Topic

AI

Practical writing on AI, large language models, automation, and real world experiments with OpenAI APIs, GPT agents, and intelligent systems in production.

How Cybersecurity Will Evolve in 2026

Cybersecurity has collapsed under its own assumptions lately. Attackers scaled faster than humans could react, identity became the weakest link, and most defenses failed exactly when clarity mattered most. In 2026, security stops being about prevention and starts being about surviving failure.

Best AI Tools for Product Managers in 2026

Discover the best AI tools for product managers in 2026, from Bolt and Lovable for rapid prototyping to Notion AI, Gamma, Productboard, and more.

2026 Prediction: Foundation Models Are Becoming a Black Hole for AI Startups

Foundation models are no longer just platforms for AI startups. They are becoming gravity wells that pull entire product categories inward.. In 2026, AI startups built too close will be swallowed. The survivors will look nothing like “AI companies.”

The Silent Rewrite of Software Engineering

The ground beneath software engineering is shifting, and the teams moving fastest aren’t rejecting LLMs, they’re weaponising them.

The Hard Truth About AI and Engineering

LLMs are great at patterns, terrible at cause and effect. If you're leading teams and betting otherwise, you're driving blind.

Why I Had to Ask a Junior Dev to Stop Using AI

AI makes you faster - unless it makes you lazy. Here’s the real story of asking a junior dev to pause ChatGPT, and what it taught me about product judgment.

Everyday AI Prompts Worth Saving (For Engineers + PMs)

Most people use AI like a toy. I use it like a power tool. These prompts help me plan, write, prioritize, and think faster. Save them. They’ll compound.

Why We Made Copilot Mandatory (and Would Do It Again)

Everyone said "just try it," so we did. Then we made it non-optional. Not because we love AI, but because we hate wasting smart people’s time on dumb stuff.