Resolve Open Questions: a /qa Skill for Claude Code
By @atwellpub , GBTI Network Member . Originally published on gbti.network . Claude Code loads any markdown file at .claude/skills/<name>/SKILL.…
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By @atwellpub , GBTI Network Member . Originally published on gbti.network . Claude Code loads any markdown file at .claude/skills/<name>/SKILL.…
In 2026, there is a great deal of discussion around Agentic Coding . Every week, a new framework, orchestrator, or multi-agent system appears. To anyo…
An AI support demo can look finished after it answers one question and calls one API. The production tension appears later: the model has instructions…
ConardLi's garden-skills makes a specific bet: what holds AI coding agents back is not raw capability but taste and process discipline. Each skill in …
Hi friends Here's a tip for when you're setting up Claude Code (or any coding agent) in a real codebase, this came in clutch for me when I discovered …
An AI coding agent will never tell you it's guessing. It doesn't hedge before a wrong answer, doesn't slow down when it's about to break something thr…
(initially published at https://www.humanbound.ai/blog/why-your-ai-agents-biggest-vulnerability-isnt-a-missing-firewall ) Three incidents, one root ca…
Skill frameworks for AI coding agents are exploding in popularity. As of July 2026, Superpowers has roughly 256,000 GitHub stars, Matt Pocock's skills…
Every few months, a new framework appears promising to make AI coding agents write better code. Three have risen above the noise in 2025 and 2026: Sup…
How I Built an AI Review Skill That Refuses to Ship Bad Work The fastest way to create AI slop is not to use a bad model. It is to accept a polished f…
I keep coming back to the same onboarding question: what happens in the first 10 minutes? For agent tools, that window is brutal. A developer opens a …
Your AI agent is confident. It points to line 42 of PaymentService.java . "There's your null pointer exception." You check. Line 42 is a comment. The …
TL;DR I introduced a SKILL layer while improving fare extraction in a MCP-based transit agent. After that, the agent stopped reliably using the MCP to…
TLDR The baseline model (Claude Opus, no guidance) already catches ~65% of textbook bugs. The plugin's value comes from false positive suppression and…
I just shipped a major update to my book Mastering Angular Signals - a brand-new Angular v22 Edition . Not a typo pass: an updated manuscript, a compa…
Enterprise software development is undergoing a fundamental structural shift. For decades, the traditional Software Development Life Cycle (SDLC) reli…
Buckle up, gang — it's conspiracy theory time. I've had this theory percolating in the back of my head for a while now. It was seeded as I started lea…
On reviving Univeros, and why layering AI on top of a framework is the wrong approach. There’s a project folder I’ve avoided revisiting for almost a d…
If you've let a coding agent loose on AWS, you've watched it guess. It invents API parameters that don't exist, or hands you an S3 bucket a security r…
Every agent failure follows a pattern. Once you know the patterns, you can catch them before they do damage. I introduced harness engineering yesterda…
The AI Agent Habit That Was Quietly Wasting My Time and Tokens Tags: ai, localai, machinelearning, productivity, agents I realized I had been using AI…
When a stronger model ships, there are two questions every skill author should want answered, and evals are the only honest way to answer either: Whic…
The agent runs. The code appears. The feature is not what I wanted. Not because the model was wrong. Because I was vague. Speed Was Never the Moat Bef…
Over the past six months, I've built about 10 Agent Skills — the kind of scripts that LLM-powered coding agents invoke to get real work done. By the t…
Here is the detailed, deep-dive article tailored for DEV.to, written in a natural, highly technical style, completely free of icons, and designed to r…
For months, the most interesting model at Anthropic was one we could not use. Mythos was the internal system the company said was too capable to relea…
You are deciding whether to roll your default agent model from Opus 4.7 to 4.8. The release notes promise improvements, the leaderboard moves a fracti…
We're changing the default solver model in our eval harness from Claude Sonnet 4.6 to GLM 5.1. This is the default we provide to everyone running eval…
Here is a confession that might sound odd in a guide about setting up Claude Code: the goal is not to marry Claude Code. The goal is to build a setup …
You have Claude Code. You want to build something ambitious — a deep research pipeline, a full-stack app scaffold, a code review system. You could wir…