The Scikit-Learn Moment for LLMs Has Not Happened Yet
Enterprise teams still lack a standard workflow for adapting, evaluating, versioning, and replacing LLMs on their own terms.
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Lessons From a Year of Shipping LLM Analytics Products for Enterprises
Six lessons from building and shipping enterprise analytics products that use large language models.
What's Next for AI in 2026 and Beyond?
Why human review should be an engineering control, not a default rule for every AI system.
Coding Agents in 2025 and How I Actually Use Them
Most AI agents still feel like demos. Coding agents are the exception. This is how I use Cursor, Codex, Gemini CLI, Jules, and related tools.
How AI Is Actually Changing Software Engineering
AI makes code cheaper to generate, which raises the value of design, review, testing, and system judgment.