coding agents

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X @TechCrunch
TechCrunch· 2025-09-03 15:03
Product Development - Warp 发布新功能,旨在让用户更好地监督命令行编码代理 [1] - 新功能包括更广泛的差异跟踪和更清晰的编码代理行为视图 [1]
X @Demis Hassabis
Demis Hassabis· 2025-07-11 22:07
Acquisition & Talent - Google DeepMind acquired Windsurf AI, including founders Mohan Solo and Douglas Chen, and some engineering team members [1] - The acquisition aims to enhance Google DeepMind's Gemini efforts in coding agents and tool use [1] - Windsurf AI's team will contribute to advancing agentic coding within Gemini [1] Technology & Product Development - The acquisition is expected to "turbocharge" Gemini's capabilities in coding agents and tool use [1] - Google DeepMind is focusing on advancing its work in agentic coding within the Gemini project [1]
The emerging skillset of wielding coding agents — Beyang Liu, Sourcegraph / Amp
AI Engineer· 2025-06-30 22:54
AI Coding Agents: Efficacy and Usage - Coding agents are substantively useful, though opinions vary on their best practices and applications [1] - The number one mistake people make with coding agents is using them the same way they used AI coding tools six months ago [1] - The evolution of frontier model capabilities drives distinct eras in generative AI, influencing application architecture [1] Design Decisions for Agentic LLMs - Agents should make edits to files without constant human approval [2] - The necessity of a thick client (e.g., forked VS Code) for manipulating LLMs is questionable [2] - The industry is moving beyond the "choose your own model" phase due to deeper coupling in agentic chains [2] - Fixed pricing models for agents introduce perverse incentives to use dumber models [2] - The Unix philosophy of composable tools will be more powerful than vertical integration [2] Best Practices and User Patterns - Power users write very long prompts to program LLMs effectively [4] - Directing agents to relevant context and feedback mechanisms is crucial [5] - Constructing front-end feedback loops (e.g., using Playwright and Storybook) accelerates development [6] - Agents can be used to better understand code, serving as an onboarding tool and enhancing code reviews [9][11] - Sub-agents are useful for longer, more complex tasks by preserving the context window [12][13]