Everything you need to ship with AI

In-depth articles on AI automation, agents, and the tools we use.

Step-by-step automation playbooks you can implement today.

A free daily challenge to level up your AI development skills, one project at a time.

Deep dives on Claude Code architecture, hooks, agents, and context engineering.

Common questions about working with AY Automate.

How multi-agent swarms coordinate work in Claude Code. Roles, handoffs, locks, and the tracking layer that keeps a 6-mode pipeline coherent.

The discipline of shaping what the model sees. CLAUDE.md hierarchy, retrieval patterns, memory tiers, and the prompts that compound.

PreToolUse, PostToolUse, Stop, Notification: chain hooks for file protection, token tracking, auto-formatting, and audit logs.

Running Claude Code in production. Rate limits, retries, observability, cost tracking. The pieces that take you from demo to scale.

The full playbook for shipping with Claude Code. Install, configure, optimize, deploy. Every step that turns a fresh terminal into a senior engineer.

Why most automation projects fail, and the Clean. Build. Run. process we use instead.

Three Claude agents working together: triage, draft, and approval, with a human in the loop.

Capture, enrich, score, and route inbound leads automatically instead of by hand.

The no-code and low-code tools we use to build automation workflows.

Our full development stack for building AI-powered products.

Free tools and calculators to help you scope and plan your automation.

Join the team - we hire AI-native engineers and automation specialists.