Agentic AI
A modular multi-agent AI system that diagnoses software issues through specialised reasoning agents, confidence estimation, semantic retrieval and intelligent orchestration. Rather than asking one LLM to solve everything, StackFix delegates work to independent AI specialists that collaborate towards an accurate solution.
Traditional RAG systems rely on a single reasoning pipeline. StackFix explores a different engineering philosophy. Instead of one intelligent model performing every task, multiple specialised AI agents independently analyse, evaluate and coordinate towards a final recommendation. This mirrors how engineering teams actually solve complex technical problems.
Interactive demonstration of the StackFix AI agent workflow.
Improves ambiguous technical questions before retrieval.
Estimates retrieval reliability before reasoning.
Selects the optimal reasoning path.
Synthesises retrieved evidence into grounded responses.
UI screenshots of the StackFix system.
