Theo Farrell

Six observability platforms compared on what actually catches silent agent failures.

Secure container registries by mapping controls to build, runtime, and distribution layers.

Autonomous coding agents act without human approval, exposing security gaps.

Establish governance and oversight infrastructure before rollout, not after the first incident.

Agents need tighter access controls than humans, and just-in-time provisioning is how.

Stateless agents scale effortlessly, but stateful ones remember what actually happened.

LLMs call external functions mid-inference to reason and act in loops.

Enterprises face distinct architectural tradeoffs as multi-agent AI adoption surges.

True agents reason and adapt; most enterprise deployments are just prompt chains.

LLMs return confident wrong answers while dashboards stay green.