News
8 small data transforms I don't want to write as shell glue anymore
29+ min ago (592+ words) " Practical fimod examples for small CI/config data transforms with a Python-like taste. In the first article, I wrote about why I built fimod: I kept seeing tiny python3 -c scripts in CI pipelines, doing just enough JSON/YAML/CSV work…...
Manufacturing AI Compliance Gets ITAR Guardrails at CADDi
8+ hour, 11+ min ago (604+ words) Defense manufacturing contracts grew 18% last year, according to DDTC licensing data. Consequently, subcontractors feel new urgency to modernize quoting and documentation workflows. Nevertheless, ITAR rules prohibit uncontrolled export of technical prints. In contrast, commercial prints move freely across public clouds....
How to Build and Deploy AI Agents on AWS with Agent Core and Strands
7+ hour, 28+ min ago (365+ words) To build a truly autonomous agent, we need to move beyond single-prompt interactions. A production agent requires four core pillars: Before writing code, you need a stable API endpoint. Standard direct-to-provider APIs often suffer from rate limits or regional outages....
Top 5 Gateway Platforms for Multi-Provider AI
1+ hour, 28+ min ago (640+ words) A multi-provider AI gateway is a single entry point that routes, authenticates, governs, and observes traffic to multiple LLM providers through one API. The strongest platforms cover three pillars at once, and weakness in any one pillar pushes operational risk…...
More Context Made My Classifier Worse: Building a Machine-Maintained Failure Taxonomy
1+ hour, 43+ min ago (782+ words) You ran an eval. The dashboard says 80% accuracy. Now what? The bottleneck is not running the eval. It is closing the feedback loop. Without a structured path from failure " diagnosis " prompt improvement, evals become scoreboards rather than engineering tools. Recently…...
The failure that looks like success: how an unattended agent loop dies
1+ hour, 25+ min ago (600+ words) The way I pictured an unattended agent loop dying was loud. A crash. A stack trace. A process that exits and a monitor that goes red. Something that announces itself. That's not what got us. What got us was a…...
Why traditional CI/CD fails for LLMs (and the release gates we built to fix it)
1+ hour, 58+ min ago (1458+ words) This article explains why traditional CI/CD gates are not enough for production AI systems. I share a practical release-gating approach for LLM pipelines using baseline evals, drift detection, shadow validation, and cost/latency guardrails. The focus is prevention: catching…...
IDC, VMware Cloud Foundation 9. 1 and the Era of the AI-Ready Private Cloud
14+ hour, 53+ min ago (15+ words) Broadcom...
RIMAC advances cloud modernization with Kyndryl
2+ hour, 1+ min ago (112+ words) The space where delivery happens, globally and locally Give on-prem specialized workloads new life on Azure Kyndryl helped Carrefour migrate from their end-of-life data center to cloud, unifying customer experience across hundreds of stores. Bold ideas from eminent voices in…...
The Architecture of Interconnected Intelligence: A Structura " Weddings
3+ hour, 16+ min ago (322+ words) The primary structural bottleneck in these architectures is the synchronization stall, where compute nodes sit idle waiting for weight parameters to update across the network. The I-2 SEA system minimizes this delay by creating a purpose-built subsea link engineered specifically to…...