Tag:automation

All the articles with the tag "automation".

• From Coding Agent to Engineering Team

  Published:Aug 28, 2026 |  at 12:00 AM

  The most useful agent roles may be the quiet ones: housekeepers, bug fixers, test maintainers, and dependency maintainers working through repeated bounded runs.

• Local or Remote LLM? Build a Cognitive Router, Not a Rule of Thumb

  Published:Jul 2, 2026 |  at 10:00 AM

  A practical framework for deciding when to use local LLMs, when to use remote frontier models, and how to route tasks by risk, privacy, context, cost, and verification.

• Facing the End of LLM Subsidies: Building a Token-Saving Automation Architecture

  Published:Jun 8, 2026 |  at 06:00 AM

  The subsidized LLM era won't last. Here's how to build a tiered, token-efficient automation system that separates deterministic tasks, local models, and frontier AI.

• Choosing the Right AI Coding Agent: Remote, CLI, or IDE Mode?

  Published:Nov 30, 2025 |  at 12:00 AM

  A practical comparison of GitHub Copilot's remote coding agents, CLI mode, and VS Code agent mode based on real-world experience with Android development and automation tasks.

• Why GitHub is Betting on 'Continuous AI' (And What It Means for You)

  Published:Nov 19, 2025 |  at 12:00 AM

  Continuous AI represents the next evolution after CI/CD—GitHub's vision for LLM-powered automation in software collaboration, and what developers need to know about the future of repository automation.