#Kubernetes runtime
196 related articles
·2 min
Deep Dive into DeepSeek Harness: The Ambition to Build Infrastructure, Not Just an Agent
A deep dive into DeepSeek Harness developer preview: its Agent infrastructure positioning, Codex kernel hot-swap design, four run modes, and Creation Mode's self-evolution capability.
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·3 min
Does ML Deployment Always Require Dockerization? A Practical Guide to Containerization
A practical guide to containerization in ML deployment: which components need Docker and which don't? Progressive containerization advice from ingest scripts to model serving.
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·3 min
What Are Agent Skills? A Comprehensive Guide to the AI Agent Development Architecture Paradigm
Deep dive into Agent Skills architecture for AI agents, covering Skill framework definitions, MCP protocol, multi-agent collaboration, and practical applications for building enterprise-grade Agent systems.
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·2 min
QwenPaw 2.1.0 Cross-Runtime Integration: One Unified Entry Point for Codex and Qoder
QwenPaw 2.1.0 introduces cross-Harness Agent integration, enabling unified access to Codex and Qoder with tiered permissions, flexible model selection, and native capability pass-through.
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·2 min
Compartment Enterprise: An Enterprise-Grade Private Deployment Solution for AI-Generated Code
Compartment Enterprise offers a self-hosted deployment path from AI-generated code to production, with Kubernetes runtime, gVisor sandboxing, and rolling deployments for data sovereignty and compliance.
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·3 min
GitHub Daily · August 21: The Dual Awakening of Local-First and AI Security
GitHub Trending Aug 21: OpenLogi gains 1225 stars rewriting Logitech drivers in Rust; AI security and Agent infrastructure signal the industry's shift from capability races to production-grade safety.
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·3 min
LiteLLM Supply Chain Poisoning Incident: A Deep Dive into 40 Minutes of Full-Stack Credential Theft
Deep analysis of the LiteLLM PyPI supply chain poisoning: how a malicious .pth file silently stole API keys, cloud credentials, and SSH keys in 40 minutes, plus investigation and defense strategies.
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·3 min
MLOps Hands-On Project: A Complete End-to-End Breakdown of Building a Laundry Care Recognition System
A detailed walkthrough of building an end-to-end MLOps laundry care recognition system, covering automated data collection, model retraining, Docker containerization, AWS deployment, and Grafana+Prometheus monitoring.
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·4 min
How Should New Graduates Choose a Technical Specialization? Starting from ML Engineering Practice
How should new graduates choose a technical specialization in the AI era? Analyzing the gap between model callers and builders, Kubernetes experience transfer, C++/CUDA learning paths, and the value of deep specialization.
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·2 min
Quickly Understanding Legacy Project Architecture with OpenSpec Explore
Learn how to use OpenSpec explore in VS Code with GitHub Copilot to automatically analyze legacy project architecture, tech stack, and core features for rapid codebase understanding.
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·3 min
Laptops: The Last Bastion of Plaintext Secrets
Developer laptops are the last security blind spot for plaintext secrets. This article analyzes risks in .env files, shell history, and tool configs, offering practical solutions like OS keystores, dynamic injection, and short-lived credentials.
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·4 min
Go Microservices in Practice: Detailed Architecture for E-Commerce, AI Agent, and IM System Integration
Deep dive into integrating e-commerce, AI Agent, and IM systems under Go microservices architecture, covering unified auth, gRPC, componentized Agent engines, and group chat bots.
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·3 min
Execlave: A Deep Dive into the Runtime Security Governance Platform for AI Agents
Deep dive into how Execlave builds pre-execution security defenses for AI agents through runtime policy enforcement, kill switches, and audit trails, helping enterprises meet SOC 2 and EU AI Act compliance.
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·2 min
holaOS: Open-Source AI Agent Unified Workspace Integrating 100+ Tools with Shared Memory
Deep dive into holaOS, an open-source AI Agent workspace supporting Claude Code, Codex, and more with 100+ integrations, MCP protocol, shared memory, and BYOK model strategy.
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·2 min
Ryan Dahl Liberates Durable Objects from Cloudflare: Breaking Vendor Lock-In
Node.js creator Ryan Dahl is decoupling Cloudflare Durable Objects from its closed platform, making stateful edge computing portable and breaking vendor lock-in.
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·2 min
ChatGPT Desktop Arrives on Linux: Developers Get a Native AI Coding Experience
OpenAI launches ChatGPT Linux desktop preview supporting ChatGPT, ChatGPT Work, and Codex. Linux developers gain native AI-assisted coding, code completion, and project integration capabilities.
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·3 min
The Overlooked "Boring" Infrastructure Behind Production-Grade AI Agents
Exploring the core challenges of AI Agents moving from demo to production: idempotency, approval states, retries, action ledgers, audit tables, and other critical infrastructure design patterns.
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·4 min
Two Conflated Problems in AI Agent Authorization: Access Control vs. Entity Binding
AI agent authorization actually encompasses two fundamentally different problems: access authorization (Problem A) and post-authorization entity binding correctness (Problem B). This article analyzes this critical distinction and its implications.
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·3 min
Self-Hosting LLMs on Azure: A Complete Guide to vLLM + AKS + GPU Deployment
Complete guide to self-hosting LLMs on Azure Kubernetes Service with vLLM, covering GPU scheduling, NVIDIA GPU Operator setup, deployment troubleshooting, and cost control for production workloads.
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·3 min
The Rise and Fall of Programming Languages: The Interplay of Ecosystems, Markets, and Communities
An in-depth analysis of the forces driving programming language rise and fall—ecosystems, market shifts, corporate backing, and technical inertia—to help developers make rational technology choices.
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