Agent Optimization: From Prompt Whispering to Platform Engineering
Agent optimization is the work of making an agent workflow dependable — despite long tool chains, multiple roles, and the inherent variability of large language models. In day-to-day engineering terms,…
Adapting Your Data Platform to the Agent-Native Era
As we settle into 2026, I think data engineering is being pulled in two directions at once: toward more automation(because agents are starting to do real work) and toward more…
The Year in Print: 12 Books That Defined 2025
To mark the season, here are twelve non-fiction selections for the twelve days of Christmas. These are books we enjoyed and found worth passing along, ranging from deep dives into…
The World Model Minefield: A Guide for AI Teams
The term “world model” has quickly migrated from research papers to the center of the artificial intelligence conversation, frequently cited in media coverage of next-gen AI. At a high level,…
2025 AI Governance Survey
As artificial intelligence systems become increasingly integral to business operations and societal functions, establishing effective AI governance is paramount for managing risks, ensuring ethical deployment, and fostering responsible innovation. The…
Beyond Black Boxes: A Guide to Observability for Agentic AI
The core mindset shift for agentic systems is simple: observability isn’t an add-on, it’s a production prerequisite. Enterprises are unwilling to trust black-box agents; they expect to understand behavior, decision-making,…
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