How Honeycomb Private Cloud Drinks From the Fire Hose
From the source: Honeycomb BlogThis post walks through how the Honeycomb Private Cloud team built an automated drift report, refactored their own config to make diffing possible, and layered on an AI triage skill to keep pace with changes across the org, plus the guiding principles that made the automation trustworthy.
Read the full story on Honeycomb BlogHave you worked with this?
The story is what was announced. Nobody has discussed it yet, so if it touches your team, a short post about what you’ve seen helps the next reader.
More from Honeycomb
Recent updates from Honeycomb, so you can tell whether this is a one-off or part of a pattern.
Dr. Cat Hicks on the Psychology of Software Teams
Dr. Cat Hicks, author of The Psychology of Software Teams and founder of Catharsis, joins Charity Majors for episode two of Leading With Observability. They talk organizational trust in AI, identity threat among developers, and how leaders can create the structure that reduces anxiety in this new era.
A Peek Behind Our UI Refresh
Sol walks through the reasoning behind a recent UI refresh: softer shadows and rounder corners, a new magma-inspired heatmap color ramp tuned for dark mode and accessibility, and small polish that makes a dense product feel calmer.
Agents Need Context: Introducing Canvas Connectors, Fleet-wide AI Agent Visibility, and More
Canvas agents can now read your code, incidents, runbooks and tickets, to get to the right solution, first time. Also new: AI Ecosystem and LLM cost tracking in early access, Anomaly Detection GA, and onboarding from your coding agent.
More in Observability
What other companies in Observability are doing. The category page shows who’s active, side by side.
How we extended Apache DataFusion to execute one query across many machines
Learn how Datadog built Distributed DataFusion to scale interactive Apache DataFusion queries across multiple machines.
How to Propagate OpenTelemetry Trace Headers Over AWS Kinesis: Part 3
Pair Kinesis PartitionKey with ExplicitHashKey to propagate OpenTelemetry trace context while keeping records on their original shards and preserving order. The post How to Propagate OpenTelemetry Trace Headers Over AWS Kinesis: Part 3 appeared first on LogicMonitor .
AI Agent Observability: The 8 Best Tools for Production Agents
Compare the top AI agent observability tools for production, tracing, evaluation, and cost, and see which type of platform actually fits the gap you have.
9 Incident Management Tools Behind Faster MTTR
Compare the top incident management tools for engineering and DevOps teams, coordination, escalation, and the detection layer that determines how fast they work.



