tokenbender

name	description
pdf-ocr-feedback	High-accuracy OCR pipeline using Maj@K consensus voting, structured self-evaluation, and adaptive compute budgets to achieve ≥95% transcription accuracy.

When to Use

Use when transcribing PDF pages via vision model and you need high accuracy — especially for:

• Equations or mathematical notation
• Tables with complex structure (3+ columns, merged cells)

yrashk

Inferal Workspace Architecture: How We Work at Inferal

(Blog version available at https://inferal.com/blog/workspace-architecture/)

Update: Inferal Workspace is going open source!

Your org's brain that AI can use

This is not our core product. This document describes our internal operating environment - how we run the company. We share it to show the environment you'd join and demonstrate our philosophy in action. For what we're building, see What We're Building below.

snarktank

Pre-commit Hook with Amp Oracle Review

A minimal Husky pre-commit hook with AI-powered code review via Amp's Oracle feature.

Features

• 🔮 AI Code Review: Optional Oracle review via Amp before committing
• 🧪 Test Validation: Runs all tests before allowing commit
• ⚡ Minimal & Fast: No unnecessary dependencies
• 🌍 Universal: Works with any Node.js project