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…To learn more, see “Configuring runners for GitHub Copilot cloud agent in your organization” in the GitHub Docs. Jun.02 Retired GPT-4.1 deprecated copilot Jun.02 Improvement Expanded technical preview…
…core agentic angle for AI. Both Terminal Bench and SWE-Bench Pro tests show substantial improvements—3.5 Flash clobbers older Flash models and shows a small but measurable improvement versus Gemini…
…Amir Saeidi , , , , , , Abstract Failure-Aware Meta-Agentic framework improves open-source LLM performance in conversational scenarios by identifying common errors and deploying specialized agents to correct them. AI-generated summary Large Language…
…Sandboxing Docker Captain Siri Varma Vegiraju compares sandboxing methods for AI agents, from containers to microVMs. Learn how Docker Sandbox improves isolation, security, and performance. Siri Varma Vegiraju Read now May 5…
Building self-improving tax agents with Codex
Building self-improving tax agents with Codex
# The Agentic Tidal Wave*To:* Executive Staff and Direct Reports *From:* Bill Gates *Date:* April 26, 2026Our vision for the last 20 years can be summarized in a succinct way. We saw that exponential improvements in clou…
Hi HN — I built GridPath as I wanted something that runs like Cursor for spreadsheets - parallel workloads, reversible changes, fast, with tool set customized for spreadsheet work and connection to multiple model provide…
Hey HN, we’re Avi, Kiet, and Satya. We’re building Superset (https://github.com/superset-sh/superset), an open-source agentic IDE for running coding agents like Claude Code, Codex, OpenCode etc in parallel.Demo: https://…
…You can view the agent session logs to understand what Copilot did while working on your task. We’ve made a number of improvements to Copilot coding agent’s session logs to…
…When the agent is idle, this feature allows it to revisit past conversations, memories, and completed tasks, then reflect on them to improve its memory and future behavior. It can identify patterns…
…New sessions keep your recent choices, including agent harness and isolation mode. Sessions and Git flow improvements : New sessions can pull base branch updates before the agent starts edits, the Agents window…
…View session details, check progress, or provide guidance to the agent without navigating away from your project. Join the discussion within GitHub Community . Additional improvements Smarter label suggestions: The label picker now…
…Sandboxing Docker Captain Siri Varma Vegiraju compares sandboxing methods for AI agents, from containers to microVMs. Learn how Docker Sandbox improves isolation, security, and performance. Siri Varma Vegiraju Read now May 5…
…Yilun Zhao , , Tingyu Song , , , Abstract Researchers introduce BRIGHT-Pro, an expanded expert-annotated benchmark for reasoning-intensive retrieval, and RTriever-Synth, an aspect-decomposed synthetic corpus, to improve retriever performance through agentic…