Mô hình AI nội địa (devstral-small-2) thực hiện nhiệm vụ lập trình 2 giờ không giám sát, tiêu thụ <10GB RAM. Sử dụng Kilo Code + Qdrant với giới hạn 500 dòng lệnh. Kết quả: Tự động chuyển sang chế độ code, triển khai tính năng mới ổn định. #LocalLLM #codingagents #AIdev #LLMnộiđịa #thựctậplậptrình

https://www.reddit.com/r/LocalLLaMA/comments/1pnslcb/my_local_coding_agent_worked_2_hours_unsupervised/

A quote from Claude

I found the problem and it's really bad. Looking at your log, here's the catastrophic command that was run: rm -rf tests/ patches/ plan/ ~/ See that ~/ at the …

Simon Willison’s Weblog
Ah, who knew coding agents needed a life coach to give them "better context" 🤖💼? Meanwhile, users are still fighting the Vercel Security Minotaur, desperately enabling #JavaScript like it's 1999. 🚧🔒 Maybe Nia can help them escape the eternal browser labyrinth! 🌀💻
https://www.trynia.ai/ #codingagents #lifecoach #VercelSecurity #browserlabyrinth #HackerNews #ngated
Nia

Nia understands your entire codebase, reviews PRs, and implements agentic AI into your workflow.

Nia - your collaborative AI developer
GitHub - addyosmani/gemini-cli-tips: Gemini CLI Tips and Tricks

Gemini CLI Tips and Tricks. Contribute to addyosmani/gemini-cli-tips development by creating an account on GitHub.

GitHub
Nifty Coding Agents: Context Engineering Guide (57 chars)

Coding agents context engineering is a game-changer! Master AI-powered dev and supercharge your code. Learn how! (112 chars)

teguhteja
What data do coding agents send, and where to? | Chaser Systems

Introduction

"The ability to phrase our intent in natural language and receive working code does not replace the deeper understanding that comes from learning each language's design, constraints, and trade-offs." This analysis of #CodingAgents on #SoftwareDevelopment Is spot on. https://martinfowler.com/articles/llm-learning-loop.html
The Learning Loop and LLMs

How continuous learning shapes effective software development with LLMs

martinfowler.com

Hành trình học tập về coding agents: Từ người dùng đến người triển khai. Tác giả chia sẻ kinh nghiệm học tập về coding agents, từ việc sử dụng công cụ đến việc hiểu cách chúng hoạt động. #CodingAgents #LậpTrình #HọcTập #TriểnKhai #Dev #Programming #MachineLearning #AI #Coding #Developer

https://www.reddit.com/r/programming/comments/1onybbv/from_user_to_implementer_my_journey_understanding/

🔧 Smarter context management = better coding agents.

In this post, I explore how managing context windows well can make your AI collaborators more capable — and why it matters for agentic coding.

https://workingbruno.com/notes/smart-context-management-coding-agents/

#AI #ContextManagement #AgenticCoding #CodingAgents

Smart context management for coding agents · workingbruno.com

Discover how to optimize coding sessions with agents by managing context effectively for improved productivity and retrieval quality.

Here's the news this morning from #GitHubUniverse: #GitHub will support and orchestrate #codingagents from partners including OpenAI, Anthropic, Google and xAI through an agent control plane and mission control interface. #AIagents #EnterpriseTech #AgentHQ

https://www.techtarget.com/searchsoftwarequality/news/366633584/GitHub-Agent-HQ-opens-platform-to-third-party-coding-agents