RESEARCH & RUNTIME LOG

Engineering the deterministic agent runtime.

In-depth systems architecture, Firecracker isolation benchmarks, and distributed runtime telemetry from the core team.

Benchmarks

Achieving Sub-38ms Median Routing Overhead Across Heterogeneous LLM Clusters

An architectural deep-dive into how speculative edge-routing pipelines and warm connection pools eliminate runtime jitter during multi-agent consensus loops.

Dr. Elena Rostova

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7 min read

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Aug 14, 2026

Benchmarks

Achieving Sub-38ms Median Routing Overhead Across Heterogeneous LLM Clusters

An architectural deep-dive into how speculative edge-routing pipelines and warm connection pools eliminate runtime jitter during multi-agent consensus loops.

Dr. Elena Rostova

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7 min read

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Aug 14, 2026

All Systems

Architecture

Benchmarks

Security

LATEST DISPATCHES

Architecture

Zero-Overhead Linux Sandboxing: Orchestrating Firecracker MicroVMs at 0.8ms Boots

How we bypass Docker container isolation overhead by provisioning dedicated kernel-level microVMs for untrusted Python and bash tool execution.

Marcus Chen

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5 min read

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Jul 28, 2026

Security

Sub-4ms Prompt Injection Neutralization with Compiled Rust Automata

Evaluating compiled regex state machines against adversarial jailbreaks before tokens reach model execution contexts.

Sarah Jenkins

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4 min read

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Jul 12, 2026

Benchmarks

Stateful Hibernation & Resumption in Multi-Hour Agent Workflows

Event-sourcing agent memory trees to disk to achieve zero compute spend during asynchronous human-in-the-loop validation steps.

David K.

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6 min read

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Jun 30, 2026