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News
How to Deploy a Modern Web Application to the Cloud in 5 Simple Steps
7+ hour, 48+ min ago (24+ words) Building an application on your local machine is rewarding, but seeing it run live on the web for... Tagged with webdev, tutorial, beginners, cloud....
I Moved Everything to Kubernetes, Then Moved It Back
9+ hour, 23+ min ago (612+ words) One rule kept the migration honest: external domains and ports never change, and the reverse proxy stays the anchor. Move a service in, get it working on k3s, then repoint the proxy rule. The public surface never moved while the backend…...
Stop Returning “Access Denied”
9+ hour, 4+ min ago (540+ words) Security teams spend a lot of time deciding whether a request should be allowed. The person making that request experiences the decision through a much smaller interface: usually a status code and a sentence. This is Part 3 of Security Infrastructure…...
🚀 Kubernetes: From YAML to Running Pods
9+ hour, 4+ min ago (259+ words) Kubernetes may look complicated at first, but the basic process becomes much easier to understand when we break it into five stages: We start by writing YAML manifests that describe what we want Kubernetes to create. After we submit the…...
Ollama's Responses API accepts previous_response_id, returns 200, and forgets the whole conversation
10+ hour, 47+ min ago (538+ words) Ollama 0.34.0, Debian 13, CPU only, qwen2.5:1.5b. The Responses API, which is the OpenAI-compatible endpoint Codex and similar clients use. Turn 1 plants something the model could not guess: password. Now two controls. The same question with the full history sent in the request…...
Docker vs. Kubernetes: Which Should You Learn First?
10+ hour, 52+ min ago (640+ words) This question comes up constantly, and the honest answer is that it's not really a choice between two competing tools — it's a question of sequence. Docker and Kubernetes solve different, related problems, and one is a genuine prerequisite for the…...
Building a Resilient AI Client Around Hermes Agent
10+ hour, 52+ min ago (289+ words) When testing NousResearch/hermes-agent as an external integration, the failure mode I cared about was not model quality. It was what happened when an upstream provider returned HTTP 502, 503, or 504 while a user-facing request was still active. A client that retries…...
Build in the VM, Think on the Mac GPU: Debian 13 on Apple container With a Local Gemma 4
11+ hour, 58+ min ago (1539+ words) This article walks through building a Debian 13 machine under Apple's container CLI on an Apple silicon Mac, and then wiring that machine to a local LLM running on the Mac's own GPU. Getting there has two halves, and the first…...
Giving an AI Agent a Real Sandbox: Filesystem and Network Jail, in Java
12+ hour, 3+ min ago (733+ words) Ask a coding agent to run a build, and you have just handed a language model the ability to cat ~/.ssh/id_rsa. Prompt-level instructions like "do not read sensitive files" are not a security boundary — they are a suggestion to a…...
The Workflow Ran With Four Personas Instead of Five and Looked Fine
11+ hour, 40+ min ago (504+ words) I run Claude Code as five separate subagents with different permissions — architect, coder, reviewer, conflict resolver, UI designer. One of them stopped loading. The symptom has the shape of not working well. The cause was not being there. Five conditions…...