Working write-ups from the engineers at Bytevon — how we govern agent-to-agent trust, turn goals into observable plans, secure the systems we build, and keep all of it in plain sight. No thought-leadership. Just how the systems we ship actually run.
When agents delegate to other agents, an implicit handshake is a liability. We walk through machine-readable A2A policy — discovery, trust negotiation, and enforceable delegation at the agent boundary.
Two ways to give an agent domain knowledge, constantly confused for each other. Here is the practical decision tree we use on real projects — and why retrieval wins more often than teams expect.
The Model Context Protocol lets any agent use your tools through one interface. That convenience is also a risk surface. Here is how we expose MCP servers behind policy, scope, and audit.
End-to-end autonomy is a black box no one can audit. We make the case for structured plans — observable, pausable, and revisable mid-execution — as the unit of agent work.
When data cannot leave the building, cloud AI is off the table — but agents are not. Here is the fully on-prem, open-source architecture we run for a regulated engineering customer.
Fleets introduce a new attack surface: compromised agents, privilege escalation, and opaque tool use. Here is the identity, sandboxing, and immutable-audit model we run.
You cannot operate what you cannot see. We cover the structured telemetry we instrument into every agent, plan step, and policy gate — and how a team steers a live fleet from it.