Writing

Notes from the work.

Field notes from the IrenicTech team on building AI agents, AI automation, and custom software, and on shipping production AI products that actually reach real users.

Agentic AI

What Is Agentic AI Development in 2026? Orchestration, MCP, and Multi-Agent Teams Explained

Agentic AI development moved from autocomplete to orchestration in 2026. Here's what an AI agent actually is, where MCP and multi-agent teams fit, and what it means for building real software, without the hype.

Usman Akram · Jun 28, 2026 · 6 min read

Agentic AI

Agentic AI Security: Governing AI Agents Before They Become Your Next Breach

An AI agent is an autonomous user with access to your systems, and that's exactly what makes it a security problem. Here's where agentic AI gets breached, why analysts expect it to drive real damage by 2028, and how to govern agents before it's your incident.

Usman Akram · Jun 28, 2026 · 5 min read

AI-Enabled Website

Why Your Business Needs an AI-Enabled Website in 2026 (It's About Being Found by AI, Not Just Users)

An AI-enabled website in 2026 isn't a chatbot bolted to a brochure site. It's a site built to be understood by the AI engines that increasingly decide whether your business shows up at all. Here's what that means and why it matters now.

Usman Akram · Jun 28, 2026 · 4 min read

Austin

Why Austin's Record Startup Boom Is an AI Software Opportunity

Austin startups pulled in a record amount of venture funding in 2025, and most of it followed AI. Here's what that wave actually means for the companies riding it, and why funded ambition runs straight into a software-building problem.

Usman Akram · Jun 28, 2026 · 3 min read

AI Coding Agents

AI Coding Agents Compared in 2026: Claude Code, Cursor, Codex, Gemini CLI, and OpenCode

Claude Code, Cursor, Codex CLI, Gemini CLI, and OpenCode are the agents developers actually reach for in 2026. Here's an honest comparison of where each fits, plus how to read the benchmark and popularity numbers without being misled.

Usman Akram · Jun 28, 2026 · 6 min read

Open Source LLMs

The Best Open-Source LLMs in 2026: GLM, DeepSeek, Qwen, Kimi, and MiniMax Compared

The open-weight LLM field flipped to Chinese labs in 2026, and the leaderboards are a mess of vendor-claimed numbers. This is an honest, use-case-first comparison of GLM, DeepSeek, Qwen, Kimi, and MiniMax, with the caveats that actually matter before you build on one.

Usman Akram · Jun 28, 2026 · 6 min read

Build vs Buy

Build vs Buy AI in 2026: When to Use an Off-the-Shelf Agent and When to Build Your Own

Most companies don't need to build AI from scratch, and some can't afford not to. Here's a clear-eyed framework for deciding when an off-the-shelf agent is enough and when a custom build is the only thing that actually fits.

Usman Akram · Jun 28, 2026 · 4 min read

Agentic AI

Dubai's Agentic AI Plan: What It Means for Businesses in the UAE

Dubai is pushing agentic AI into its private sector with a two-year plan to become the world's leading city for commercial AI adoption. Here's what that means for UAE businesses and how to prepare without the hype.

Usman Akram · Jun 28, 2026 · 4 min read

GEO

GEO and AEO in 2026: How to Get Your Business Cited by ChatGPT, Perplexity, and AI Overviews

Search is turning into answers, and answers cite only a few sources. This is a practical, no-fluff playbook for getting your business cited by ChatGPT, Perplexity, and Google's AI Overviews, without chasing every acronym.

Usman Akram · Jun 28, 2026 · 5 min read