AI Tools & Research

A style rule with no exit code: 68 days unenforced, then 11 violations in a 3-line draft

We wrote a writing rule for our agent in July. It read well, it was correct, and for sixty-eight day…

Kognity 2026 Unlocked: Your K-12 Students Real-World Guide to Smarter Study & Stress-Free Success

Kognity 2026 Unlocked: Your K-12 Students Real-World Guide to Smarter Study & Stress-Free Success T…

GitHub AI Repos ประจำสัปดาห์: สกิลจัดรูปแบบชนะเฟรมเวิร์ก (16 ก.ย. 2026)

GitHub AI Repos ประจำสัปดาห์: สกิลจัดรูปแบบชนะเฟรมเวิร์ก (16 ก.ย. 2026) โดย Nokka (นก-กา) | 16 กัน…

Gamma Exposure Analysis: Essential Volatility Signals

Why Gamma Exposure Analysis Matters Markets often shift from quiet, range-bound trading to violent…

Docker vs Kubernetes: Complete Comparison

Docker vs Kubernetes: Complete Comparison In the rapidly evolving landscape of modern software deve…

Shapezo vs. Site3D: A Clear Modeling Boundary

Shapezo and Site3D sit on opposite sides of a useful site-modeling boundary. Shapezo captures contex…

DeepSeek Harness Series (10): Building a Complete dsh Plugin — From Requirements to Production

From 'Knowing' to 'Doing' The previous nine articles covered a lot of ground: the Cordis plugin sy…

I Tested Murf AI for 30 Days: Honest Review (8.6/10)

I Tested Murf AI for 30 Days: 8.6/10 — Here's My Honest Review After spending a month with Murf AI…

FAQ: Five Myths About Green Commands on a Scratch Host

Have you ever merged because a scratch host looked green? I keep hearing that shortcut in agent thre…

Demote Tests in the Patch Write-Set Before You Merge

An agent patch is not mergeable because its suite is green. It is mergeable when a maintainer-owned …

How to Migrate from the Claude Ecosystem to the Antigravity Ecosystem

I hit Claude's usage limit while I still had work to finish. Switching to another agent sounded sim…

Introduction to Large Language Models: What You Need to Know

We are going to build a support ticket triage agent that reads incoming customer messages, classifie…