كل الفرص

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90درجة
r/ClaudeCode
Usage-based SaaS (per 1k requests) with Enterprise tiers.
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Enterprise LLM Firewall API

A drop-in API service that acts as a low-latency firewall between user inputs and enterprise LLMs. It uses small, specialized local models to detect and block prompt injections, jailbreaks, and off-topic requests before they consume expensive compute on the main model.

عرض على Reddit
اكتُشف 20 أبريل 2026

تفصيل الدرجة

شدة المشكلة8/10
الاستعداد للدفع9/10
سهولة البناء5/10
الاستدامة7/10

التمايز

منظورنا
There is a critical lack of 'plug-and-play', low-latency prompt injection firewalls. Enterprises are deploying vulnerable bots because securing them requires custom engineering and expensive secondary model checks.

أصوات المجتمع

اقتباسات حقيقية من تعليقات Reddit ألهمت هذه الفرصة

  • I can't believe how stupid engineers are working for these big corporations. I have guardrails on my agentic chat bots.
  • How do people deploy things that are this bad, at this level?
  • How they leave the prompt open for such things..
  • You are tagged or they are hardening the system prompt as we speak
  • My best results were when I had a lightweight AI told to red team and pre-inspect the prompt before handing it off to the main model I was using. But it's time consuming and expensive overall.

خطة العمل

تحقق من هذه الفرصة قبل كتابة الكود

الخطوة التالية الموصى بها

ابنِ

إشارات طلب قوية. ألم حقيقي واستعداد للدفع — ابدأ ببناء نموذج أولي.

مجموعة نصوص صفحة الهبوط

نصوص جاهزة للنسخ، مبنية على لغة مجتمع Reddit الحقيقية

العنوان الرئيسي

Enterprise LLM Firewall API

العنوان الفرعي

A drop-in API service that acts as a low-latency firewall between user inputs and enterprise LLMs. It uses small, specialized local models to detect and block prompt injections, jailbreaks, and off-topic requests before they consume expensive compute on the main model.

لمن هو

لـ Enterprise engineering teams, AI product managers, and security teams at large consumer brands.

قائمة الميزات

✓ Sub-100ms prompt sanitization ✓ Drop-in OpenAI API proxy replacement ✓ Customizable topic boundaries (e.g., 'Only allow retail questions') ✓ Analytics dashboard showing blocked injection attempts

الدليل الاجتماعي

I can't believe how stupid engineers are working for these big corporations. I have guardrails on my agentic chat bots.— مستخدم Reddit، r/r/ClaudeCode

How do people deploy things that are this bad, at this level?— مستخدم Reddit، r/r/ClaudeCode

How they leave the prompt open for such things..— مستخدم Reddit، r/r/ClaudeCode

You are tagged or they are hardening the system prompt as we speak— مستخدم Reddit، r/r/ClaudeCode

My best results were when I had a lightweight AI told to red team and pre-inspect the prompt before handing it off to the main model I was using. But it's time consuming and expensive overall.— مستخدم Reddit، r/r/ClaudeCode

أين تتحقق

شارك رابط صفحتك في r/r/ClaudeCode — هذا هو المكان الذي اكتُشفت فيه هذه النقاط بالضبط.