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Practical guides, analysis, and trends in digital transformation, artificial intelligence, and enterprise software development

The enablement layer IS the runtime: Miller's framing breaks
Software Development
· 11 min read

The enablement layer IS the runtime: Miller's framing breaks

Adam Miller says Goose is neutral plumbing and the enablement layer is where engineering belongs. Hannah Stulberg's DoorDash Team OS proves exactly the opposite.

agent architecture Claude Code Goose
Agents ship PRs while you sleep. Who reviews them?
Software Development
· 7 min read

Agents ship PRs while you sleep. Who reviews them?

Cognition paid $250M for Windsurf so Devin can open PRs while you sleep. Cursor bet the opposite. The real bottleneck is review capacity, not code.

review at scale AI agents Cognition
Uber Burned Its Annual AI Budget in Four Months
Business Strategy
· 8 min read

Uber Burned Its Annual AI Budget in Four Months

Uber's CTO admitted Claude Code torched the full-year AI budget in four months. Adoption is now moving faster than any corporate budget cycle.

AI governance Claude Code Uber
Taste Debt: The Real Cost of Removing Yourself From AI
Business Strategy
· 6 min read

Taste Debt: The Real Cost of Removing Yourself From AI

Peter Steinberger named the real failure mode of agentic workflows: pulling yourself out too early. The bill that shows up later I call taste debt.

taste debt agentic AI AI governance
Google's $180B: The Enterprise Signal Nobody Reads
Business Strategy
· 9 min read

Google's $180B: The Enterprise Signal Nobody Reads

Google went from $30B to $180B in AI CapEx. No keynote needed. For enterprise buyers evaluating AI vendors, that number tells more than any product demo.

Google CapEx TPU
Your Team Passes Jira Tickets. Figma Plays Total Football.
Business Strategy
· 7 min read

Your Team Passes Jira Tickets. Figma Plays Total Football.

Figma and OpenAI run fluid product teams: designers code, PMs prototype. But Holland lost the 1974 final. Fluidity without governance doesn't ship products.

total football Figma OpenAI
Your AI Bottleneck Isn't the Model. It's the Context.
Business Strategy
· 9 min read

Your AI Bottleneck Isn't the Model. It's the Context.

Aakash Gupta's rule after 1,500 hours in Claude Code: CLAUDE.md should be almost empty. Enterprise AI pilots need the same context discipline.

context engineering AI architecture Claude Code
Finance AI: why LLMs still hallucinate in production
Business Strategy
· 7 min read

Finance AI: why LLMs still hallucinate in production

OpenAI formally proved in 2025 that LLM hallucinations are mathematically inevitable. Here's what that means for building finance AI that CFOs will sign.

AI governance AI architecture finance AI
Your AI Wants to Touch Payroll. Kubernetes Knows How.
Business Strategy
· 7 min read

Your AI Wants to Touch Payroll. Kubernetes Knows How.

The engineer who built Azure Kubernetes Service is now Workday's CTO. It's not a hire — it's an architecture signal: container governance is the playbook for AI agents.

AI agents Kubernetes governance

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