Aegara Trace connects to the AI tools your organization already uses. Native adapters for every major provider, automatic detection, and zero-latency instrumentation.
Whether you wrap a client, register a callback, or post events yourself, Aegara Trace has a path that works. All three run inside your own environment.
Wrap your AI client in one line. Aegara auto-detects the provider and captures every call with zero latency impact.
Drop in the Aegara callback handler. Captures LLM calls, tool invocations, chain orchestration, and retriever queries across any provider LangChain supports.
Submit AI Action Events yourself over REST. Full control over what each event records, for pipelines and runtimes no wrapper fits.
Aegara automatically recognizes which AI provider your team is using. No configuration, no setup, no code changes beyond the initial integration.
One callback handler covers every provider LangChain supports, now and in the future. Works with LangChain, CrewAI, AutoGen, and any framework that uses the LangChain callback interface. No import of LangChain required.
Every step in an agent workflow is captured as a linked event in a single trace. See exactly what your agent read, processed, called, and returned.
No matter the provider, framework, or integration method, every AI action flows through Aegara and into your dashboard.
Live activity feed across all AI systems
Full action chains for any AI workflow
Immutable, append-only event log
Regardless of the provider or model, Aegara normalizes all activity into six fundamental behaviors. This is what makes cross-system analysis possible.
RAG document retrieval, audio transcription, email thread reads
Chat completions, summarization, embeddings, text generation
Image generation, speech synthesis, document drafting
Tool use, function calling, API invocations via AI agents
Conversation memory writes, vector store updates, cache saves
Chain orchestration, agent routing, workflow branching
Aegara monitors behavior, not content. Prompt and response content never reaches Aegara on any integration path, and API keys are never captured. Values inside tool calls are checked for sensitive data on your side of the line, in your own environment, and only the verdict is sent: which field, which pattern matched, how sensitive. The values themselves never leave your process. The behavioral record is built there too, and only that record is sent.