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 8, 2026

Coinbase Restructures: Cuts 14% Workforce, Embraces AI-Driven Leadership

Coinbase is axing 14% of its workforce as it ditches 'pure managers' for AI-driven roles. Expect leaner, AI-backed 'player-coaches' managing larger teams. This shift could be risky, but also transformative for those adapting quickly.

May 1, 2026

92,000 Tech Workers Laid Off in 2026 as AI Replaces Roles

Big tech companies posted record AI-driven revenue while simultaneously cutting tens of thousands of jobs. Meta, Microsoft, and others are replacing human roles with AI tools — and the trend is accelerating.

Apr 30, 2026

Anthropic Rolls Out Claude Managed Agents for Developers

Anthropic's Claude Managed Agents, launched on April 8, 2026, lets developers create and deploy AI agents without handling infrastructure. Charging $0.08 per runtime hour plus tokens, it accelerates setup from months to days. This product tackles infrastructure complexity, setting Anthropic apart as a primary player in AI agent hosting.