Blog
Engineering guides, deployment tutorials, and case studies for teams running AI agents at scale.
ClawHQ vs AutoGPT vs CrewAI: Self-Hosted Agent Orchestration Compared
A practical comparison of the three leading self-hosted AI agent frameworks — architecture, channel support, security controls, cost management, and what each is actually built for.
Connecting Your First Channel: Discord, Slack, and Telegram Setup
Bot tokens, webhook URLs, and agent routing — wire up the three most popular channels to your ClawHQ agents in under 10 minutes each.
Setting Up the ClawHQ Model Router: Budget Fallback and Task-Type Detection
Route tasks to the right model automatically — fast models for simple tasks, powerful models for complex ones, and automatic fallback when you hit your budget threshold.
How to Configure Sentinel: Prompt Injection, PII Filtering, and Rate Limits
Sentinel is ClawHQ's built-in 6-layer security system — active on every deployment, no plugins required. A complete walkthrough of how to tune each layer for your environment.
SOC 2 Gap Analysis: How to Know If You're Actually Ready for an Audit
Most companies that fail their SOC 2 audit don't fail because they have bad security — they fail because they can't prove what they've built. A domain-by-domain checklist of Trust Services Criteria and the 10 gaps that show up in almost every first-time assessment.
CMMC Level 2 Checklist: What DoD Contractors Actually Need
CMMC Level 2 requires 110 practices across 14 domains. A full domain-by-domain checklist, SPRS score calculator walkthrough, and the gaps that fail C3PAO assessments.
How to Write a FedRAMP System Security Plan That Actually Gets Approved
A FedRAMP Moderate SSP covers 325 controls. Most take 6–12 months and six figures in consulting fees to write. Here's what auditors actually look for and where most SSPs fail.
StateRAMP vs. FedRAMP: What Cloud Vendors Need to Know
StateRAMP is becoming required in state government procurement. If you already have FedRAMP, the equivalency path to StateRAMP authorization takes 60–90 days. Here's how it works.
Enterprise AI Agents: What Security and Compliance Teams Need to Know Before Deploying
RBAC, audit logs, SSO, data residency, and model governance — the enterprise checklist for AI agent deployments that legal and security will actually approve.
How to Deploy a Complete AI Team in Under 5 Minutes
The traditional path to deploying a multi-agent AI team takes weeks and costs engineering time you don't have. Here's how to do it in 5 minutes — 30+ agents, all channels wired, one command.
The Hidden Complexity of AI Agent Orchestration
Deploying one AI agent is a weekend project. Orchestrating thirty of them in production — with state management, channel integrations, security controls, and real-time debugging — is a different category of problem entirely.