Galileo Signals: Find Issues with AI
Introducing Galileo Signals
Find issues after first signal, not thousands
Galileo Signals finds problems before they cascade into disasters.
What is Signals?
Signals automatically detects failure patterns in your AI agents that are invisible to evals and manual searches. It proactively analyzes 100% of your production traces to surface unknown unknowns—security leaks, policy drift, and cascading failures you didn't know to look for. Unlike chat-with-logs features, Signals builds institutional memory across runs, getting smarter over time as it learns what matters in your system.
Introducing Galileo Signals: Find Problems Before They Cascade Into Disasters
The False Promise of "Chat With Your Logs"
You can only search for what you know to look for…
| Chat with Logs | The Promise |
|---|---|
| Just ask Questions | You can only search for known issues |
| Natural language debugging | By the time you think to ask, the damage is done |
| AI-powered search | Answers your questions, not what you SHOULD ask |
| Signals | What Actually Works |
| Proactive detection | Finds what you didn't know to look for |
| Zero search required | Issues surface automatically, prioritized |
| Prevention over investigation | Catches before you need to search |
The hard truth: AI failures are not a search problem
Chat-with-logs is Google for your data. But agents fail in unpredictable ways. Data leaks, timestamp issues, hallucination cascades, policy drift—these are things you'd never know to look for.
It's not a search problem. It's a detection problem.
Accelerate Your Eval Engineering Workflow
Go from observability to a complete system of evals.
100% Observability
Galileo Luna models enable cost-effective evals at production scale. Not 10% sampling. This is 100% coverage of your traffic.
Find Hidden Patterns
Signals analyzes your full dataset to detect unknown failures. Patterns you would never write evals for.
Instant Evals
A single click generates an LLM Judge from an identified signal. Go from "not knowing" to "never happening again" in an instant.
How it works
Analyze patterns from every log
Built on a proprietary lossless compression algorithm, Galileo Signals fits every new pattern into the context window of modern reasoning models.
Complete historical memory
Signals then accounts for every existing issue, allowing you to distinguish between new failures and new instances of previously known bugs.
It's like having a senior engineer looking at all of your logs 24/7
"The tools Galileo provides through its platform ensure that people can build the agentic systems they need, scale those systems, and do so in a way that not only improves user experience but also helps grow the companies and brands behind these products."
Mikiko Chandrasekhar
Staff Developer Advocate, MongoDB
Ready to start?
Get started in minutes with our free developer tier, or explore our enterprise features in a guided demo.
Flexible pricing
Start for free and upgrade when you're ready to customize your evaluations and scale your AI applications to production.