sentinel-realtime
sentinel-realtime is an Apache-2.0 Python package for distinguishing root causes from symptoms in UAV telemetry. It provides a realtime detector tier and an evaluation harness for assessing LLM agent judges, with support for ArduPilot and MAVLink workflows.
Overview
7 featuressentinel-realtime sits in PulseGate's LLM evaluation & benchmarks category. It focuses on identifying the underlying causes of UAV telemetry issues instead of treating symptoms, while evaluating LLM-based diagnostic agents. sentinel-realtime is an open-source project aimed at UAV developers and engineers building telemetry diagnostics or evaluating LLM agents. sentinel-realtime is open source under the Apache-2.0 license. sentinel-realtime is available on the command line, and it can be self-hosted.
Rahul Rajelli builds and maintains sentinel-realtime, and it first shipped in 2026. Development happens publicly on GitHub with 68 commits in the last 90 days. Key capabilities include realtime detection, telemetry analysis, and root-cause analysis.
Summary written by a language model from the project’s public pages.
- Realtime detection
- Telemetry analysis
- Root-cause analysis
- Evaluation harness
- LLM agent judging
- MAVLink support
- ArduPilot support
Built with & integrations
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed16 Aug · 08:17 UTCsentinel-realtime verified via PyPI Bulk EnumeratorSource: PyPI Bulk Enumerator · Open
Frequently asked questions about sentinel-realtime
- What is sentinel-realtime?
- Sentinel-realtime focuses on identifying the underlying causes of UAV telemetry issues instead of treating symptoms, while evaluating LLM-based diagnostic agents. It is catalogued under LLM evaluation & benchmarks on PulseGate.
- Who should use sentinel-realtime?
- sentinel-realtime is an open-source project built for UAV developers and engineers building telemetry diagnostics or evaluating LLM agents.
- Does sentinel-realtime have a free plan?
- Yes — sentinel-realtime is open source under the Apache-2.0 license and free to use.
- What platforms does sentinel-realtime run on?
- sentinel-realtime runs on the command line. It can also be self-hosted.
- Is sentinel-realtime still maintained?
- The GitHub repository shows 68 commits in the last 90 days.
- What projects are similar to sentinel-realtime?
- Similar projects tracked by PulseGate include nengok, LeMans, and PingPrompt.nengokLeMansPingPrompt
- Who develops sentinel-realtime?
- sentinel-realtime is developed by Rahul Rajelli.
- When did sentinel-realtime launch?
- sentinel-realtime first shipped in 2026.
Also in LLM evaluation & benchmarks
Same category — not a similarity match