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GitHub Copilot Workspace

GitHub Copilot Workspace is a new AI-driven development environment that streamlines the process of turning an issue or idea into a pull request. Launched in May 2026, it offers a user-friendly natural language interface to plan, implement, and test code changes across entire repositories.

In May 2026, Copilot Workspace introduced Agent Mode directly into VS Code, enhancing its agentic workflows. This updated version now supports multi-model selection, including Gemini 1.8 Flash and Claude. It also utilizes MCP (Model Control Protocol) to execute complex coding tasks autonomously.

However, concerns about Copilot's cost and reliability have lingered due to the expiration of promotional AI credits in September 2026 and an outage in August 2026. Many developers find the agentic features challenging, particularly for simple formatting or convention tasks. In fact, some users find it faster to code from scratch rather than rely on Copilot's agentic assistance.

On the other hand, power users have embraced the new Agent Mode in VS Code for its ability to autonomously structure high-level aspects of a project and its innovative "vibe coding" approach. The flexibility to switch between models like Gemini and Claude Opus is still considered a significant advantage by many users.

Written by urgent.news from Indie Hackers's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.

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Ukrainian scanned PDFs to Markdown for RAG and LLMs

Most document-to-text tools are tuned for English. A scanned Ukrainian invoice or court decision often comes back as Latin look-alike gibberish, or with its tables lost.

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Plugins That Stay Local: Extending a Desktop AI Agent to Your Own Email, Sheets, and CRM

Disclosure: This post is written by the aiFetchly team. Most AI tools for small businesses are SaaS: your emails, documents, and customer data travel to someone else's servers.

  • Desktop AI agents run locally on users' computers
  • Plugins extend AI agents to interact with specific systems like email, spreadsheets, and CRM
  • Each plugin has a minimal manifest defining name, system, actions, and permissions

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