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Honeycomb

INFRA · APIS
Velocity7.5

Honeycomb bets that the agent, not the engineer, should notice the anomaly first

anomaly-detectionmcpcanvasagentic-observabilityonboardingactivity-log
◆Current state
Honeycomb is building two surfaces in parallel: Canvas, its agentic investigation workspace, and the MCP server that lets outside agents query Honeycomb. This window adds Anomaly Detection in open beta, MCP-driven onboarding that auto-instruments a codebase, telemetry stats in the Activity Log, and write access to Triggers, SLOs and Boards from Canvas. Activity Log itself reached general availability at the start of the window.
◆Where it's heading
The centre of gravity is moving from asking better questions to being told what changed. Anomaly Detection removes the requirement to define thresholds or write queries at all, and Canvas edits mean the agent can propose changes to alerting config, gated by human approval. MCP is becoming the front door for both onboarding and querying — Honeycomb is positioning its data as something an agent operates rather than a dashboard an engineer reads.
◆Prediction
Anomaly Detection should widen beyond error rate and presence to latency and volume signals as it moves toward GA, and MCP onboarding will likely become the default path for new teams.

◆Recent moves

  1. 1d ago

    New: Onboard with Honeycomb MCP

    Onboarding moves into the MCP server: connect a codebase, get auto-instrumented through a guided prompt, and query without leaving the coding environment. It attacks instrumentation, the longest-standing barrier to observability adoption, using a surface Honeycomb already shipped.

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  2. 2d ago

    Anomaly Detection: Now in Beta

    ⚡ SPARK

    The clearest statement yet of where Honeycomb is heading: detection that runs on its own, feeding the agentic investigation surface the company has been assembling in Canvas.

    View source ↗
  3. 7d ago

    Activity Log now includes telemetry stats

    Event volume, rejections and errors become a queryable dataset, extending Activity Log from an audit record into a way to monitor the pipeline into Honeycomb itself. Data only accumulates from August 4 forward, so there is no history to look back on yet.

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  4. 13d ago

    Edit Triggers, SLOs, and Boards in Canvas

    Canvas gains write access to Triggers, SLOs and Boards, with human approval required and automatic investigations explicitly excluded. A deliberate step toward letting the agent change configuration rather than only read it.

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  5. 14d ago

    Honeycomb Canvas Connectors: Now in Beta

    ⚡ SPARK

    Connectors mark the point where Canvas stops being a Honeycomb-only surface — the arc that both Anomaly Detection and MCP onboarding feed into.

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  6. 18d ago

    Authorize multiple teams through OAuth.

    MCP clients can authorize against several teams at once with per-team read and write permissions, a practical fix for consultancies and platform teams working across environments.

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