Reflexio

Reflexio is a Product Hunt listing on Launch Llama with 275 total upvotes, founded by Guangyu Yang, Yi Lu, and fmerian who joined in Sep 2026, compared against 6 alternatives.

About

Reflexio makes AI agents better with every interaction. When users correct an agent, a path fails, or something works particularly well, Reflexio turns that experience into behavior the agent can reuse next time. Instead of leaving valuable lessons buried in logs, your agent continuously learns what to repeat and what to avoid — with every learning visible, testable, and reversible. Reduce task failure rate by more than 30%, while saving tokens by more than 60%.

Launch Llama's Take

Based on Launch Llama data as of October 2026

Reflexio has 275 upvotes, including the votes it received on Product Hunt. It has been listed on Launch Llama since September 2026. No Launch Llama members have upvoted it yet and it has no reviews yet.

Key Features

• Extract learnings from user corrections and agent failures automatically
• Store and retrieve learned behaviors at inference time without retraining
• Score and evaluate each learned behavior against control responses
• Resolve conflicting learnings through automated de-duplication
• Integrate into existing agents via lightweight SDK without rewriting code

Use Cases

• Customer service agents that need to handle multiple issues in one interaction instead of repeating mistakes
• Production AI agents that must reduce task failure rates and improve accuracy over time

Pricing

Alternatives

AxonFor AI teams: Axon grades your agents' real conversations with LLM judges so you fix performance issues with cited evidence.MemoriFor AI engineers: Memori builds structured long-term memory from agent execution so you reduce inference costs by 95% Memori keeps the workflow clear so you ship outcomes with less busywork.Semos.ai Manager AgentsAI agents purpose-built for managersHumalikeFor AI builders: Humalike provides behavioral APIs and models for humanlike agents, so your AI fits naturally into conversations and takes proactive action.Agnost AIFor AI teams: Agnost AI discovers silent failures and behavior drift in production agents so you fix issues before users churn.DataGrout For AI engineers: DataGrout provides deterministic numeric tools,sequences, statistics, regressions, outlier detection,in-process with zero LLM credits so results are reproducible.