Raindrop
Agent monitoringGet alerted when a metric drifts from its normal range.
Get signals on every behavior you classify.
Hand the evidence to your coding agent, and turn the failure into an eval.
Raindrop vs Brizz
Raindrop tells you when your agent changes. Brizz tells you what to change.
Raindrop alerts you when your agent's behavior changes. Brizz finds what should change, even when nothing moved, and makes the fix.
Choose Brizz if you need…
- What to improve next, found every day
- What users come to your agent for, grouped for you
- The gaps between what users ask and what your agent can do
- Redos and give ups, caught as silent failures
- The cost of every issue, for each user it affects
01how each one works
How each improves your agent.
brizz
Agent evolutionFind what users want, the gaps in what your agent can do, and the failures that raise no error.
Rank every issue by its impact and the value of fixing it.
Get a PR to approve, and a flag if the issue comes back.
02capabilities
Raindrop and Brizz, side by side.
Capability
Raindrop
brizzFindWhat can be improved
IntentsFinds what users are trying to do, automatically.
◐
✓
Capability gap detectionFinds the gaps between what users ask and what the agent can do, apart from failures.
◐
✓
Issues ranked by impact, with root causeFinds failures and issues automatically, scores each by its impact, and says why it happens.
◐
✓
Shows which users and accounts struggleNames the users and accounts having a bad time.
◐
✓
Finds wasted spend and what fixing it savesFinds wasted spend and latency, and puts a number on what fixing it saves.
◐
✓
RankWhat to fix first
Agent Health ScoreOne score for the agent that every issue is ranked against.
×
rates per signal✓
Raindrop: rates per signalCost per issue and per userShows what each issue costs, per issue and per user.
◐
✓
Predicted future gainForecasts what fixing each issue is worth, before you fix it.
×
✓
FixA PR to approve, and its impact verified
Fixes delivered as pull requestsOpens a small pull request in your code for the issue, which your team reviews and approves.
◐
✓
Verify the impact of each fixChecks in production that a shipped fix worked, and flags an issue that comes back.
◐
✓
Works in Slack
✓
Slack triage agent✓
Raindrop: Slack triage agentReadEvery interaction
Conversation as the unit of analysisReads each conversation or run as a whole.
✓
behaviors you name✓
Raindrop: behaviors you nameQuality metrics on every session
✓
per signal✓
Raindrop: per signal Full Partial Not offered
Source · Spotted something? Tell us at contact@brizz.ai
Raindrop and Brizz, answered
Raindrop tells you when your agent changes. It scores every event for the behaviors you pick and opens an issue when a metric leaves its forecast. Brizz tells you what to change. It finds what users want and what they ask for that the agent can't do, ranks each issue by impact and the value of fixing it, opens a PR you approve, and follows up to show the fix worked.
Raindrop alerts you when behavior leaves its normal range. Brizz looks for what to change next, including when nothing moved: what users ask that the agent can't do yet, what they want that nobody listed, and what costs the most.
It reports the gaps it notices, through a tool you add. Brizz reads what users asked for, finds gaps the agent may not notice, and ranks each one by how many runs and users it reaches.
Yes. Brizz opens a small PR built from the evidence and connected to your code, and your team approves it. You can also hand the issue to your own coding agent. If the issue comes back, Brizz reopens it.
See what Brizz finds in your agent.
Brizz finds what to fix in your agent, ranks it, solves it, and verifies the impact.
Integrates with the stack you already have