My end goal is to give an LLM a Docker container and the ability to run shell commands and be able to have it Do Stuff there – edit files, run commands etc – but I know that's wildly ambitious
AGENTS
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SimStudio: Open-source visual LLM workflow builder platform
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If you're building agents and want a drag & drop UI, SimStudio is 🔥!
— Charly Wargnier (@DataChaz) 25 juillet 2025
100% open-source, you can *visually* build/deploy LLM workflows, locally or in the cloud.
↳for any LLM incl. local Ollama models
↳ReactFlow UI + pgvector
↳real-time via https://t.co/OZYglYNaZU
repo in 🧵 pic.twitter.com/tof6smTqDeIf you're building agents and want a drag & drop UI, SimStudio is ! 100% open-source, you can *visually* build/deploy LLM workflows, locally or in the cloud. ↳for any LLM incl. local Ollama models
↳ReactFlow UI + pgvector
↳real-time via http://
socket.io repo in -
Create Full-Stack Apps Without Traditional Tech Stack Infrastructure
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You don't need a tech stack, a database, an auth provider, etc, to create an app. You can create entire full-stack apps on DeepAgent and host them! > Of course, you have to start small
> vibe code small increments
> test every increment and deploy
> revert to checkpoints if you -
Comet AI Agent Automates Your LinkedIn Workflow
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Comet can use LinkedIn for you and do all your work there pic.twitter.com/uhuN10VPMq
— Aravind Srinivas (@AravSrinivas) 25 juillet 2025Comet can use LinkedIn for you and do all your work there
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Multi-Turn Insurance Underwriting: Open-Source LLM Evaluation Benchmark
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New: Multi-Turn Insurance Underwriting: our open-source, expert-reviewed benchmark for multi-step LLM evaluation. Multi-turn chats Tool use & reasoning LLM-judged accuracy On Hugging Face https://
huggingface.co/datasets/snork
elai/Multi-Turn-Insurance-Underwriting
… #LLMEvaluation #RAG #OpenSource -
Comet AI Agent Disrupts Food Delivery Market Without Aggregators
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Interesting Comet use case that a user pointed out just now to me: Use Comet to order food directly from the restaurant (eg: Chipotle) instead of an aggregator delivery app. Cheaper. Friction of having to deal with random websites gone. And you still get the same meal delivered.
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Walmart Launches Four AI Super Agents to Compete with Amazon
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Walmart unveils four AI 'super agents' to battle Amazon https://
perplexity.ai/page/walmart-u
nveils-ai-super-agent-kTt2sK8MSXqyeTYkLeJY1Q
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Amazing App Built Entirely in English Using DeepAgent
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This Amazing App Was Completely Vibe-Coded Using Just English
— Abacus.AI (@abacusai) 25 juillet 2025
– Database support + auth
– two different roles and permissions (student and teacher)
– multiple complex features
– reporting features
BUILT COMPLETELY ON DEEPAGENT pic.twitter.com/DWk1ZlOfReThis Amazing App Was Completely Vibe-Coded Using Just English – Database support + auth
– two different roles and permissions (student and teacher)
– multiple complex features – reporting features BUILT COMPLETELY ON DEEPAGENT -
Qwen3-Coder evaluated for agentic coding capabilities
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Claude 4 Opus is strong. But Qwen3-Coder shows what happens when open models get agentic, not just predictive. If you’re a dev, try this model ASAP. Qwen Code CLI: https://
github.com/QwenLM/qwen-co
de
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More info: https://
qwenlm.github.io/blog/qwen3-cod
er/
… Agentic Coding is here. -
Local Model Agentic Coding Loop Tool Calling Challenge
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Is anyone having success running a full Claude Code style agentic coding loop against a local model? This feels like the ultimate challenge for local tool calling right now, as it requires potentially dozens of calls in a loop and good performance over a longer context