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Find the gaps.
Evolve the agent.

Brizz is the Agent Evolution Platform. It reads every agent run, finds the gaps, and closes them with a pull request.

Point the SDK at the traces you already have. Live in minutes.

You measured everything you could think of. Then users showed up.

Evals measure what you anticipated. Real users reveal what you didn't.

Tracestrace 8f2a…
agent.run4.81s
llm.completion1.24s
tool.search_orders341ms
retriever.query88ms
tool.create_ticket512ms
llm.completion2.10s
http.request120ms
agent.handoff45ms
agent.run4.81s
llm.completion1.24s
tool.search_orders341ms
retriever.query88ms
tool.create_ticket512ms
llm.completion2.10s
http.request120ms
agent.handoff45ms

Observability tells you what happened

Not what to do next to improve.

1,248 agent runs / day
Abandoned
Escalated
Unsatisfied

The gaps are already in the agent runs

Thousands a day. Nobody can read them all.

D

@dana asked the assistant to export and it just can't do it

T

@theo it still doesn't support bulk edits?

N

@nora kept saying 'I can't help with that'

L

@leo no Notion integration yet? really?

A

@ava gave up and just did it manually

S

@sam can't schedule reports, kind of the whole point

Know about it before your users feel it

Don't allow your users to churn by the same gaps.

The agent evolution lifecycle

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See the full product flow →

Agents underperformin the real world.

Systematically learn from the gap between what the agent can do and what people actually need it to do.

  • Read what your users actually mean

  • Understand what they're trying to do

  • See the work before you commit

41226815296715238

Cancel an order mid-run

New feature412 runs

38% never start another run.

Use cases, by agent type →

Stop maintaining your agent.
Start evolving it.

Connect the traces you already have. The first gaps show up in the first run.

No credit card required. See how it works

import { Brizz } from '@brizz/sdk';

Brizz.initialize({
  apiKey: 'your-brizz-api-key',
  appName: 'my-app',
});
Reads the traces you already emit
Langfuse
OpenWebUI
LibreChat
Slack
Segment
Monday
Langfuse
OpenWebUI
LibreChat
Slack
Segment
Monday

Questions about evolving agents

A system that closes the gap between what your agent can do and what users actually need from it — continuously. Brizz reads every interaction the agent has, finds where it falls short, and ships the change. Analytics tell you what happened; an evolution platform changes the agent.

Evals measure what you anticipated. They score the cases you thought to write down, which is why a benchmark can sit at 94% while adoption goes flat. Brizz works from what real users tried to do, including the requests your agent quietly failed and nobody filed a ticket for. Evals stay useful — they just stop being the thing you check.

Observability tells you what happened: traces, latency, token spend. It doesn't tell you what to do next to improve. Brizz aggregates the same issue across dozens of agent runs, traces it to one root cause, and opens the fix as a PR.

Yes. When Brizz finds a gap it scopes the change — a prompt, a tool, a code path or a model change — and opens it as a PR with the agent runs that led to it attached as evidence. You review it like a teammate's PR and merge it. Nothing ships without your review.

Nothing new. Point the SDK at the traces you already emit — Brizz is OpenTelemetry-compatible and takes a few minutes to connect. If you aren't tracing yet, Brizz can do that part too.

Every interaction your agent has with the world: with humans, with software and tools, and with other agents. Most of what goes wrong never reaches a human — flaky tools, dropped context between agents, wasted spend — so all three sides get read.

Everyone who owns part of the agent. The same interactions get read eight ways — engineers see the failing call, product sees what users asked for and never got, FinOps sees which conversations earn the invoice, and support sees the friction before a ticket lands. See it for your role

Brizz is SOC 2 Type II and ISO 27001 certified, HIPAA compliant, and follows GDPR and CCPA requirements. Learn more

Yes. Brizz offers a free tier — sign up and connect your traces at no cost, no credit card required. Sign up free