News
We Had a Perfectly Good Data Store. That Was the Problem.
2+ hour, 55+ min ago (297+ words) Nobody files a ticket that says "our architecture has an abstraction problem." They file tickets saying the data is wrong, or missing, or late. So engineering spends two weeks chasing a data-quality issue that does not exist, fixes nothing, and…...
Databricks Announces Open Sharing, a Protocol for Sharing Data, AI Assets
6+ day, 22+ hour ago (495+ words) Databricks has announced the launch of Open Sharing, a new open-source protocol designed to change how organizations share artificial intelligence assets and data. Developed as the next version of the Delta Sharing protocol, Open Sharing is now a project under…...
Your AI Doesn't Know What "Revenue" Means. That's a Bigger Problem Than You Think.
1+ mon, 1+ week ago (569+ words) Here is a scenario that plays out constantly in enterprise software teams. A product manager asks the company's AI assistant: "Who are our top customers this quarter?" The system returns a clean, ranked list. It looks right. Everyone moves on....
Opsera Launches Forge, a Context-Aware Enterprise Software Factory
1+ mon, 3+ week ago (153+ words) Opsera has launched Forge, an intent and context-aware software factory that transforms raw ideas into enterprise-ready code at AI speed, with security, stability and compliance. Forge was created as an AI-SDLC that enforces context, spec-based development and guardrails that helps…...
Leadership in the Age of AI: Why Managers Need to Stay Technical
2+ mon, 1+ week ago (657+ words) There is a piece of management advice that circulates widely, feels intuitive, and is quietly becoming one of the more dangerous ideas in enterprise technology leadership. In a stable environment, there's logic to this. When the underlying systems change slowly,…...
Lucid Software advances MCP Server offering and Lucid AI capabilities, debuts Process Agent to boost speed and clarity across teams
2+ mon, 3+ week ago (339+ words) Launched in November 2025, core capabilities allow users to search, fetch, and summarize foundational data from across their tech stack directly within their preferred LLM. Updates to Lucid's MCP server include: Diagram creation: Simply describe a workflow, and Lucid instantly generates a…...
Anthropic's Project Glasswing addresses how AI exploits vulnerabilities
2+ mon, 1+ week ago (300+ words) On the heels of Anthropic's announcement of Project Glasswing, the "find and fix" approach to bugs and vulnerabilities will have to be re-thought. "Given the rate of AI progress, it will not be long before such capabilities proliferate, potentially beyond…...
The Missing Context Layer: Why Tool Access Alone Won't Make AI Agents Useful in Engineering
2+ mon, 1+ week ago (343+ words) The gap is not about capability. Modern agents can call APIs, query databases, parse logs, and draft pull requests. The gap is about context, or the organizational knowledge that tells an agent which API to call, whose approval is needed,…...
Inside the Pipe: What the Architecture Diagram Doesn't Tell You
2+ mon, 2+ week ago (712+ words) Architecture diagrams lie, a little. Not on purpose. They show boxes and arrows in clean arrangements and make everything look sequential and tidy. What they cannot show is what fails first, what surprised you, and which decisions you would fight…...
Your AI Coding Tool Has Amnesia
2+ mon, 3+ week ago (1030+ words) I watched one of our engineers explain the same authentication pattern to Claude Code for the fourth time last month. Not because he forgot he'd explained it. Because the tool forgot. Every session, from scratch. "We use JWT validation at…...