Developer News • Sept 2026

GitHub Copilot is becoming more agentic

Here are 5 skills coding students should practise now.

01
What changed

Copilot now spans more of the developer workflow

GitHub’s Sept 10 update highlighted Jira integration, adaptive CLI orchestration, new VS Code agent automation and wider JetBrains controls.

02
Skill #1

Turn issues into clear coding tasks

Learn acceptance criteria, scope and expected outcomes before asking an AI agent to edit code.

03
Skill #2

Read diffs. Use Git properly.

Branches, commits and pull requests matter even more when an AI assistant can change many files quickly.

04
Skill #3

Verify everything

Run tests, reproduce edge cases, inspect logs and check security assumptions. Plausible code is not automatically correct code.

05
Skill #4

Understand the whole workflow

Modern development connects issue trackers, IDEs, terminals, repositories, testing and deployment—not just an editor window.

Forsk Coding School

Use AI to strengthen fundamentals—not replace them

Learn the concept, attempt the problem, then use AI for planning, review and debugging.

Read the full learner briefing on Forsk Coding School.

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