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Overview
Trace. Debug. Repeat. vLLora integrates seamlessly with frameworks like LangChain, Google ADK, and OpenAI Agents — providing unified tracing, cost tracking, and runtime observability across every model call.
News
Introducing Lucy: Trace-Native Debugging Inside vLLora vLLora - Debug your agents in realtime
Lucy is a built-in assistant that reads your traces, diagnoses agent failures, and suggests concrete fixes in seconds.
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Silent Failures: Why a "Successful" LLM Workflow Can Cost 40% More
Your agent returns the right answer. The status is 200 OK, and the user walks away satisfied. On the surface, everything looks fine. But when you check the API bill, it doesn't line up with how simple the task actually was. LLMs are unusually resilient. W
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Introducing the vLLora MCP Server vLLora - Debug your agents in realtime
Inspect traces and debug AI agents directly from your IDE using MCP tools.
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Debugging Agents: Why Prompt Tweaks Can't Fix Stale State vLLora - Debug your agents in realtime
A post-mortem where an agent faithfully executed outdated map coordinates despite correct prompts. The fix required synchronizing frontend viewport state, not better prompt engineering.
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Building AI-Powered Image Generation with OpenAI-Compatible Responses API vLLora - Debug your agents in realtime
Learn how to build an AI-powered application that combines web search and image generation using the Responses API with Vllora LLM client in Rust.
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