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Syncause Tech Blog

Explore the latest technology trends, best practices, and industry insights to fuel your technical growth journey.

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LLM + Observability RCA: Methods, Real-World Accuracy, and the Data Gap
October 3, 20255 min

LLM + Observability RCA: Methods, Real-World Accuracy, and the Data Gap

Over the past two years, large language models (LLMs) have begun to land in the observability space. Projects like ITBench SRE Agent and OpenDerisk are exploring automated Root Cause Analysis (RCA): feeding metrics, traces, and logs from distributed systems into a model that infers “which host, which service, which call chain” is most likely the root cause.

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How Syncause Makes RCA AI Agents Precise, Not Guesswork
September 29, 20255 min

How Syncause Makes RCA AI Agents Precise, Not Guesswork

Root cause analysis has always been the hardest part of incident response. Traditional observability tools often drown engineers in data without clear direction. Syncause combines AI reasoning with eBPF-powered causal signals to cut through the noise, helping teams restore services faster and with greater confidence.

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We Looked at 5 AI SRE Agent Products — Here’s What We Found
September 24, 20255 min

We Looked at 5 AI SRE Agent Products — Here’s What We Found

The AI Agent Market will expand to USD 42.7 billion by 2030 according to the latest research by MarkNtel Advisors. AI Agents are widely predicted to be the next big wave, and we’re already seeing them applied in Observability and DevOps—especially for incident management and root cause analysis (RCA). Since we’re also building a product in this space, this article is both our research notes and an open conversation with the community.

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