4+ day, 4+ hour ago   (800+ words) Fifteen years in, and the conversation I have most often with security leads still starts the same way: how's your perimeter, how's your endpoint coverage, how's your SOC staffed? Almost nobody opens with "how's your pipeline." That's the gap I…...

1+ week, 4+ day ago   (783+ words) audit trails by hand. Here's how regulated software teams can make traceability a byproduct of automation, not a separate deliverable. In most software, a red test is a bug. On the systems I work on,...trail stops being trustworthy, and…...

1+ week, 2+ day ago   (1155+ words) clients via MCP are a new human interface to old software. They are an appealing choice: they use native...

6+ day, 8+ hour ago   (1579+ words) kernel-level I/O scheduling rather than by the database software itself. Once the root cause is identified, the...under pressure. And it sits somewhere between development, systems administration, and deep system analysis....

2+ week, 2+ day ago   (1262+ words) Many AI projects succeed as prototypes but fail in production due to data, integration, governance, monitoring, and other challenges. Let's find out more. Then the project slows down. The model is not the only reason. In many cases, the model…...

1+ week, 4+ day ago   (1563+ words) consistent, secure, high-quality outcomes. AI-assisted software engineering is becoming part of software development on a daily basis. AI tools are used now for...

1+ week, 5+ day ago   (1125+ words) The role isn't disappearing. But if you're still doing the same job you were doing two years ago, you're already behind. At some point in the last year, every data engineer had the same experience. You opened a copilot tool,…...

6+ day, 7+ hour ago   (801+ words) Learn how engineering teams can balance exploration and exploitation to drive innovation while building reliable, scalable, and maintainable systems. Modern organizations operate under a persistent tension: they must both discover the future and deliver the present. These two modes of…...

6+ day, 2+ hour ago   (696+ words) Past ~20-30 tools, sending every schema every turn hurts cost and accuracy. A lexical scorer plus a registry-search hatch fixes most of it — no embeddings needed. I stumbled onto this pattern while building agents with Deep Agents, watching a tool registry…...

2+ week, 2+ day ago   (1279+ words) Multi-agent systems lack a governance layer for reasoning. The Reasoning Control Plane addresses this with shared context, A2A access controls, observability, guardrails. We have spent the last two years learning how to ground a single AI agent in enterprise data. That…...