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Agent Research
Tier 6
OpenLIT
Summary
OpenTelemetry-native observability for LLM apps and agents: one-line instrumentation for traces, metrics, cost tracking, plus prompt management and a playground - GenAI observability on open standards.
Key Takeaways
- OpenTelemetry-native means agent traces join your existing stack
- Token/cost metrics belong in the same traces as latency
Reliability Note
Official repository of an actively maintained project.
Flows informed by this source
2Harness Engineering
Observability for Agent Runs
Instrument your agent like production software: traces, session replay, cost tracking, and failure analysis on open standards.
01Instrument spans across the loop
02Build session replay
03Track the economics
+1 more steps to Done
Best forbuilders who have shipped a basic app before
4 steps90-120 minutesIntermediate
Agent QA & Security
Secrets Hygiene in Agent Logs
Keep credentials out of prompts, tool outputs, logs, and traces: detection, redaction, and safe handling across the whole agent pipeline.
01Build the secret detector
02Redact at every capture point
03Inject real secrets safely
+1 more steps to Done
Best forbuilders who have shipped a basic app before
4 steps60-90 minutesIntermediate