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Bence Csáti

Raw Logs Get AI Triage Wrong. Every Time.

We gave a security agent raw, unnormalized vendor logs and asked it to triage a real attack scenario. Nine runs, zero correct. Here's why raw logs break AI triage — and what changes once the data is normalized and enriched.

Is it safe to put a frontier model in your product? Do LLM providers train on our company data? Do the same terms apply if you use Claude or Gemini via the consumer app, the developer API, or a cloud reseller?

Same model, three sets of rules: a 2026 privacy map for Claude, GPT, and Gemini

Claude, GPT, and Gemini follow different data rules via consumer apps, APIs, and cloud resellers. A 2026 privacy map of training and retention terms.

Learn how OpenTelemetry Collector's persistence mechanism reliably handles events like collector restarts or downstream unavailability, preventing telemetry data loss.

OpenTelemetry Collector persistence and retry mechanisms under the hood

Does the OpenTelemetry Collector lose data on restart or a downstream outage? How its persistence and retry mechanisms really work — and how to configure them.

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