Aug 21, 2026

How to Benchmark LLMs: Five Mistakes That Skew Your Results

Most in‑house model comparisons are run in a way that guarantees a misleading answer. Not a wrong one exactly, and rarely a dishonest one. Just an answer that would have come out differently if the person running it had pressed enter a second time.

Aug 14, 2026

Infrastructure for Continuous Web Data Collection

A one‑off scrape is a weekend project. Running the same collection job every hour for three years is an infrastructure problem, and most teams underestimate how different those two things are. Continuous collection breaks in ways that batch jobs don't. Sites redesign their markup, rate limits tighten overnight, and the IP pool that worked in March gets flagged by June. The stack has to absorb all of it without a human watching the logs. Here's what the working parts look like when a pipeline actually holds up.

Aug 10, 2026

Can You Become Emotionally Dependent on an AI Therapist?

May 5, 2026

AI Impact on Software Jobs: Tech Openings Surge 30% in 2026

Despite fears of AI taking over, software job openings have surged 30% in 2026, reaching over 67,000, the highest in over three years, per TrueUp. Entry-level candidates face tougher competition amid a growing talent pool, but demand for elite talent remains robust.

Apr 23, 2026

India's Chance to Shine Amidst Global Tech Layoffs

Global tech layoffs have exceeded 73,000 jobs in Q1 2026, marking the fastest rate since the pandemic. For India, it's a potential turning point. With tech talent streaming back home, the nation could finally retain its engineers and build world-class tech firms instead of losing talent to the West.

Apr 22, 2026

Elon Musk Goes All-In on AI-Powered Engineering

Elon Musk is taking a bold step by investing heavily in AI-driven engineering. This move could reshape the tech landscape and influence industry trends. Musk's commitment to AI underscores the growing importance of intelligent systems in modern engineering solutions.