databuff: Open-source, AI-native ,OpenTelemetry-native APM tool , with multi-agent root-cause analysis across traces

Last updated: 2026-08-22 · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 54/100

Flagged: sudo usage. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

aiai-nativeaiopsapmapplication-monitoringdevopsdistributed-tracingebpfjavallm-observability

Quick Facts

Stars	600
Forks	120
Language	Java
Category	Agent Tool
License	AGPL-3.0
Quality Score	54/100
Open Issues	13
Last Updated	2026-08-22
Created	2026-06-18
Platforms	java
Est. Tokens	~16k

About databuff

   DataBuff — AI-Native APM Built On Opentelemetry Mission: build the strongest OpenTelemetry APM backend AI-native · OTLP-native · multi-agent out of the box · self-hosted traces, metrics, topology Live Demo  ·  Documentation  ·  Open Source APM  ·  简体中文  ·  Community <img src="docs/images/databuff-demo-en.gif" alt="DataBuff demo: AI chat, servic

Compatible Skills

These tools work well together with databuff for enhanced workflows:

kieker — semantic(0.41)+rare_topics+same_lang+similar_pop+shared_platform (63%)
signoz — semantic(0.47)+complementary+rare_topics (56%)
reshapr — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (56%)
agent-skills — semantic(0.30)+complementary+rare_topics+similar_pop (54%)
opsrobot — semantic(0.30)+complementary+rare_topics+similar_pop (54%)

databuff alternative? Top 6 similar tools

Looking for a databuff alternative? If you're comparing databuff with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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Langtrace 🔍 is an open-source, Open Telemetry based end-to-end observability tool for LLM applications, prov
clawmetry by vivekchand · ⭐ 436
See your agent think. Zero-config observability & governance for 30 AI agent runtimes: Claude Code, OpenAI Cod
aura by mezmo · ⭐ 412
AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs,
nudgebee by nudgebee · ⭐ 400
Unified CloudOps platform with AI-SRE, AI-FinOps, AI-K8sOps, and the Agentic Automation Builder without fragme

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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