Perspectives on engineering, AI, and digital transformation.
Gartner has put two numbers on the table that seem to contradict each other. By 2026, 40% of enterprise applications will feature task-specific AI agents, up from less than 5% in 2025. In the same bre…
Two numbers define enterprise cloud strategy in 2026, and they are pulling in opposite directions. On one side, hyperscalers are on track to spend roughly $700 billion on data center infrastructure th…
On August 13, 2026, DeepSeek open-sourced DeepSeek Harness (dsh) as a developer preview under the MIT license, the same day its DeepSeek-V4-Pro (build 0813) model went generally available across DeepS…
Your engineering teams shipped fifteen AI agents last year. By 2028, that number hits 150,000, according to Gartner. Most IT leaders will not see it coming as one big decision. It arrives as a thousan…
Here’s a number that should stop any IT budget conversation cold: enterprise GPU fleets are running at roughly 5% average utilization, while Gartner projects $401 billion in new AI infrastructure spen…
Why large companies need an ontology before deploying AI agents Large companies are different from medium-sized and small companies, and not simply because of their size. In a small company, senior ex…
Meta launched Muse Code in beta on August 5, 2026 — a terminal-based coding agent powered by its new Muse Spark 1.2 model, aimed directly at OpenAI Codex and Anthropic Claude Code. The headline archit…
For most of your career, “encrypted” has meant “safe.” In 2026, that equation is breaking down for a specific and consequential class of data. The threat isn’t a quantum computer sitting on an attacke…
Two years ago, platform engineering was still a conference-hallway argument: was it just DevOps with a rebrand, or something worth its own budget line? That argument is over. Gartner’s projection that…
