Agent Infra: Telemetry, Control Planes, Memory, Inference, Secrets

DARP: Durable Activity Record Protocol. DARP defines a small open protocol for agents to emit short, privacy-preserving activity records consumed by apps like Factory Log. Outcome engineers get a standardized telemetry stream for agents, making artifacts auditable and interoperable and simplifying shipping and documentation (Principles 08, 13).

A deep dive into T3 Code. T3 Code gives developers a local control plane that unifies multiple coding agents across browser, desktop, and mobile. A unified control plane reduces integration friction and surfaces orchestration primitives you can build on when turning agents into reliable developer infrastructure (Principles 09, 06).

I accidentally turned LLM memory into program analysis. Jordy Zomer transforms LLM memory into an incremental Datalog program analysis to maintain derived facts and prevent stale conclusions during long vulnerability investigations. This is a concrete pattern for grounding agent state and making memory auditable, which helps preserve Ground Truth and legible landscapes for long-running agent workflows (Principles 02, 06).

vLLM v0.28.0. vLLM ships Kimi-K3 optimizations, speculative decoding, memory sharding, and ROCm support to massively speed multi-GPU inference. Faster, cheaper multi-GPU inference changes how you architect orchestration and resource allocation for agent fleets, shifting tradeoffs between latency, cost, and model fidelity (Principles 09, 12).

Use 1Password Developer Environments with Cursor. 1Password’s Cursor plugin mounts Developer Environments via FIFOs and enforces pre-exec checks to keep secrets off-disk and prevent misconfigured runs. Treating secrets as part of the gate, this shows a pragmatic pre-exec validation model you can adopt to stop agents leaking credentials and to harden CI/CD and runtime agent safety (Principles 10, 14).