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AI-Driven Observability: Fast, Context-Rich MCP Servers

AI-Driven Observability: Fast, Context-Rich MCP Servers

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Christine Yen—developer-turned-CEO—explains why Honeycomb built an MCP server and why every observability vendor may follow. MCP, short for Model Context …
Context on Tap: How MCP Servers Bridge AI Agents and DevOps Pipelines

Context on Tap: How MCP Servers Bridge AI Agents and DevOps Pipelines

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Large language models can draft code or move artifacts, but without situational awareness they still trip over the basics. Cloudsmith …

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shift-left, developers, cloud security shift left
Beware the "Shove Left" anti-pattern. Simply dumping downstream tasks onto developers without changing the system is a recipe for burnout, inefficiency and failure ... Read More
“Shove Left” – Dumping Downstream Tasks Onto Developers – A Recipe for Failure
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AI
telemetry, devops, Grafana, APIs, Sumo, Veracode, telemetry data, New Relic, observability, Sawmills, AI, Mezmo, Cribl, telemetry data, Telemetry, Data, OpenTelemetry, observability, data, Good Cribl Splunk telemetry OpenTelemetry
Sawmills today emerged from stealth to launch a platform that makes use of artificial intelligence (AI) models to manage telemetry data more cost-effectively ... Read More
Sawmills Emerges From Stealth to Apply AI to Managing Telemetry Data
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CI/CD, building, Argo CD, pipeline, misconfigured, CI/CD, pipelines, pipeline, identity, zero trust, CI/CD, pipelines, AI/ML, database, DevOps, pipelines eBPF Harness CI/CD
Continuous integration (CI) and continuous delivery (CD) are essential for modern software teams, as there is now a need for fast feature delivery and high-velocity improvements. However, achieving high speed may be ... Read More
CI/CD Pipelines for Large Teams: How to Keep Velocity Without Breaking the Build
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