#metadata generation
291 related articles
·3 min
Ollama Template Silently Overridden After GGUF Import: A Troubleshooting Guide for Custom TEMPLATE Being Ignored
Analysis of Ollama silently overriding custom TEMPLATE with GGUF-embedded templates after import. Learn to verify active templates via /api/show to prevent evaluation failures.
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·3 min
Home Server Setup Guide: Self-Hosted Services Worth Deploying
From Jellyfin and Immich to Nextcloud, explore self-hosted services worth deploying on a home server, covering media, file sync, encrypted chat, and download automation.
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·4 min
Transitioning from DevOps to MLOps: A Complete Learning Roadmap
How can DevOps engineers efficiently transition to MLOps? This guide covers MLOps core concepts, standard workflows, essential tools, and Azure practices with a progressive learning roadmap.
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·4 min
Project Rai-chan Technical Breakdown: A Complete Guide to Building a Fully Local AI Companion
Deep dive into Project Rai-chan's tech stack: Ollama+Gemma local LLM, Unity rendering, VOICEVOX speech synthesis, and more — exploring the technical path for local AI companions.
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·2 min
Hubbele: An Open-Source Note-Taking App Built for Both Humans and AI Agents
Hubbele is an open-source note-taking app designed for both humans and AI Agents, supporting self-hosted deployment. This article analyzes its Agent-native design philosophy and implications for the future of knowledge management.
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·3 min
What Are Agent Skills? A Detailed Guide to AI Agent Skill System Architecture and Principles
A deep dive into AI Agent Skills: understand the core concepts and technical implementation through the four key elements — SKILL.md, references, scripts, and assets — and learn how Skills differ from prompts.
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·3 min
What Are Agent Skills? A Complete Guide to AI Agent Skill System Architecture and Principles
A deep dive into AI Agent Skills: their core concepts, technical implementation, the four key elements (SKILL.md, references, scripts, assets), and how Skills differ from prompts.
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·5 min
Running GPT-5.6 Inside Claude Code: Best Practices for Subagent Orchestration and System Prompts
Deep dive into running OpenAI GPT-5.6 inside Claude Code: comparing Codex vs Claude Code on subagent orchestration, workflow design, and system prompt quality, revealing how harness engineering determines model output.
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·2 min
Breaking Through CI/CD Storage Bottlenecks: Why Senior Engineers Are Returning to the Storage Domain
Exploring overlooked storage and caching bottlenecks in CI/CD pipelines, how Blacksmith redesigns storage architecture to accelerate builds, and why storage is a rebirth opportunity in cloud-native.
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·4 min
WebMCP in Practice: How MakeMyTrip Is Reshaping the Travel Booking Experience
India's largest OTA platform MakeMyTrip uses WebMCP to standardize AI Agent interactions with web apps, replacing fragile DOM scraping with natural language-driven test automation and simplified complex booking scenarios.
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·5 min
WebMCP in Practice: Building Browser AI Agent Tools & DevTools Debugging Guide
A detailed guide to Google's WebMCP standard proposal, covering imperative and declarative tool building, smart home and car configuration demos, and Chrome DevTools debugging for AI agent tools.
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·4 min
WebMCP in Practice: How MakeMyTrip Is Reshaping the Travel Booking Experience
India's largest OTA platform MakeMyTrip uses WebMCP to standardize AI Agent interaction with web apps, solving DOM scraping fragility, enabling natural language test automation, and simplifying complex international flight bookings.
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·3 min
Carta: Pandoc Rewritten in Rust — 45x Faster, 20x Smaller
Carta is a Rust reimplementation of Pandoc with a 9MB binary (1/20th of Pandoc) and up to 45x faster conversion. Supports Markdown, DOCX, LaTeX, and Pandoc JSON filters.
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·2 min
LLM Agent Long-Term Memory Security: A Six-Stage Attack Surface and Defense Framework
Deep analysis of LLM agent long-term memory security threats, covering persistence, statefulness, and propagation of memory poisoning, with a six-stage lifecycle defense framework.
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·3 min
Carta: Pandoc Rewritten in Rust — 45x Faster, 20x Smaller
Carta is a Rust reimplementation of Pandoc that produces a 9MB binary (1/20th of Pandoc) and achieves up to 45x faster conversion speeds for Markdown, DOCX, LaTeX, and more.
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·3 min
Rusty HLP Viewer: A Cross-Platform Tool for Natively Opening Legacy HLP Help Files
Rusty HLP Viewer is the first open-source tool to natively open Windows HLP help files. Built in Rust, it runs on Windows, Linux, and macOS without format conversion.
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·3 min
Agent Skills Explained: Plug-and-Play Skill Packs for AI
A deep dive into Agent Skills architecture: modular design, progressive disclosure mechanism, and how it differs from Multi-Agent systems for AI capability extension.
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·3 min
Cross-Region Packet Loss Monitoring in Practice: Tool Selection and Deployment Guide
A systematic guide to cross-region packet loss monitoring covering core challenges, tool comparison (MTR, SmokePing, PRTG, Zabbix, ThousandEyes), and a self-hosted deployment solution using Prometheus + Grafana.
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·3 min
Automating GitHub Releases: Design and Practice of a Tag-Triggered Release Action
A ten-year open source maintainer shares how to build a universal tag-to-release GitHub Action, covering its opinionated design philosophy, dogfooding validation, and AI-assisted development.
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·3 min
AI Talent Surplus with No Problems to Solve? The Structural Mismatch in Enterprise AI Adoption
Companies race to hire AI talent, but do traditional organizations have enough AI problems to solve? This article examines the structural mismatch in enterprise AI adoption and offers pragmatic strategy advice.
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