Seeing the Disruption Isn't the Same as Surviving It
Does heavy AI investment mean an incumbent like Google, Salesforce, or Adobe is positioned to survive the AI transition?
Read the article →Enterprise technology without the vendor theater.
Keith Townsend writes and talks about AI infrastructure, private cloud, enterprise architecture, and the decisions that determine who stays in control.
The latest
More writing
All 279 articles →
The podcast
Episode 700: A New Co-Host, TypeSafe’s Jev, and Qwen3.8 at Home
Episode 700, and a reboot. Keith Townsend welcomes new co-host Calvin Hendryx-Parker, CTO and co-founder of Six Feet Up, pairing an infrastructure view and a development view on the same CTO problems. First up: Jev, TypeSafe AI's System One classifier that returns typed answers in milliseconds for a fraction of a language model's cost, and what it means to hand a closed-weight third party 200,000 rows of your data. Then Qwen3.8 running locally, and the open-weight classifiers chasing Jev. Next week: local versus cloud inference.
Research
Layer2C is Keith’s research and testing surface: where the judgment in the writing gets formalized into assessments, models, and lab work. You can also query it directly.
Ask the Virtual CTO Advisor ↗ Governed answers over the Layer2C research system. Every answer carries its evidence, versions, and limits — and the decision records stay yours.- Layer2C ↗ Vendor authority assessments scored against the 4+1 AI Infrastructure Model and DAPM.
- The Fourth Cloud ↗ Function-by-function readiness scoring for on-prem control planes.
- Layer2C Labs ↗ Scoped builds on real hardware that validate where authority actually holds.
- Stack Builder ↗ Composes architectures from the assessed evidence.
About
The CTO Advisor is owned by The Advisor Bench LLC, wholly owned by Keith and Melissa Townsend. Keith is the practitioner voice: he founded the brand in 2016 and writes from the perspective of someone who has designed, implemented, and run the infrastructure he writes about. Melissa is co-owner and the creative innovator on the team — the CTO Advisor Road Trip is her brainchild — and she runs the business that keeps the brand accountable to its customers and community.
More about the owners →Get new articles by email
Every new article, sent when it publishes. Not a digest, not a roundup — the piece itself, as soon as it is up.