… Context windows, Plan agent, and TDD: What I learned building a countdown app with GitHub Copilot Learn how I managed context to keep Copilot focused, used the Plan agent to sharpen vague requirements, and required Test Driven Development practices to catch bugs before users. …
… Teams can focus on defining what their software should accomplish, rather than rebuilding how orchestration works every time they introduce AI. If your application can trigger logic, it can trigger agentic execution. …
… Here’s what I learned about working better with coding agents. Continuous AI for accessibility: How GitHub transforms feedback into inclusion AI automates triage for accessibility feedback, allowing us to focus on fixing barriers—turning a chaotic backlog into continuous, rapid resolutions. …
… Making coding agents your primary contributor I’ll start by describing my agentic coding setup: Coding agent : Copilot CLI Model used : Claude Opus 4.6 IDE : VSCode It’s also noteworthy that I leveraged the Copilot SDK to accelerate agent creation, which is powered under the hood by the Copilot CLI. …
… Tags: agentic AI CVE GitHub Security Lab open source Written by Security Researcher at GitHub Security Lab Related posts AI & ML Improving token efficiency in GitHub Agentic Workflows Agentic workflows that run on every pull request can quietly accumulate large API bills. …
… Here’s what I learned about working better with coding agents. AI & ML Continuous AI for accessibility: How GitHub transforms feedback into inclusion AI automates triage for accessibility feedback, allowing us to focus on fixing barriers—turning a chaotic backlog into continuous, rapid resolutions.
… This includes improving features, developing new offerings, enhancing safety and security, and training models that power GitHub’s AI-assisted features like GitHub Copilot. …
… During this time, users were unable to use Copilot Chat or Copilot Cloud Agent. Copilot Memory in preview was not available to Copilot agent sessions during this time. …
… Since the second half of December 2025, agentic development workflows have accelerated sharply. …
… AI & ML Agent-driven development in Copilot Applied Science I used coding agents to build agents that automated part of my job. Here’s what I learned about working better with coding agents.