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News
Turning AI Prompting into an Engineering Practice
1+ week, 4+ day ago (1563+ words) Golden prompts turn ad hoc AI prompting into reusable, governed engineering assets for consistent,...becoming part of software development on a daily basis. AI tools are used now for code creation, writing tests,...architecture and design decisions. But most teams…...
Beyond Agent-Washing: Engineering Production-Ready AI Agents
1+ week, 4+ day ago (753+ words) An AI agent is not defined by how intelligently it talks. It's defined by what it's...real time. Before accepting any vendor's "AI agent" claim — including Gravity's — I...the first three is no, you're looking at an AI feature — useful,…...
Prompting AI for Analytics
1+ week, 1+ day ago (501+ words) A practical blueprint for cutting AI token costs in analytics — clean up the question before...tight, clear prompt, and only then sends it to the AI. Not a smarter model. A cleanup step in front of...
What It Actually Means to Be an AI-Native Data Engineer
1+ week, 5+ day ago (1125+ words) treating as hypothetical became very concrete: if AI can do this, what exactly am I here for? That question...deserves a serious answer — not the dismissive "AI is just a tool" reassurance, and not the catastrophist...Here is where the…...
Assume AI Agents Can Delete Production
1+ week, 2+ day ago (303+ words) AI agents will eventually take a destructive action your stack never planned for. Here are...account for the autonomous and unpredictable nature of AI agents. So enterprises shouldn’t be surprised when...
The Reasoning Control Plane
2+ week, 1+ day ago (1279+ words) the last two years learning how to ground a single AI agent in enterprise data. That was the easy part....
A Field Guide to AI Agent Frameworks
3+ day, 2+ hour ago (731+ words) This piece covers the managed AI teammate apps, the open-source runtimes you host yourself,...
Lakebase Branches for AI Agents
5+ day, 1+ hour ago (722+ words) Databricks Lakebase introduces database branching, giving each agent an isolated workspace to safely experiment, test changes, and merge validated updates. There's an awkward moment in every agentic data project. The agent works. It writes decent SQL, it reasons about schema,…...
What Do You Do When AI Coding Assistants Go to Far?
1+ day, 23+ hour ago (1399+ words) Coding assistants are evolving beyond autocomplete. Here's how coding agents are changing software development and why human judgment still matters. A few months ago, I saw something that made me rethink what coding assistants are actually capable of. A teammate…...
Building an AI Incident Response Runbook
6+ day, 43+ min ago (353+ words) AI incidents don't follow the security playbook: no CVE, no patch, and evidence that vanishes...years of postmortems. But when the incident involves AI — a toxic hallucination with real consequences, a...injection lands, the faulty component is obvious. AI systems don't…...