Project ideas from Hacker News discussions.

OpenClaw is changing my life

📝 Discussion Summary (Click to expand)

1. OpenClaw is hyped but largely ineffective
Many commenters point out that the product’s claims are over‑blown and that the real‑world results are disappointing.

“It’s a shitshow.” – ricardobayes
“I deleted it and set up something much simpler.” – mikenew
“There is no evidence this is the case.” – enraged_camel

2. Security and prompt‑injection are major red‑flags
The discussion repeatedly highlights how OpenClaw’s unrestricted access can be abused, and that current mitigations are weak.

“The only real solution is to never give it untrusted data or access to anything you care about.” – habinero
“It can combine prompt injection with access to sensitive systems and write access to the internet.” – madeofpalk

3. The “manager‑in‑a‑box” narrative is misleading
Users argue that the idea of an AI that lets you “be a CEO” is a fantasy; real work still requires human oversight and the role of a manager is more complex than a chatbot.

“I’m not going to waste my time reading this AI‑generating post.” – phito
“You still have to jump into the project, set up the environment, open my editor and Claude Code terminal.” – yellow_lead

4. Lack of concrete examples or measurable results
Critics demand real code, projects, or metrics to back up the claims, and most posts fail to provide them.

“Show the code, the projects, or at least a tiny snippet of code.” – fullstackchris
“If you’re going to claim you built something, link to the repo or the product.” – charles_f

These four themes capture the core of the conversation: hype vs reality, security concerns, the unrealistic “AI manager” trope, and the absence of tangible evidence.


🚀 Project Ideas

Secure Code‑Assistant with Static Analysis & Test Generation

Summary

  • Automates code scaffolding, generation, and refactoring while preventing the “broken code” cycle described by nurettin and snowe2010.
  • Integrates LLM prompts with static analysis, unit‑test generation, and linting before committing changes.
  • Core value: developers get reliable, secure code without constant babysitting.

Details

Key Value
Target Audience Mid‑to‑senior developers, teams using LLMs for coding
Core Feature LLM‑driven code generation + automated static analysis + auto‑test scaffolding
Tech Stack Python, OpenAI/Anthropic API, ESLint/Flake8, PyTest, Docker, CI/CD hooks
Difficulty High
Monetization Revenue‑ready: $29/month per user or $199/month per team

Notes

  • nurettin complains “claude/codex starts shitting all over the code and you have to babysit it 100% of the time.” This tool eliminates that babysitting.
  • “The project gets large enough that if they touch one thing they break ten others.” – snowe2010. Our static analysis catches ripple effects before they happen.
  • “I never want to be one wayward email away from an AI tool dumping my company's entire slack history into a public github issue.” – madeofpalk. By running code through a sandboxed analysis pipeline, we prevent accidental data leaks.

Persistent Memory Manager for LLM Agents

Summary

  • Provides a structured, searchable memory store for LLM agents, solving the context loss and “shitting all over the code” frustration.
  • Enables agents to retrieve past code snippets, project docs, and conversation history reliably.
  • Core value: consistent agent behavior across sessions and devices.

Details

Key Value
Target Audience AI developers, product managers, power users of OpenClaw/Claude Code
Core Feature Indexed memory store with semantic search, versioned snapshots, and context injection
Tech Stack PostgreSQL + pgvector, FastAPI, LangChain, Docker
Difficulty Medium
Monetization Hobby (open‑source) with optional paid API tier

Notes

  • “It has a lot of files that it loads into its context for each conversation, and it consistently updates them.” – mikenew. Our system formalizes that pattern.
  • “I have to be a super manager.” – sshine. With persistent memory, agents can act like a real manager, remembering past decisions.
  • “I never want to be one wayward email away from an AI tool dumping my company's entire slack history into a public github issue.” – madeofpalk. By storing context locally and encrypting it, we mitigate data leakage.

Low‑Code AI Workflow Orchestrator for Non‑Technical Users

Summary

  • Lets users automate tasks like scheduling, email filtering, phone calls, and simple data entry without writing code.
  • Uses pre‑built connectors (Google Calendar, Gmail, Twilio, Zapier) and a visual workflow editor.
  • Core value: empowers non‑coders to build reliable, secure automation, addressing the “no practical use case” frustration.

Details

Key Value
Target Audience Small business owners, freelancers, non‑technical product managers
Core Feature Drag‑and‑drop workflow builder, secure token storage, audit logs
Tech Stack React, Node.js, PostgreSQL, OAuth2, Twilio, Zapier API
Difficulty Medium
Monetization Revenue‑ready: $9/month per user, $99/month per team

Notes

  • “I have to be a super manager.” – sshine. This tool gives that managerial power without coding.
  • “I never want to be one wayward email away from an AI tool dumping my company's entire slack history into a public github issue.” – madeofpalk. All data stays encrypted and only triggers actions you approve.
  • “I want a voice‑first interface.” – wiz21c. Voice‑to‑workflow integration is a core feature.

AI‑Driven Security Auditing Bot for Enterprise

Summary

  • Continuously scans codebases, configuration files, and data flows for prompt injection, malware, and compliance violations.
  • Provides actionable remediation reports and integrates with CI/CD pipelines.
  • Core value: addresses the “security situation around OpenClaw” and “prompt injection” concerns raised by kylegalbraith, veganmosfet, and madeofpalk.

Details

Key Value
Target Audience Security teams, compliance officers, DevOps engineers
Core Feature Static code analysis, prompt‑injection detection, malware sandboxing, policy enforcement via OPA
Tech Stack Go, Rust, OpenAI/Anthropic API, Docker, Kubernetes, OPA
Difficulty High
Monetization Revenue‑ready: $499/month per environment, enterprise licensing

Notes

  • “What’s the security situation around OpenClaw today?” – kylegalbraith. Our bot answers that proactively.
  • “Prompt injection is out of scope from the security policy.” – veganmosfet. We enforce that policy automatically.
  • “I never want to be one wayward email away from an AI tool dumping my company's entire slack history into a public github issue.” – madeofpalk. The bot blocks such leaks before they happen.

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