agentlens
Animated guides to building and orchestrating AI agents.
Guide 01
Beginner
🔄
How do agents coordinate?
Orchestration Patterns
10 animated patterns for multi-agent systems. From ReAct loops to hierarchical fleets.
19 concepts · 10 patterns
Guide 02
Intermediate
🛠️
How do I build one?
Agent Engineering
From writing your first system prompt to shipping production agents.
16 concepts · 5 phases
Guide 03
Intermediate
📊
How do I know it's good?
Evals & Quality
From shipping on vibes to measuring, testing, and continuously improving AI agents.
15 concepts · 5 phases
Guide 04
Advanced
🧠
How does it remember?
Memory & State
From stateless calls to persistent memory: context windows, vector stores, and episodic recall.
15 concepts · 5 phases
Guide 05
Advanced
🔒
How do I keep it safe?
Safety & Trust
Threat models, guardrails, least privilege, and human oversight for production AI agents.
15 concepts · 5 phases
Guide 06
Advanced
👁️
Can I see what's happening?
Monitoring & Observability
Logs, metrics, traces, dashboards, and alerting for production agent visibility.
15 concepts · 5 phases
Guide 07
Advanced
⚖️
Who gets to use it?
Governance & Compliance
Authorization, audit trails, regulatory frameworks, and organizational governance for AI.
15 concepts · 5 phases
Guide 08
Advanced
🧠
How can it think better?
Advanced Reasoning & Patterns
Chain of thought, multi-step planning, reflection, and reasoning patterns for complex problems.
15 concepts · 5 phases
Guide 09
Advanced
🚀
How do I deploy this?
Building Production Agents
Architecture, implementation, deployment, operations, and continuous improvement at scale.
15 concepts · 5 phases