Frequently Asked Questions

Agents Squads is an AI agent consulting company that helps organizations build transparent, learnable AI systems. We specialize in CLI-first development with Claude Code, Unix tools, and Anthropic's Agent SDK to create production-ready autonomous agents.

We primarily work with Anthropic's ecosystem: Claude Code for CLI-first agent development, Unix tools and shell integrations, and the Claude Agent SDK for building autonomous systems. We also integrate with observability tools like Langfuse for full trace visibility.

Our mantra is 'AI systems you can learn, understand, and trust.' We don't build black boxes. Every system we create is designed to be transparent, with full execution traces, cost tracking, and documentation your team can study and own.

We work with enterprises across fintech, healthcare, legal, and technology sectors. Our clients range from Series A startups to enterprise teams looking to implement trustworthy AI agent systems.

Yes. We implement enterprise-grade security including VPC deployments, encrypted data handling, audit trails, and role-based access controls. All agent executions are fully traceable. SOC 2 Type II certification is on our roadmap for Q2 2025.

Our four-phase approach includes: (1) Understand - analyzing your workflows and requirements, (2) Prototype - building working agent systems quickly, (3) Harden - production-grade security and reliability, (4) Transfer - documentation and training so your team owns the system.

Yes. We offer free 30-minute strategy calls to discuss your use case. For larger engagements, we often start with a paid discovery phase or proof-of-concept before committing to full implementation.

We implement guardrails, validation layers, and human-in-the-loop patterns where appropriate. Our agents include retry logic, fallback behaviors, and comprehensive error handling. Full execution traces let you audit every decision an agent makes.

We believe the terminal is the most powerful interface for AI agents. Our CLI-first approach means agents use native Unix tools, shell commands, and existing CLIs (git, gh, npm, etc.) rather than custom APIs. This makes systems transparent, auditable, and familiar to developers.

Absolutely. Knowledge transfer is core to our approach. Every engagement includes comprehensive documentation, training sessions for your team, and ongoing support to ensure you can maintain and extend the systems we build.