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Stanford CS146S

Modern Software Dev (3 Posts)

Maeumjigi AI Chatbot

Llama 3.1 Fine-tuning (23 Posts)

Smart Vision ANPR

Lane Intrusion & ANPR (5 Posts)

RL Q-Learning Robot

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34 total dev logs

Maeumjigi AI Chatbot (23)

[Maeumjigi Capstone Dev Log #1] The First Steps: Claude Code AI Workflow & Capstone Architecture Planning
[Maeumjigi Capstone Dev Log #2] Initial Alarm App Planning and Testing
[Maeumjigi Capstone Dev Log #3] Alarm App Build Test and Fine-Tuning Preprocessing Kickoff
[Maeumjigi Capstone Dev Log #4] Full-Scale Data Preprocessing: Llama 3.1 Chat Template & Autonomous JSONL Pipeline
[Maeumjigi Capstone Dev Log #5] Purifying 100,000 Emotion Data Points and the Pressure of Application Programming Interface (API) Costs
[Maeumjigi Capstone Dev Log #6] Automated Report Pipeline: python-docx Visualization & Next.js 14 Frontend Kickoff
[Maeumjigi Capstone Dev Log #7] Synthetic Data (v5) Generation Optimization and Frontend Integration
[Maeumjigi Capstone Dev Log #8] Application Programming Interface (API) Bill Bomb Incident and Preparing Colab Fine-Tuning
[Maeumjigi Capstone Dev Log #9] Llama 3.1 Fine-Tuning Error Struggle and Week 6 Mid-term Presentation
[Maeumjigi Capstone Dev Log #10] Resolving API Rate Limits: Unmanned Automation & Resilient Data Synthesis Pipeline
[Maeumjigi Capstone Dev Log #11] Evaluating M6 Model Trained on Synthetic Data (v5)
[Maeumjigi Capstone Dev Log #12] 70B Massive Model Fine-Tuning and GPU Memory (OOM) Struggle
[Maeumjigi Capstone Dev Log #13] Limits of 70B Training and the Pivot to Mid-Size Models (HCX, Qwen)
[Maeumjigi Capstone Dev Log #14] All Fine-Tuning Completed and Parallel Inference (Eval) Pipeline Built
[Maeumjigi Capstone Dev Log #15] Visualizing Fine-Tuning Results of 5 Models & Local Environment Setup
[Maeumjigi Capstone Dev Log #16] Fatal Mistake, 2nd Fine-Tuning, and React Native App Launch
[Maeumjigi Capstone Dev Log #17] 2nd Fine-Tuning Complete & The Trap of the Automation Pipeline
[Maeumjigi Capstone Dev Log #18] Expanding Inference Tokens and Comparing 2nd Fine-Tuning Results
[Maeumjigi Capstone Dev Log #19] Automated Evaluation Reports & FastAPI PostgreSQL 401 Debugging
[Maeumjigi Capstone Dev Log #20] 3rd Fine-Tuning Complete & Backend Feature Enhancements
[Maeumjigi Capstone Dev Log #21] Optimizing Data Mix Ratios and Starting the 4th Fine-Tuning
[Maeumjigi Capstone Dev Log #22] 4th Fine-Tuning Triumph: Checkpoint-4400, Data Mix Ratios & Full System Architecture
[Maeumjigi Capstone Dev Log #23] Dual-Layer Safety Wrapper, AWS EC2 GPU Budgeting & Semester 1 Defense

stanford-cs329a-1

November 1, 2026 · 0 min read

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[Stanford CS146S #10] The Future of Software Engineering: Autonomous Agent Swarms, Zero-Human Deployment Pipelines, and Managing AI Fleets at Scale

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