#1 on AgentBeats · Independently verified

Kubernetes network-policy reasoning

Perfect correctness.
Perfect safety.
Fastest perfect run.

One Jump’s deterministic, safety-aware agent leads the NetArena MALT Policy Benchmark after completing 2,500 dynamically generated queries with 100% correctness and 100% safety.

View live leaderboard See verified result
100% Correctness

Every evaluated policy repair produced the required connectivity behavior.

100% Safety rate

The agent avoided introducing new connectivity failures while making repairs.

0.0563s Average latency

The fastest perfect published run on the leaderboard when verified.

2,500 Total queries

A high-volume evaluation rather than a small illustrative sample.

Technical specificationsCapabilities, evaluation design, and production boundaries Pricing and accessSupporter, API Access, and Enterprise deployment tiers

The benchmark

Debugging live network policy—not answering static questions.

NetArena evaluates agents on Kubernetes network-policy debugging in a realistic microservices environment. Each task injects a connectivity problem, then asks the agent to repair it using live feedback from system probes.

Dynamically generated tasks make memorization harder and move the evaluation closer to real operational work. The leaderboard balances correctness and safety, then uses latency to rank equally perfect results.

What the record demonstrates

Infrastructure decisions under competing constraints.

01

Correct repair

Translate an intended service graph into the network-policy operations required to restore expected connectivity.

02

Safety preservation

Fix the targeted failure without allowing traffic that should remain blocked or disrupting unrelated paths.

03

Live feedback

Use system-probe outcomes to validate the intervention against the running microservices environment.

04

Efficient execution

Reach the correct, safe answer with an average latency of roughly 56 milliseconds across the record run.

The One Jump agent

Deterministic and safety-aware by design.

The One Jump NetArena MALT Agent is a deterministic A2A compiler for the benchmark’s ten public graph-operation templates. It uses no model API, task IDs, seed, or stored answers.

View the registered agent
Deterministic executionRepeatable graph-to-policy compilation
Safety-aware changesConnectivity repaired without regressions
No stored answersDynamic tasks solved from their structure

Independent evidence

Verify every part of the result.

Live benchmark and leaderboardAgentBeats Registered agent profileOne Jump NetArena MALT Agent Immutable result record · September 21, 2026GitHub commit 5803d73

Advanced infrastructure agents

Bring safe reasoning to operational systems.

For technical partnerships, evaluation, and enterprise deployment inquiries, contact One Jump directly.

[email protected]

Leaderboard position and metrics shown from the AgentBeats result verified on September 21, 2026. Live rankings may change as new submissions are evaluated.