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A working Claude prototype is only the start of an architecture review
Imagine a fictional team that has built a Claude assistant for internal documentation. It retrieves a relevant paragraph and produces a Continue reading on Medium »
Reclaiming Hope: How One Pakistani Family Chose Redemption Over Shame
When news of Dua Zehra Kazmi s disappearance broke from Karachi on April 16, 2022, it ignited a story that would consume Pakistan s media Continue reading on Medium »
We Built the AI Engineering Stack. Is Software Getting Better?
A reality check on Spec-Driven Development, agent harnesses, engineering churn, software quality, and the growing cost of AI-assisted Continue reading on Medium »
The Great Budget AI Hack That Wasn’t: Trying to Run Claude Code on OpenRouter’s Free Tier
Like many developers, I wanted a powerhouse coding agent in my terminal without constantly watching subscription meters run up. When Continue reading on Medium »
Your Spring Boot App Passed Every Test. Kubernetes Killed It Anyway.
Your Java service has 40% of its heap available. Garbage collection looks healthy.Continue reading on Engineering Under Pressure »
I Made All My Friends Ditch Claude for the Chinese AI
You know the one. The friend who will not shut up about a new tool. The one who starts every conversation with Have you tried until Continue reading on Artificial Intelligence in Plain English »
Teaching a 27B Model to Write Trading Alphas: 101 Formulas, 12 Rewards and One Unseen Year
How Qwen3.8 27B learns to write WorldQuant-style formulaic alphas: the formula language, alpha vs. beta, 12 reward channels and the hacks Continue reading on Medium »
Ghost in the Terminal: Building an Autonomous Cyber-Security OS with Zero Budget
How I Architected The Spider A Multi-Agent, Zero-Cost Security and Intelligence Engine Using Split Cognitive Routing and the HexStrike Continue reading on Medium »
The Good Things About APIs: Why They Matter More Than You Think
A beginner-friendly guide to understanding how APIs help different software systems communicate and work together.Continue reading on Medium »
Level 10 — Planning & Decomposition Engineer — AI Engineering Ladder Series
Continue reading on AI Architecture and Engineering »
How AI Is Changing Business Intelligence in 2026
Copilot can answer why did sales drop? in seconds. Whether the answer is right depends on everything you did before asking.Continue reading on Medium »
I Built a 3D Game for My Little Cousin With AI. It’s Now on the App Store.
What vibe coding can actually ship, from a non-game-developer s weekendsContinue reading on Medium »