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phase 19 · 85 lessons
  • 01Terminal Native Coding Agent
  • 02Rag Over Codebase
  • 03Realtime Voice Assistant
  • 04Multimodal Document Qa
  • 05Autonomous Research Agent
  • 06Devops Troubleshooting Agent
  • 07End To End Fine Tuning Pipeline
  • 08Production Rag Chatbot
  • 09Code Migration Agent
  • 10Multi Agent Software Team
  • 11Llm Observability Dashboard
  • 12Video Understanding Pipeline
  • 13Mcp Server With Registry
  • 14Speculative Decoding Server
  • 15Constitutional Safety Harness
  • 16Github Issue To Pr Agent
  • 17Personal Ai Tutor
  • 18Agent Harness Loop Contract
  • 19Tool Registry Schema Validation
  • 20Jsonrpc Stdio Transport
  • 21Function Call Dispatcher
  • 22Plan Execute Control Flow
  • 23Verification Gates Observation Budget
  • 24Sandbox Runner Denylist
  • 25Eval Harness Fixture Tasks
  • 26Observability Otel Traces
  • 27End To End Coding Task Demo
  • 28Bpe Tokenizer From Scratch
  • 29Tokenized Dataset Sliding Window
  • 30Token Positional Embeddings
  • 31Multihead Self Attention
  • 32Transformer Block
  • 33Gpt Model Assembly
  • 34Training Loop Eval
  • 35Loading Pretrained Weights
  • 36Classifier Finetuning
  • 37Instruction Tuning Sft
  • 38Dpo From Scratch
  • 39Eval Pipeline
  • 40Large Corpus Downloader
  • 41Hdf5 Tokenized Corpus
  • 42Cosine Lr Warmup
  • 43Gradient Clipping Amp
  • 44Gradient Accumulation
  • 45Checkpoint Save Resume
  • 46Distributed Fsdp Ddp
  • 47Lm Eval Harness
  • 48Hypothesis Generator
  • 49Literature Retrieval
  • 50Experiment Runner
  • 51Result Evaluator
  • 52Paper Writer
  • 53Critic Loop
  • 54Iteration Scheduler
  • 55End To End Research Demo
  • 56Vision Encoder Patches
  • 57Vit Transformer
  • 58Projection Layer Modality Align
  • 59Cross Attention Fusion
  • 60Vision Language Pretraining
  • 61Multimodal Eval
  • 62Chunking Strategies Advanced
  • 63Hybrid Retrieval Bm25 Dense
  • 64Reranker Cross Encoder
  • 65Query Rewriting Hyde
  • 66Rag Eval Precision Recall
  • 67End To End Rag System
  • 68Task Spec Format
  • 69Classical Metrics
  • 70Code Exec Metric
  • 71Perplexity Calibration
  • 72Leaderboard Aggregation
  • 73End To End Eval Runner
  • 74Collective Ops From Scratch
  • 75Data Parallel Ddp
  • 76Zero Parameter Sharding
  • 77Pipeline Parallel
  • 78Checkpoint Sharded Resume
  • 79End To End Distributed Train
  • 80Jailbreak Taxonomy
  • 81Prompt Injection Detector
  • 82Refusal Evaluation
  • 83Content Classifier Integration
  • 84Constitutional Rules Engine
  • 85End To End Safety Gate
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phase 19 · lesson 16 of 85

Github Issue To Pr Agent

16-github-issue-to-pr-agent·full lesson folder ↗

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