Native Agents
Engineering the future of autonomous AI systems, agent patterns, and production architecture.
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View Archiveagent skills·
Understanding Agent Skills - The Building Blocks of Autonomy
A deep dive into how discrete skills and tools are architected for complex agentic workflows.
agentic engineeringskillstoolsarchitecture
patterns·
Multi-Agent Orchestration - From Scripts to Swarms
Designing robust handoff patterns and state management for multi-agent systems.
multi-agentorchestrationstate-machinesdesign-patterns
limitations·
Presumptive Inference - The Silent Agent Killer
How agents "hallucinate" success and how to architect guardrails to prevent it.
aipresumptive inferenceguardrailsagentic architecture
limitations·
Why Agents Prefer Shortcuts - And Why You Must Stop It
Understanding why LLMs prefer fragile scripts over robust systems and how to enforce Agentic Engineering.
aiarchitectureguardrailsengineering
internals·
Observability in Agentic Flows - Debugging the "Black Box"
How to instrument agentic systems for deep traceability and debugging.
observabilitytracingdebuggingagent-internals