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Pain points in business: what people struggle with
Search the problems to solve, as people described them on Reddit and other platforms, in their own words.
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AI Chat Context Resets
AI chat and assistant sessions lose project context between conversations, forcing users to repeatedly re-explain background, preferences, and decisions.
In their words
events from 100+ messages ago are often recalled incorrectly or not at all, even with backchanneling enabled
There needs to be a better way for it to reference previous turns so we can actually tell it what happened and when.
I noticed it was doing a lot of the same tasks over and over or it would completely start a new session and I would have to have it come back up to speed
Its so each AI session you don't have to re explain previous chats and it can get the information from the second brain.
Must remember customer history in NEXT conversation [e.g., user talked about divorce last week, bot should remember name, past issues, yoga preference next time]
I want to set persistent, project-specific custom instructions once so the tool knows my context and preferences every time, without re-explaining myself.
When Claude's context window is full and I have to start a new chat where it remembers nothing about me
Entire sessions wiped, multiple times an hour, no warning, no recovery.
I constantly have stakeholders tell me, "we need to remember that in the future" and "what was that thing I said 2 months ago with that 1 person?"
every time I start a new project or pick up a recurring task, I feel like I have to re-explain everything from scratch
after like ~120-140 messages, I notice severe degradation in Qwen Flash Next
Each session starts with zero knowledge of the last one... I've become the error-correction layer for my own tools.
Half of my work is telling claude how to behave.
I keep re-explaining my whole project to every new chat like it is our first date.
AI tool users
Where they talk
- r/ClaudeAI
- r/AI_Agents
- r/SideProject
- r/SaaS
- r/ChatGPTPro
- r/ChatGPT
- r/ClaudeCode
- r/ClaudeCowork
Tools they use today
- Claude
- Claude Code
- Gemini
- Obsidian
- Notion
- Claude Cowork
- Codex
- Perplexity
Why those fall short
- manual step; sloppy notes; doesn't fix context rot in-session
- does not retain context from documents without manual prompting each time
- no reprieve, constant engagement, manual session juggling
- no clean way to direct data; can't parse until master sheet created
- retrieval unreliable; no edit/delete; memory pollution and duplication
Map of ideas
Drawing the map…