Choosing the right framework is increasingly difficult amid constant hype and rapid change.

This session from Justin Castilla at Nebraska Code() explores building a multi-agent research system using LangChain DeepAgents to:

• Analyze GitHub metrics
• Detect project risks
• Synthesize actionable recommendations

https://nebraskacode.amegala.com/

#AI #LangChain #DeepAgents #Nebraska

LangChain, Claude Managed Agents 대항마 출시, 모델·메모리 선택권을 개발자 손에

LangChain이 Claude Managed Agents의 오픈소스 대안 deepagents deploy를 베타 출시. 모델과 메모리 소유권을 개발자가 직접 갖는 에이전트 배포 도구를 소개합니다.

https://aisparkup.com/posts/11108

I've been cycling between all agents known to man to vibe code the Email App.

#Antigravity, #Claude, #OpenCode, #Codex, #Cursor, #Gemini CLI, #DeepAgents, you name them.

$0 spent. Not going to spend a dime on it. If the free tier ends, I switch to another one.

And... progress! There are things left to fix, but may be I can fix them manually.

#VibeCoding #VibeCode #Programming #Vala #GNOME #Linux #Email #Mail #AI #SoftwareDevelopment #Coding #Code

Abhishek Yadav (@abhishek__AI)

DeepAgents라는 도구가 공개되었으며, 즉시 작동하는 AI 에이전트를 손쉽게 생성해준다고 소개합니다. 하위 에이전트 생성, 자동 작업 계획, 긴 컨텍스트 처리, 파일 읽기/쓰기 및 셸 실행, 자동 메모리·요약 기능을 제공하며 원하면 어떤 LLM으로든 교체할 수 있다고 홍보합니다.

https://x.com/abhishek__AI/status/2033743788989157859

#deepagents #agents #llm #developertools

Abhishek Yadav (@abhishek__AI) on X

Building AI agents just got 10x easier Try DeepAgents that gives you a fully working agent out of the box. → Spawns sub agents → Plans tasks automatically → Handles long context for you → Reads/writes files & runs shell → Auto memory & summarization Swap any LLM.

X (formerly Twitter)

모델은 그대로, 하네스만 바꿨더니 Top 5, LangChain 코딩 에이전트 실험

LangChain이 모델 교체 없이 하네스만 바꿔 코딩 에이전트 성능을 13.7점 올린 방법. 자기 검증 루프, 맥락 주입, 추론 샌드위치 전략을 공개했습니다.

https://aisparkup.com/posts/9444

Spotify wprowadza inżynierię kontekstu – nowa era dla agentów kodujących

Czy agent może w tle przepisać tysiące repozytoriów, nie gubiąc wątku po drodze i bez pytania „a o co chodziło? ” co kilka minut?

Czytaj dalej:
https://pressmind.org/spotify-wprowadza-inzynierie-kontekstu-nowa-era-dla-agentow-kodujacych/

#PressMindLabs #agencikodujacy #claudecode #contextrot #deepagents #inzynieriakontekstu

So the question remains open: is it worth implementing a hierarchical Ralph system, or is it better to directly design a proper deep-agent orchestration from the start? #AI #LLM #VibeCoding #RalphWiggum #AutonomousAgents #Optimization #MultiAgentSystems #DeepAgents 🧵 12/12

Kỷ nguyên "One-Shot Agent" đang qua, "Deep Agents" là kiến trúc mới cho các tác vụ phức tạp. Điểm khác biệt chính: lưu trạng thái, ủy quyền theo cấp bậc và có bước "Think" để suy xét, tiến từ chatbot thành công nhân tự trị.

#AI #DeepAgents #LLM #AIArchitecture #AgenticAI| #TríTuệNhânTạo #KiếnTrúcAI

https://www.reddit.com/r/LocalLLaMA/comments/1q0c3kq/deep_agents_vs_ai_agents_architecture_code_demo/

AI Skills 2025: LangChain, RAG & MLOps—The Complete Guide

Comprehensive guide to the three critical AI competencies reshaping hiring in 2025: LangChain for orchestration, RAG for knowledge grounding, and MLOps for production deployment.

TechLife