How I Use Codex to Build Applications Without Losing Control
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…
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Build a Support Copilot That Loads the Runbook Before It Calls a Tool
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…
AgentScaffold: Memory, Peer Review, and Continuous Improvement for AI Coding Agents
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…
Why Your AI Agent's Biggest Vulnerability Isn't a Missing Firewall
(initially published at https://www.humanbound.ai/blog/why-your-ai-agents-biggest-vulnerability-isnt-a-missing-firewall ) Three incidents, one root ca…
Prose in the Control Plane: Why AI Agent Frameworks Are Not Engineering (Yet)
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…
Superpowers vs Agent Skills vs Pocock: Three Philosophies of AI Coding Workflows
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…
From First-Run Drop-Off to First Useful Agent Run
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 …
Stop re-explaining your codebase to every AI agent — `cast-skills`
The annoying part of AI coding tools Every session, the agent forgets: your module boundaries the “every user belongs to an org” rule that lives in no…
Teaching AI Agents to Time-Travel: Building a Temporal Debugging Skill
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 …
Make AI Agents See Your Website
AI coding agents are now part of the developer workflow. Whether we like that shift or hate it, users ask Codex, Cursor, Claude Code, GitHub Copilot, …
Introduction to Agentic AI
Introduction to Agentic AI You must be hearing the term "Agentic AI" a lot and wondering what it means. In this blog, I am going to explain: What is A…
I Spent a Week Fixing the Wrong Skill (And Other Lessons from Evaluating an AI PR Reviewer)
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 Shipped an Angular v22 Book Update with a Crew of AI Agents. Here's the System
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…
SDLC to ADLC
Enterprise software development is undergoing a fundamental structural shift. For decades, the traditional Software Development Life Cycle (SDLC) reli…
The Conspiracy Big Software Engineering Doesn't Want You to Know
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…
How context travels in a multi-agent world
Engineering teams building with AI agents have largely solved the single-agent problem. The harder challenge arrives when capabilities get split acros…
How LLMs Now Monitor and Cut Their Own Token Spend
You have seen this loop before. An agent starts a “simple” task, say scrape listings, refactor a repo, research a market, or whatever. It fails, it re…
Setting up the Agent Toolkit for AWS in Kiro (and Codex, Claude Code, and Cursor)
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…
AI Agent Governance: 10 Takeaways from Engineering Leaders on Agentic Development
Agentic development starts as a productivity story, but at scale it quickly becomes a governance problem. At AI Native DevCon London, we hosted a set …
Turn Your AI Coder into a Real Software Architect
GitHub: https://github.com/sirius-zuo/architect-skills It's a set of LLM agent skills focused on software architecture analysis and review . The repo …
An AI Agent Is a Hammer. The Think Phase Is Where You Aim It.
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…
I Built 10 AI Agent Skills and Shrank 300 Lines of Boilerplate to 30
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…
Beyond Account Switchers: Wrapping CLI Agents into a Fully Autonomous Factory
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…
What AI Agent Platforms Are Available? How to Transition into an Agent Engineer?
What AI Agent platforms are available? There are two major categories: Workflow platforms (Dify — most open-source friendly; Coze — easiest to get sta…
From Chatbots to Personal AI Agents: The Infrastructure Developers Actually Need
title: Your AI Agent Should Not Be Locked to One LLM Provider published: false description: Why serious AI agents need a provider-agnostic architectur…
Simple A2A implementation with Strands
A2A has become like a standard for enabling agent to agent communication, we could use the a2a-sdk for running and configuring the a2a server and its …
Harness: Turn a One-Line Prompt Into a Full Agent Team for Claude Code
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…
Moving Beyond the Context Window: The Agentic Memory Architecture
I’ve spent a lot of time lately thinking about why some LLM agents feel "intelligent" while others just feel like chatbots with a slightly better prom…
BoxAgnts Introduction (6) — Agent Multi-Turn Conversation and Tool/Skill Invocation
If you've only chatted with ChatGPT, you might think an AI Agent is simply "send a prompt to the API, display the response." The reality is far more c…
# agents.md: Teaching AI Agents How to Scrape (The Future of Web Automation)
You're building a Scrapy scraper. You ask Claude Code for help. "Add pagination to my spider." Claude reads your code. It sees scraper.py, settings.py…