# How Hindsight Helped My Agent Remember Rejected Solutions

Deviprasad Reddy — Sun, 17 May 2026 05:31:34 +0000

The Problem With Most Support Agents

Most customer support agents respond like every conversation is the first conversation.

A customer complains.
The support team responds.
The customer rejects the solution.
A few days later, the same customer returns with another issue.

The agent forgets everything.

That was the main problem I wanted to solve while building ResolveMate.

ResolveMate is a customer support agent that remembers previous complaints, rejected solutions, preferred tone, and earlier resolutions before generating a response.

Instead of generating generic replies every time, the agent uses memory to produce more context-aware support responses.

What ResolveMate Does

ResolveMate stores:

customer complaints
previous resolutions
rejected solutions
preferred response tone

When the customer returns, the agent recalls that information before generating a new support reply.

The core idea is simple:

No memory → generic response
Memory recall → personalized response



## 3. Add screenshot placeholders

Use markdown like this:

markdown
![No memory response]

![Memory-based response]

GitHub Repository:
https://github.com/Dev16821/resolvemate

DEV Community: Deviprasad Reddy

# How Hindsight Helped My Agent Remember Rejected Solutions

The Problem With Most Support Agents

What ResolveMate Does