Axyz blog
Practical notes on running agentic systems.
Implementation lessons, architecture trade-offs, and operational patterns — from the team building Axyz.
Skills + APIs versus MCP: two ways to connect agents to external systems
Takeaway — choose the boundary based on orchestration, policy ownership, consumer count, governance needs, and operating economics.
Three Ways to Trigger a Virtual Team
Takeaway — direct commands keep a person in control, while schedules and webhooks let a virtual team operate autonomously.
How the Axyz team delivers AI adoption: consultancy mode vs virtual team mode
Takeaway — choose AI delivery by constraints: strategy-led consultancy for governance-heavy organizations, or deployed virtual roles for fast operational outcomes.
How to secure credentials in agentic systems: AI keys, integrations, and prompt-injection defense
Takeaway — keep secrets in a vault, inject only through a skills gateway, and block exfiltration paths by default.
From Chat to Systems: a practical 4-level agent maturity model
Takeaway — move from ad hoc prompts to repeatable operational systems with clear governance and measurable outcomes.
Hello world from Axyz: why we are building agentic systems
Takeaway — concrete decisions, real trade-offs, and proof from execution. No decorative hype.
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