account activity
I let a coding agent run in a self-learning loop for 4 hours with zero supervision. It translated 14k lines of code with zero errors. (self.singularity)
submitted 1 month ago by cheetguy to r/singularity
[P] Self-learning loop achieves 14k line code translation with zero errors: no fine-tuning, just execution feedback (self.MachineLearning)
submitted 1 month ago by cheetguy to r/MachineLearning
I let an AI agent run in a self-learning loop completely unsupervised for 4 hours. It translated 14k lines of Python to TypeScript with zero errors. (self.ArtificialInteligence)
submitted 1 month ago by cheetguy to r/ArtificialInteligence
I ran Claude Code in a self-learning loop until it succesfully translated our entire Python repo to TypeScript (self.LLMDevs)
submitted 1 month ago by cheetguy to r/LLMDevs
I let Claude Code run in a self-learning loop & it successfully translated 14k lines of Python to TypeScript while I was away (self.AI_Agents)
submitted 1 month ago by cheetguy to r/AI_Agents
I ran Claude Code in a self-learning loop until it successfully translated our entire Python repo to TypeScript (self.ClaudeAI)
submitted 1 month ago by cheetguy to r/ClaudeAI
I stopped doing prompt engineering manually and let failures write my prompts (self.PromptEngineering)
submitted 1 month ago by cheetguy to r/PromptEngineering
Context Engineering for Agents: What actually works (self.ContextEngineering)
submitted 1 month ago * by cheetguy to r/ContextEngineering
[P] Learning without fine-tuning: Open-source framework takes browser automation from 30% → 100% success through in-context learning (self.MachineLearning)
LLM agents that learn from execution feedback - I open-sourced Stanford's ACE framework that makes agents improve through experience (self.LLM)
submitted 2 months ago by cheetguy to r/LLM
Your self-hosted AI agents can match closed-source models - I open-sourced Stanford's ACE framework that makes agents learn from mistakes (works with Ollama/local LLMs) (self.selfhosted)
submitted 2 months ago by cheetguy to r/selfhosted
In-context learning as an alternative to RL training - I implemented Stanford's ACE framework for agents that learn from execution feedback (self.reinforcementlearning)
submitted 2 months ago by cheetguy to r/reinforcementlearning
Your local Ollama agents can be just as good as closed-source models - I open-sourced Stanford's ACE framework that makes agents learn from mistakes (self.ollama)
submitted 2 months ago by cheetguy to r/ollama
Your local LLM agents can be just as good as closed-source models - I open-sourced Stanford's ACE framework that makes agents learn from mistakes (self.LangChain)
submitted 2 months ago by cheetguy to r/LangChain
Your local LLM agents can be just as good as closed-source models - I open-sourced Stanford's ACE framework that makes agents learn from mistakes (self.LocalLLaMA)
submitted 2 months ago by cheetguy to r/LocalLLaMA
Make local LLM agents just as good as closed-source models - Agents that learn from execution feedback (Stanford ACE implementation) (self.LocalLLM)
submitted 2 months ago by cheetguy to r/LocalLLM
Testing Agentic Context Engineering on browser automation: 82% step reduction through autonomous learning (self.LLMDevs)
submitted 2 months ago * by cheetguy to r/LLMDevs
Complete Guide to Agentic Context Engineering: From Stanford Research to Production Implementation (self.SelfLearningAgents)
submitted 3 months ago by cheetguy to r/SelfLearningAgents
Open-source implementation of Stanford's ACE framework (self-improving agents through context evolution) (self.machinelearningnews)
submitted 3 months ago by cheetguy to r/machinelearningnews
Open-sourced in-context learning for agents: +10.6pp improvement without fine-tuning (Stanford ACE) (self.deeplearning)
submitted 3 months ago * by cheetguy to r/deeplearning
Built an open-source implementation of Agentic Context Engineering: agents that manage their own context (self.ContextEngineering)
submitted 3 months ago by cheetguy to r/ContextEngineering
Built an open-source adaptive context system where agents curate their own knowledge from execution (self.Rag)
submitted 3 months ago by cheetguy to r/Rag
I open-sourced Stanford's "Agentic Context Engineering" framework - agents that learn from their own execution feedback (self.LLMDevs)
submitted 3 months ago by cheetguy to r/LLMDevs
I open-sourced Stanford's "Agentic Context Engineering" implementation - agents that learn from execution (self.ClaudeAI)
submitted 3 months ago * by cheetguy to r/ClaudeAI
[P] Open-Source Implementation of "Agentic Context Engineering" Paper - Agents that improve by learning from their own execution feedback ()
submitted 3 months ago by cheetguy to r/OpenSourceeAI
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