Launch week: every idea card is free.Get Pro

SaaS ideas, mined from what people actually complain about.

Every idea comes from real Reddit posts, was researched against today's competitors, and survived an independent skeptic before it made the list.

Large Codebase Context Loss

AI coding agents lose codebase context on large or growing projects, causing regressions, duplicated code, and wasted tokens.

In their words

one part of the HLD is completely wrong and “imagined”. Fixing that would make a massive change to the HLD.

r/developersIndia on Reddit

Spent entire Pro 20x weekly limit in 7 hours, which costs me 230 euros monthly

r/OpenaiCodex on Reddit

Before I can even start working i use about 10-30% of my quote (pro plan) just for Claude Code to read or understand my codebase.

r/ClaudeCode on Reddit

I'm already having problems where it forgets what was the last version it was working on. Or it breaks unrelated part of the project.

r/vibecoding on Reddit

if it cannot locate certain information, it appears to drift and incorporate information from unrelated projects or other nonrelevant sources

r/microsoft_365_copilot on Reddit

I can't be specific enough to use it reliably. The cognitive overhead is larger than what it would be if I just implemented feature x by myself.

r/antiai on Reddit

whenever I work with an Opus model I feel like I keep getting annoyed and facepalming due to its claims

r/claude on Reddit

Three months on, maybe half the edges are stale. The code moved and the graph didn't.

r/softwarearchitecture on Reddit

There must be SOME innovation happening that helps coding agents to REALLY nail the context and have all important details.

r/LocalLLaMA on Reddit

Most of my use is coding and working on the same messy project for hours.

r/LocalLLM on Reddit

Sol isn't grounding itself first before working?? I never ever had to explicitly ask 5.5 to ground itself.

r/codex on Reddit

when the task requires searching through many files, understanding old business logic... it hallucinates quite a lot and often gives long, off-track answers, which ended up wasting a lot of tokens unnecessarily

r/GithubCopilot on Reddit

it's like a slot machine after compacting the context, sometimes steps or other details just evaporate in thin air

Hacker News

I bounce between Claude Code and Cursor and half my friction is context not following me across tools.

Product Hunt

developers using AI agents

Where they talk

  • r/ClaudeCode
  • r/ClaudeAI
  • r/LocalLLaMA
  • r/codex
  • r/vibecoding
  • r/AI_Agents
  • r/LLMDevs
  • r/GithubCopilot

Tools they use today

  • Claude
  • Claude Code
  • Codex
  • Cursor
  • ChatGPT
  • Qwen
  • Gemini
  • OpenCode

Why those fall short

  • gets fixated, forgets whole context, breaks complex subsystems
  • hallucinates despite funnelled context; wrong HLD part imagined
  • model rewrites whole files, exceeds scope, ignores prompts
  • ignores architecture, duplicates functions, no test automation unless asked
  • hallucinates, ignores conventions, makes unrequested changes, needs full specs