Navin Kumar's Work | ContraWork by Navin KumarNavin Kumar
AI Engineer building and automating systems
This is agrntfuse dashboard I built for detecting whent the agent goes rogue, drifted from actual goal or looping or doing something random work not actual task, so it dtects and tell how muc it cost the tokens and how much amount has been used up, and steer it back to the ctaula goal with a better reasoning model. AgentFuse is a logical circuit breaker for long-range autonomous agents. When an agent runs for hours without supervision, it fails quietly looping on the same tool call, drifting from its goal, stalling in logic traps, or burning tokens with nothing to show. AgentFuse acts as an independent supervisor that watches every tool call, route, and token in real time, and trips the moment one of these failure modes crosses a threshold. On a trip it freezes the run and asks a separate reasoning model to generate a steering correction, injects it back into the agent, and resumes or escalates to a human when recovery isn't safe. It ships as a framework-agnostic Python core with first-class OpenAI AgentKit support (plus OpenAI SDK and LangGraph), and a live observability dashboard that replays every trip and recovery. In short: autonomy that knows when it's going wrong and steers itself back.