AI-agent observability and evals · Verdict-first · OTLP-native

Know which agents are getting better — and which are just getting expensive.

A ranked performance brief for your agents — outcomes, cost, and quality kept separate, evidence one click away. Every week, in your dashboard, from the moment you've said what success means.

Private beta · invite-only · launching Q4 2026

Cost and traces from your first instrumented run. A ranked brief once you've told Morse what success means.

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Demo org · illustrative data · tap to enlarge

Step 1/6 Your weekly ranked brief: which agents need attention, and why.

Agents run the work. People own the outcome. Morse is the brief in between.

Built for teams where agents do real work in production and a person still answers for it.

  • Agents in production, doing work your customers depend on.
  • One person who defines success and confirms it.
  • A weekly brief neither of them wrote.
We don't train on your dataEvery figure shows its coverageThin evidence is withheld, not guessedHow Morse stays honest →

The gap

Spend, traces, and evals each know a third of the story.

Today

Your AI bill is climbing. Are your agents getting better?

You built agents that qualify leads, summarize documents, route support tickets. They run. But are they getting cheaper, better, or quietly worse?

Model consoles show spend. Traces show executions. Eval results show sampled behavior. None, on its own, ranks which production agent needs your attention now.

With Morse

Performance brief first. Traces on demand.

  1. One ranked list, not three tabs. Outcomes, spend, and sampled quality are read together to say which agent to look at first.
  2. Success is what you define. Rates are judged on outcomes you've labeled — a clean trace doesn't count as a win.
  3. Thin evidence is called out, not papered over. When there aren't enough labeled outcomes, the brief withholds the verdict instead of guessing.
  4. Separate lanes, no fused score. Each signal keeps its own coverage, so you can see what moved and why it ranked.

A verdict is a ranked performance brief — not a blended cost × eval metric. Morse keeps each evidence lane visible so you can judge what moved and what still needs review. Why Morse ↓

Why Morse

Trace-first tools show you everything. Morse tells you where to look.

Trace-first tools are built to record everything and answer instantly. The ranking, the doubt, and the anatomy of the prompt are left to you. Morse was built the other way round.

  • Trace-first tools: Per-trace detail; “which agent first?” is still your call

    One ranked brief across every agent, with the evidence behind each line

    See the sample brief →
  • Trace-first tools: A number even when the data can't carry it

    A verdict that refuses: no fabricated red, no $0 where cost can't be confirmed, “inconclusive” below the sample size

    See a withheld row →
  • Trace-first tools: The prompt logged as one blob

    The context window segmented at the SDK — which part is growing, and which tool call caused it

    Docs ↗
  • Trace-first tools: An empty infra tab, no explanation

    DB and HTTP spans and logs joined into the agent trace when your propagation carries them — and a verdict on why they're missing when it doesn't

    Docs ↗
  • Trace-first tools: A clean trace counted as a win

    Success is the outcome you define and confirm; cost is per confirmed success

    See the sample brief →

Weekly ranked brief

Which agents need attention first, why, and what to inspect — withheld where the evidence can't carry it.

Docs ↗

Cost per confirmed successful outcome

Spend divided by successes you confirmed — never by guesses — with its coverage beside it.

Docs ↗

A verdict that refuses

A neutral “baseline forming” instead of a fabricated red; nothing instead of $0; “inconclusive” below the sample size; “Needs review” when an investigation's evidence is thin.

Docs ↗

Also built in: failures to test cases in one click, regression comparisons with real statistics, a first-pass investigation on every alert, context-window profiling, composite AI + infra alerts, business-metric SLOs, memory on/off comparison, tool-cost accounting, a copilot and a read-only MCP endpoint. All features →

Private beta · invite-only · launching Q4 2026

Connect Morse

Three steps from first trace to first brief.

Traces and cost from the first instrumented run. The brief once you've said what success means.

  1. 1

    Instrument

    Add the SDK — Python or TypeScript — or point an OpenTelemetry exporter at Morse. Typed agent, LLM, tool, HTTP, and database spans start flowing; telemetry batches asynchronously and never blocks the request.

    AnthropicVercel AI SDKOpenAI AgentsLangGraphLangChainor plain OTLP
    pip install morse-ai
    import morse_ai
    
    # One line — reads MORSE_API_KEY from your environment
    morse_ai.init()
    
    # Cost, quality, and traces appear as your agent runs

    Invites arrive by email during private beta; your API key is under Settings → API Keys. No credit card, now or at launch.

  2. 2

    Map success

    Tell Morse what a successful run is for each agent — a confirmed booking, an extraction that passed validation, a ticket routed to the right queue. Outcomes can be labeled from your code, confirmed in the UI, or both. This is the step the brief is built on.

  3. 3

    Read your first brief

    Start with the ranked list. Open a trace when you want to check the evidence. Next week's brief tells you whether the change helped.

    Demo org · illustrative data

    1. data-extractor45.2% · -8.1 ptsNeeds attention
    2. code-reviewer72.4% · +0.0 ptsWorth watching
    3. triage-agent79.4% · -11.9 ptsWorth watching

Ask from your editor over MCP — read-only, org-scoped.

SlackPagerDutyEmailIn-app
Building on Claude? See how Morse instruments the Anthropic SDK — streaming, tool use, cache tokens, memory →

Pricing at launch — Free: $0 · 5 agents · about 12,000 agent runs a month · 30-day retention · no credit card. Plans from $29/month.

Full pricing →

Private beta

Join the waitlist

Your name and work email are all it takes. We'll tell you the day it opens.

We're working with a small number of design partners. If you run agents in production and want a founder-reviewed performance brief, say so when you join the waitlist.

Request a founder-reviewed brief
What brings you here?

We use this only to reply and to tell you when Morse opens. No newsletter, no reselling.

A founder-reviewed brief

Tell us about the agents you run. The founder reads every answer.

Agents in production
Monthly agent runs
Do you have a business outcome you could label as success?

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