Joint Report by OpenAI: Coding Agents Can Accelerate Scientific Software Maintenance but Cannot Verify Scientific Correctness
OpenAI released a field report in July 2026, summarizing 8 cases of life science software transformed by Codex, Claude Code, GPT-5.5 and other tools. Installation packaging, framework migration and performance optimization can significantly speed up projects, with some projects seeing their runtime shortened by more than 60 times, but Agents cannot guarantee scientific correctness. The report emphasizes independent testing harness, human acceptance and long-term maintenance responsibilities, noting that the bottleneck has shifted from code writing to verification and governance.
Read MoreStripe's In-House Minions: End-to-End Coding Agent with Over 1300 Weekly PRs and Zero Manual Coding
In February 2026, Stripe officially disclosed that its self-developed coding agent Minions has been deployed at scale: over 1,300 pull requests (PRs) are fully automated by the agent every week, from Slack commands to passing CI checks, with zero manual code writing and only review required for merging. The core architecture includes an isolated Devbox with 10-second warm-up, a custom Harness forked from Block Goose, hybrid orchestration of Blueprint workflows and agents, the Toolshed centralized MCP tool layer (with nearly 500 tools), and a feedback closed loop of up to two rounds of CI. This article sorts out its design highlights and inspirations for enterprise unattended coding agents.
Read MoreConductor Cloud Launched: Persistent cloud-hosted coding Agent workspace, Agent keeps running after laptop is closed
On July 30, 2026, Conductor released version 0.78.0 and officially launched Conductor Cloud: the coding Agent workspace has been migrated to isolated microVMs, the Agent will continue to run after the laptop is closed, and multi-person collaborative Prompt and Conductor API-based programmatic scheduling are supported. This article sorts out the persistent execution, workspace link sharing, API call process of the Cloud version, as well as the competitive landscape of Agent infrastructure with competitors such as Cursor Cloud VM and Sculptor.
Read MorexAI Open-Sources Grok Build: Fully Unveils Harness, TUI and Tooling Layer for Rust Coding Agents
On July 15, 2026, SpaceXAI open-sourced Grok Build (the coding Agent behind the grok CLI and its full-screen TUI) under the Apache 2.0 license. The repository xai-org/grok-build quickly gained over 20,000 stars. Based on official announcements and documentation, this article sorts out the Agent loop, tool layer, TUI, and Skills/MCP extension mechanism, introduces ACP integration, local compilation and custom model configuration, and conducts a horizontal comparison with Codex CLI and OpenCode, to help developers understand the architecture and usage of this heavyweight open-source coding Agent Harness.
Read MorexAI Open-Sources Grok Build: Full Harness of Terminal-Native Coding Agent Exposed
On July 15, 2026, xAI open-sourced the CLI, full-screen TUI and Rust agent runtime of Grok Build coding Agent under the Apache 2.0 license, and disclosed the complete harness implementations including context assembly, tool calling, Skills/Plugins/MCP extensions and so on. This article sorts out the repository architecture layering, extension system and local construction method, and explains the reasons why it has attracted attention as one of the GitHub AI trending repos in July, as well as how developers can make use of this source code.
Read More