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 13, 2026

Team Takeoff in Electrical Estimating: Splitting the Work Without Splitting the Accuracy

Jun 15, 2026

OpenAI Acquires Ona to Add Persistent Cloud Execution to Codex

OpenAI has agreed to acquire Ona, bringing persistent cloud execution environments to Codex so developers can run AI agents that continue working for hours or days without being tied to a single machine.

Jun 13, 2026

OpenAI Weighs Steep Price Cuts as Anthropic Pulls Ahead in Enterprise AI

OpenAI is considering deep price cuts on API tokens as Anthropic's enterprise momentum — driven by Claude Code — reshapes the AI market. With both companies racing toward IPOs and open-source models from China offering comparable performance at a fraction of the cost, the economics of AI are shifting fast for builders.

Jun 13, 2026

TCS Partners With Anthropic to Bring Claude to Banking, Healthcare, and Regulated Industries

Tata Consultancy Services will deploy Claude to 50,000 of its own employees across 56 countries and build industry-specific AI products for banking, healthcare, and insurance clients — joining Anthropic's growing partner network and making India Claude's second-largest market.