rohansx

Hey HN,When you send real documents or customer data to LLMs, you face a painful tradeoff:- Send raw text → privacy disaster - Redact with [REDACTED] → embeddings break, RAG retrieval fails, multi-turn chats become useless, and the model often refuses to answer questions about the redacted entities.The practical solution is consistent pseudonymization: the same real entity always maps to the...

CloakPipe is a small Rust proxy that sits between your application and any OpenAI-compatible API.It detects sensitive entities in requests, replaces them with consistent pseudonyms, forwards the sanitized request to the LLM provider, then rehydrates the response before returning it to your app.“Consistent” means the same input always maps to the same token (e.g. "Tata Motors" → "ORG_7"). This...

Git worktrees are everywhere now — Claude Code, Conductor, Claude Squad, and most AI agent tools use them for parallel isolated sessions. But worktrees only isolate code. Your .env files, node_modules, Docker state, and ports are all missing or shared. I kept writing the same setup bash for every project, so I built workz — a Rust CLI that handles it automatically:Auto-detects project type...

I got tired of the git worktree workflow being broken by default — every new worktree drops you into a directory with no .env, no node_modules, and you're waiting on npm install before you can do anything.workz fixes that automatically. It symlinks heavy directories (node_modules, target, .venv) and copies .env files into every new worktree. Zero config — it detects your project type from...

https://github.com/rohansx/workz

I built workz to solve a daily frustration: git worktree add drops you into a directory with no .env, no node_modules, and 2GB of disk wasted per branch if you reinstall.workz does three things:Auto-syncs — symlinks heavy dirs (node_modules, target, .venv) and copies .env files into every new worktree Fuzzy switching — skim-powered TUI to jump between worktrees, with shell cd integration like...

https://github.com/rohansx/workz

workz fixes the #1 pain with git worktrees in 2026:When you spin up a new worktree for Claude/Cursor/AI agents you always end up: • Manually copying .env* files • Re-running npm/pnpm install (or cargo build) and duplicating gigabytesworkz does it automatically: • Smart symlinking of 22 heavy dirs (node_modules, target, .venv, etc.) with project-type detection • Copies .env*, .npmrc, secrets,...

looking for enthusiastic people/team to work on the saas idea which is very vague rn but will figure out to make it work.Hit me up with ur profile if you can contribute in any way!!