Search traffic for LLM access controls and monitoring is mostly implementation intent. The people arriving are not asking what an agent is. They are asking where the check goes, what it checks, and what gets logged. This article answers that…
You deploy a Go service that handles 200 req/s in staging just fine. In production, latency climbs after six hours, memory keeps growing, and you have no idea which goroutine is the culprit. Go's built-in profiling toolchain can answer this…
In the previous article, I described my first move: observability-first. Now the journey has reached the agent loop. My objective with this article is to highlight 5 high-value ground rules that came out of my reliability-first approach and are usually missed…
Nanbeige4.3-33B is Nanbeige’s 33B flagship teacher model for the Nanbeige4.3 series, intended for complex coding, tool-using agents, and professional cowork tasks. The model card reports benchmark results across agentic coding, cowork, and reasoning tasks; these are vendor-reported evaluations, not a guarantee of performance…
It sounds like a small detail, but it was made for a very specific job: letting many workers take tasks from the same table without blocking each other. Oracle used it internally for its own message queues as early as…
Hot track: Deep Learning & AI bootcamp On Fire: AI Agent & Automation Bootcamp Highest demand: Web / Mobile Development with AI Bootcamp Starting next: UX/UI Design Bootcamp To build an AI agent, choose one clear task, give an AI model the…
Client Profile: A fintech platform with DNS, authentication, container registry, and primary database on a single corporate cloud provider. Summary: A platform tethered its DNS, authentication, and database to one cloud provider and called it resilience. The platform's dashboards consistently…
Extract and validate invoice data, detect duplicates and prepare an approval packet while keeping vendor changes, accounting decisions and payment authority with finance. An invoice processing agent should prepare evidence for finance, not approve or pay invoices. Receive the file…
SaaS user deprovisioning is one of those responsibilities that's easy to overlook when you're building an authentication system. A user leaves a customer’s company, an administrator removes their account, and everyone assumes their access has been taken care of. Imagine…
Dirty reads, phantom reads, and the setting that quietly decides how safe your Django data really is. Every Django developer uses database transactions. Far fewer know that transactions come with a dial: a setting called the isolation level that silently…
System design, microservices vs monoliths, event-driven architectures, DDD, and resilient patterns.
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