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Docker's Layered Legacy: The 'Braindead' Design That Built an Empire

Docker's OCI layers—a linear list to represent complex dependencies—emerged from PaaS convenience, not technical elegance. This controversial trade-off fueled container adoption while embedding systemic inefficiency into the fabric of modern software deployment.

A Technical Playbook for Eradicating Online Ads

In a world where ad‑driven revenue dominates the web, a seasoned developer shares a systematic, layered approach to strip ads from browsers, mobile apps, and even cloud‑hosted traffic. From custom uBlock filters to DNS‑level blocking with Pi‑hole and the strategic use of public‑cloud VPNs, the article shows how to turn the ad ecosystem on its head.
Claude Meets Hugging Face: Automating LLM Fine‑Tuning with Skills

Claude Meets Hugging Face: Automating LLM Fine‑Tuning with Skills

Hugging Face’s new Skills framework lets Claude Code, Codex, and Gemini CLI orchestrate end‑to‑end fine‑tuning of open‑source language models on the cloud. From dataset validation to GPU selection, job submission, and real‑time monitoring, the workflow turns a natural‑language prompt into a finished, Hub‑hosted model for under a dollar.

Cloudflare Workers Power a GitHub‑Semantic Search Engine for Developers

A developer has spun up a lightweight semantic search service on Cloudflare Workers that lets teams query private GitHub repositories without cloning them. The open‑source MCP (Meta‑Code‑Processor) harnesses a GitHub token to pull code snippets, test examples, and SDK usage patterns on demand, offering a new way to surface knowledge across codebases.