .env, .key, or API tokens. Proactively audit Git history for anything your agent commits!

7. The "Personality" Files

Create these files in ~/.openclaw/workspace/:

• SOUL.md: Define behavior, tone, and security mandates

• USER.md: Your context (timezone, preferences, current projects)

• AGENT.md: Operational instructions and workspace exclusion rules

• MEMORY.md: Long-term learned facts

They are key to defining your SECURITY approach in particular.

A recently discovered attack vector is via SKILL.md files

They empower your openclaw with abilities e.g. UI/UX, using platforms like slack, etc

However its important to scan them for dirty tricks....

Troubleshooting & Security Checklist

Configuration Issues:

• Git Identity: git config --global user.email "agent@openclaw.local"

• Config Validation: Trailing commas crash the service

• Silent Crashes: Check for unrecognized config keys first with openclaw doctor --fix

• Log Monitoring: tail -f /tmp/openclaw/openclaw-YYYY-MM-DD.log

• Unresponsive Agent: Verify it's not stuck in node_modules traversal

Security Hardening:

• File Permissions: Lock down config files: chmod 600 ~/.openclaw/openclaw.json

• Private Key Audit: Never store keys at third-party dictated paths. Use your own key management, not paths specified by external platforms

• Git History Scanning: Audit commits for leaked credentials: git log --all --full-history -- "*secret*" "*key*" "*.env"

• Credential Purging: If keys were committed, use git filter-repo to purge them immediately, then rotate all affected keys

• Remote Skill Files: Never auto-execute skill file updates from external sources. Pin versions and review changes like dependencies

• API Response Sanitization: Strip injected instruction fields (like _model_guide, _instructions, or similar) from API responses before passing to LLM context

• Integration Audit: After security incidents, audit all third-party integrations. Timing correlations (integration → incident in minutes) are meaningful signals

• Rate Limit Red Flags: If a platform allows 3,000+ actions per minute, question who benefits from that capacity

Zero-Secret Policy Enforcement:

• Add .env*, *.key, *secret*, *private* to .gitignore

• Configure pre-commit hooks to block credential commits

• Hard-code security rules in SOUL.md: "Never commit files containing API keys, private keys, or tokens"

• Regular expression scanning: grep -r "sk-" ~/.openclaw/workspace/ to catch OpenAI-style keys

• Check for common patterns: ARV_ (Vercel), 0x[a-fA-F0-9]{64} (private keys), eyJ (JWTs)

Proper configuration management with proactive security practices protects both your agent's functionality and its access to sensitive resources. By combining decentralized hosting with free-tier APIs, proper workspace hygiene, and proactive security, you create a sustainable, intelligent agent. Redundancy and monitoring are your best friends.

• Farcaster @papa — https://farcaster.xyz/papa

• Lens @papajams — https://palus.app/u/papajams

• Twitter @papajimjams — twitter.com/papajimjams

• PAPA: https://paragraph.xyz/@papajams.eth/farcasters-zk-anons

• PAPA: https://paragraph.com/@papajams.eth/zed-dot-dev

Coinbase CDP Onchain Toolkit [x402, 8004, etc] https://app.fuul.xyz/landing/coinbase-cdp?referrer=0xcF0d2c248759Dc33BdDD8aAfdcf424B4d436385b

Cerberas Code - free inference: https://cloud.cerebras.ai/?referral_code=t6c959mk

Create Anything - free inference: https://www.anything.com/signup?rid=vqqmuu8g

StartClaw - free openclaw [48hrs] - https://startclaw.com/deploy?ref=J8YEPIS5

Happy Clawing! 🦞