October 4, 2026· ~8 min readHard Budget Caps: The Control Agentic AI Is Missing A CTO found $78,000 of OpenAI charges on the company card this year. A single request, they report, had spawned 826 parallel Codex agents — consuming
October 4, 2026· ~8 min readTabular Foundation Models Beat Tuned GBDTs — and They Fit on a Desk Credit scoring, churn models, predictive maintenance, clinical risk scores — most high-value predictions in industry run on rows in a spreadsheet. Fo
October 3, 2026· ~8 min readThe pi.dev 1.0 Hype Bandwagon, From Inside a Sandbox On 1 October 2026 the terminal coding agent **pi shipped version 1.0** — MIT-licensed, alongside Pi Durable, its substrate for long-running agentic a
September 2, 2026· ~6 min readWhat AI Reads Before It Recommends: Inside 7,534 Perplexity Citations Two Perplexity model variants were asked to recommend the five best tools in each of 380 B2B software categories. Their number-one picks matched in *
August 1, 2026· ~14 min readSovereign AI on Your Desk: Why Two DGX Sparks Beat the Cloud In 2024, running a 685-billion-parameter model locally meant a rack of A100s, a six-figure power bill, and a PhD in distributed systems. In 2026, it
February 23, 2026· ~9 min readDigital Sovereignty in Practice: A Framework for Self-Hosting Enterprise AI ## Executive Summary As artificial intelligence becomes central to enterprise operations, the question of data sovereignty takes on critical importa