#ai-assisted-coding
5 posts tagged “ai-assisted-coding”.
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Skills, subagents, hooks, MCP, slash commands, plugins, scopes — what each part of an AI coding harness is actually for, organised by who pulls the trigger, and mapped across Claude Code and GitHub Copilot.
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I checked which Claude Code plugins I actually reach for, and found one I was certain I used and never had. What a plugin really is, the integrations that let me find developer-experience gaps instead of guessing at them, why an idle plugin is usually a role mismatch rather than a bad one, and where to start.
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A working process for junior developers in the AI era — taking a ticket from question to production, what to hand to the AI and what to keep, how to learn without letting the tool learn for you, and what reviewers actually look for.
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What spec-driven development actually adds when an AI agent writes the code — one feature built three ways with TDD, BDD and SDD, how the three stack, and how to run the loop in Claude Code, GitHub Copilot, Cursor, Spec Kit and Kiro.
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The working discipline I've settled on for getting dependable, secure, low-regret results from AI coding assistants — prompting frameworks, model selection, context hygiene, and safety rules, learned the hard way.