3 ms·

Gemini

1 points by Raviteja_ 8mo ago

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Raviteja_ 8mo ago
Hey all, I'm the creator of the PII Firewall Edge API (currently on RapidAPI). I saw a lot of devs struggling to implement safety guardrails correctly—most were just using basic regex or heavy LLMs that hallucinate. So, I decided to package my API into a full-featured UI/Toolkit called Risk Mirror. What it does: It sits between your users and your LLM (OpenAI/Anthropic) and strips out sensitive data before it leaves your server. The Tech (Zero AI Inference): Instead of asking an LLM "is this safe?", I use: 152 PII Types: My custom engine covers everything from US Social Security Numbers to Indian Aadhaar cards and HIPAA identifiers. Shannon Entropy: To detect high-entropy strings (API keys, passwords) that regex misses. Deterministic Rules: 100% consistency. No "maybe." Why use this? It's Tested: The underlying API engine is already battle-tested. It's Fast: <10ms latency. Includes a 'Twin Dataset' generator for Data Scientists (redact CSVs securely). Feedback welcome!"
Raviteja_ 8mo ago
If your Cursor/Claude credits vanish fast, it’s probably prompt bloat. Polite filler + repeated context + messy JSON = wasted tokens. Risk Mirror compresses prompts 20–40% without changing meaning. More credits. Same results. Try free: https://risk-mirror.vercel.app https://risk-mirror.vercel.app
deleted 8mo ago
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Raviteja_ 8mo ago
Stop burning $20/mo on Claude credits. I unlocked the Prompt Optimizer for free. If you're hitting the message cap on Claude/Cursor, you're sending too much fluff. "Please", "Thank you," and verbose context contexts are eating 30% of your token budget. I built Risk Mirror to mathematically compress prompts (removing filler, preserving logic). It’s usually a Pro feature, but is completely free for now while I benchmark compression rates. Free Tools Included: * Prompt Optimizer (Save 40% tokens) * Safe Share (Redact PII from LOGS/Text instantly) * Risk Scanner (Check prompts before pasting) * Clarity Analyzer (Fix vague inputs) Grab it before I have to close the free tier
Raviteja_ 8mo ago
Every time you paste a stack trace into ChatGPT, you might be leaking: - User session tokens - Database connection strings - API keys from env variables I built Risk Mirror to scan and redact sensitive data BEFORE it touches any AI. It's deterministic (no AI used for scanning because that would defeat the purpose). Feedback welcome !

1 points by Raviteja_ 8mo ago

deleted 8mo ago

[deleted]

deleted 8mo ago

[deleted]

Raviteja_ 8mo ago

Hey all, I'm the creator of the PII Firewall Edge API (currently on RapidAPI). I saw a lot of devs struggling to implement safety guardrails correctly—most were just using basic regex or heavy LLMs that hallucinate. So, I decided to package my API into a full-featured UI/Toolkit called Risk Mirror. What it does: It sits between your users and your LLM (OpenAI/Anthropic) and strips out sensitive data before it leaves your server. The Tech (Zero AI Inference): Instead of asking an LLM "is this safe?", I use: 152 PII Types: My custom engine covers everything from US Social Security Numbers to Indian Aadhaar cards and HIPAA identifiers. Shannon Entropy: To detect high-entropy strings (API keys, passwords) that regex misses. Deterministic Rules: 100% consistency. No "maybe." Why use this? It's Tested: The underlying API engine is already battle-tested. It's Fast: <10ms latency. Includes a 'Twin Dataset' generator for Data Scientists (redact CSVs securely). Feedback welcome!"

Raviteja_ 8mo ago

If your Cursor/Claude credits vanish fast, it’s probably prompt bloat. Polite filler + repeated context + messy JSON = wasted tokens. Risk Mirror compresses prompts 20–40% without changing meaning. More credits. Same results. Try free: https://risk-mirror.vercel.app https://risk-mirror.vercel.app

deleted 8mo ago

[deleted]

Raviteja_ 8mo ago

Stop burning $20/mo on Claude credits. I unlocked the Prompt Optimizer for free. If you're hitting the message cap on Claude/Cursor, you're sending too much fluff. "Please", "Thank you," and verbose context contexts are eating 30% of your token budget. I built Risk Mirror to mathematically compress prompts (removing filler, preserving logic). It’s usually a Pro feature, but is completely free for now while I benchmark compression rates. Free Tools Included: * Prompt Optimizer (Save 40% tokens) * Safe Share (Redact PII from LOGS/Text instantly) * Risk Scanner (Check prompts before pasting) * Clarity Analyzer (Fix vague inputs) Grab it before I have to close the free tier

Raviteja_ 8mo ago

Every time you paste a stack trace into ChatGPT, you might be leaking: - User session tokens - Database connection strings - API keys from env variables I built Risk Mirror to scan and redact sensitive data BEFORE it touches any AI. It's deterministic (no AI used for scanning because that would defeat the purpose). Feedback welcome !