Covers artificial intelligence for Edgewisely — model releases, pricing moves and the vendor landscape. Writes the comparative roundups, which rank products on published evidence, not vendor claims.
Feature flags separate release from deploy. We compare the seven platforms worth evaluating in 2026 on real published pricing, self-hosting, licensing and experimentation depth, with honest limitations for each.
Prometheus collects metrics; Grafana visualizes them. A neutral, sourced guide to what each does, where they overlap on alerting, and which to install first.
Co-packaged optics is shipping and Marvell just bought Celestial AI for $3.25B. We compare the seven silicon photonics companies that matter in AI data centers on specs, funding and who is actually in production.
Vault is now IBM's. CyberArk is now Palo Alto's. We compare the seven leading secrets management platforms on deployment model, dynamic secrets support and what they actually cost.
IBM Cloudability, CloudHealth, Flexera One, Vantage, CloudZero, Finout and Kubecost, ranked on cost allocation, verified FOCUS support and what they actually cost. Only one publishes real self-serve pricing, and CloudHealth is not dead.
Tenable, Qualys, Rapid7, Microsoft Defender, Wiz, Greenbone and Nucleus Security, ranked on detection breadth, documented risk scoring and real pricing. Rapid7 folded InsightVM into Exposure Command and Google closed its $32B Wiz deal in March 2026.
Most pages ranking for this question are stale. Verified against both repositories: Ollama v0.35.0 still pins and runs llama.cpp's llama-server, only about 80 nightly builds behind upstream, plus its own MLX engine on Apple Silicon. Here is which one you should actually use.
Every K3s vs K8s comparison on page one is published by a vendor with a stake in the answer, including SUSE, which owns K3s. Here are the verified October 2026 numbers: v1.37.0 shipped 19 days after upstream, the real footprint, the two-item removal list, and a clear verdict.
Get Edgewisely in your inbox
Business stories that matter, free. Enter your email — no password, no account to set up.