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Insights & Best Practices
Telemetry Pipeline Insights & Observability Best Practices
Articles, guides, and deep-dives on modern observability, telemetry pipelines, AI-era infrastructure, and reducing the cost of visibility at scale.
ObservabilityObservability Cost Optimization
10 Critical Principles for Successful Observability Platform Migrations
Migrating observability platforms is never just a technical lift-and-shift — it's a chance to eliminate debt, modernize your telemetry practice, and build an architecture that can handle the data volumes AI workloads are already generating.
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Telemetry Pipeline
Self-Assessment: Calculate Your Telemetry Pipeline Readiness Score
Not every organization needs a centralized telemetry pipeline — but this six-dimension self-assessment will tell you honestly whether you're already paying the complexity tax without realizing it.
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Telemetry Pipeline
Are You Ready for a Telemetry Pipeline?
Most organizations don't decide to invest in a centralized telemetry pipeline. They get pushed into it after cycling through increasingly painful DIY workarounds. Here's how to recognize where you are in that journey.
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Observability
OpenTelemetry and Intelligent Pipelines: Why Apica Bet Early on the Future of Observability
The observability industry's cost crisis isn't a pricing problem. It's an architectural one, and pairing OpenTelemetry with intelligent pipeline processing is how you flip the equation so costs scale with value, not volume.
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Telemetry Pipeline
5 Reasons You Need a Telemetry Pipeline
Spiraling observability costs and slow incident response usually aren't a tooling problem. They're a data routing problem, and a telemetry pipeline is how you fix it.
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Announcements
Apica Telemetry Pipeline at AWS re:Invent 2025: Powering AI, Security, and Cost Optimization in the Cloud
Apica is heading to AWS re:Invent 2025 to show how Flow tackles cloud observability at scale: cutting costs; strengthening security; and keeping AI and DevOps workflows running smoothly on AWS.
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Log Management
Top 7 Open‑Source Log Management Tools in 2025
Open-source log tools like Loki, SigNoz, and Fluentd are cheap to start with, but complexity and scale catch up fast. A breakdown of 7 options, and how Apica fills what's missing.
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Telemetry Pipeline
What is a Telemetry Pipeline? The Complete Guide
Observability costs are spiraling, data volumes are growing 250% annually, and most organizations are drowning in telemetry noise. Here's what a modern telemetry pipeline actually does and why it's no longer optional infrastructure.
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Uncategorized
Lightstep/Cloud Observability EOL: Keep Your Incident Management Workflows Running with Apica + ServiceNow
ServiceNow is retiring Cloud Observability (Lightstep) on March 1, 2026, and has confirmed there's no built-in replacement coming. Here's how Apica keeps your incident management workflows intact.
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ComplianceObservability
Understanding the EU Data Act: Strategic Implications for Enterprise Observability
The EU Data Act now requires data portability and is phasing out switching fees by 2027. Here's what that means if your observability platform runs on proprietary formats.
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Observability
Breaking the Observability Trap: My Vision for the Future of Telemetry Data Management
Why there's a need for a new approach to observability and data economics that puts enterprises back in control.
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How ToFluentbit
How to use Fluentbit for Production Log Gathering?
Learn how fluentbit works and how to configure fluentbit for production log gathering in this step-by-step comprehensive guide.
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