News
We Hit 99. 1% on the LOCOMO Benchmark. Here's How.
1+ hour, 15+ min ago (194+ words) Last week, we hit 99. 1% accuracy on the LOCOMO benchmark. That's a 73-point gap over Mem0. A 20-point gap over Engram. The breakthrough wasn't a new model or complex architecture. It was removing a single assumption. LOCOMO (Long-Context Memory) tests whether AI…...
What is llms. ljson and why e Commerce needs it
1+ hour, 5+ min ago (500+ words) AI assistants don't read your website the way customers do. They need structured, machine-readable data " and that's exactly what llms. ljson provides. If you already know about llms. txt, think of llms. ljson as its structured, data-rich sibling " purpose-built for…...
Building an AI Chatbot That Learns From Human Edits (Not Just Feedback)
1+ hour, 7+ min ago (313+ words) AI is getting smarter every day. But somehow, it still feels" a little empty. And yet, when you're having a rough day and ask something personal, the response often feels slightly off. Technically correct, emotionally distant. So I started wondering....
How Archimedes Started: A Research Tool I Built for Myself
1+ hour, 10+ min ago (258+ words) I did not start Archimedes because I wanted to launch a Saa S. I started it because I was sick of doing the same research ritual over and over: search a paper, open five tabs, skim abstracts, save PDFs, forget half…...
Roslyn-Powered C# Analysis, Real Nu Get DLL Reflection, and Safe Live File Editing for Claude " Privately, On Your Machine via MCP
51+ min ago (362+ words) If you've ever watched Claude hallucinate a Nu Get API that hasn't existed since. NET 6, or burned your entire context window just loading a few service classes " this is for you. AI coding tools have three silent killers in. NET:…...
How to Set Up SSO Authentication in Your App's Admin Panel
1+ hour, 14+ min ago (814+ words) This guide covers the admin setup for SSO authentication built with Django and AWS Cognito. The full reference implementation is available on Git Hub: django-cognito-sso-demo. Before configuring SSO, ensure the following: Add an OIDC Provider to your Cognito User Pool…...
A Keyboard-Driven HTML Entity Lookup That Lets You Copy All Three Forms
1+ hour, 21+ min ago (286+ words) "Is it © or ©right; ?" "What's the decimal code point for "?" I kept typing these from memory, getting them slightly wrong, and wasting time. So I built a 60-entity reference where you can search by name, character, description, or number, and…...
A Searchable HTTP Status Code Reference with 36 Codes, One-Line Descriptions, and Yes, 418
1+ hour, 24+ min ago (542+ words) Is 401 or 403 the "not authenticated" one? Which RFC defines 418? What even is 226? I kept leaving my editor to look these up and decided to build a single-page reference I could actually keep open in a tab. Vanilla JS, 36 codes, one-line…...
How I Set Up Nodemailer with Gmail OAuth2 in My Node. js Project
1+ hour, 44+ min ago (458+ words) For a long time, I thought sending emails from a Node. js project would be simple. Install Nodemailer, write a few lines, done. While adding email sending functionality to my project, I ran into configuration issues, especially with dotenv, Gmail…...
How to Test SSO Authentication with Cognito and OIDC Providers
1+ hour, 24+ min ago (288+ words) This guide covers the admin setup for SSO authentication built with Django and AWS Cognito. The full reference implementation is available on Git Hub: django-cognito-sso-demo. To ensure SSO works correctly in your application, you must complete the following steps: This…...