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wehub-resource-sync 2de7548470 chore: import upstream snapshot with attribution
2026-07-13 12:09:03 +08:00
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01-terminal-native-coding-agent
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02-rag-over-codebase
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03-realtime-voice-assistant
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04-multimodal-document-qa
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05-autonomous-research-agent
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06-devops-troubleshooting-agent
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07-end-to-end-fine-tuning-pipeline
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08-production-rag-chatbot
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09-code-migration-agent
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10-multi-agent-software-team
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11-llm-observability-dashboard
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12-video-understanding-pipeline
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13-mcp-server-with-registry
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14-speculative-decoding-server
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15-constitutional-safety-harness
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16-github-issue-to-pr-agent
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17-personal-ai-tutor
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20-agent-harness-loop-contract
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21-tool-registry-schema-validation
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22-jsonrpc-stdio-transport
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23-function-call-dispatcher
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24-plan-execute-control-flow
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25-verification-gates-observation-budget
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26-sandbox-runner-denylist
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27-eval-harness-fixture-tasks
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28-observability-otel-traces
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29-end-to-end-coding-task-demo
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30-bpe-tokenizer-from-scratch
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31-tokenized-dataset-sliding-window
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32-token-positional-embeddings
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33-multihead-self-attention
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34-transformer-block
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35-gpt-model-assembly
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36-training-loop-eval
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37-loading-pretrained-weights
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38-classifier-finetuning
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39-instruction-tuning-sft
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40-dpo-from-scratch
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41-eval-pipeline
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42-large-corpus-downloader
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43-hdf5-tokenized-corpus
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44-cosine-lr-warmup
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45-gradient-clipping-amp
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46-gradient-accumulation
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47-checkpoint-save-resume
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48-distributed-fsdp-ddp
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49-lm-eval-harness
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50-hypothesis-generator
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51-literature-retrieval
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52-experiment-runner
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53-result-evaluator
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54-paper-writer
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55-critic-loop
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56-iteration-scheduler
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57-end-to-end-research-demo
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58-vision-encoder-patches
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59-vit-transformer
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60-projection-layer-modality-align
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61-cross-attention-fusion
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62-vision-language-pretraining
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63-multimodal-eval
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64-chunking-strategies-advanced
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65-hybrid-retrieval-bm25-dense
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66-reranker-cross-encoder
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67-query-rewriting-hyde
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68-rag-eval-precision-recall
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69-end-to-end-rag-system
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70-task-spec-format
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71-classical-metrics
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72-code-exec-metric
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73-perplexity-calibration
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74-leaderboard-aggregation
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75-end-to-end-eval-runner
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76-collective-ops-from-scratch
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77-data-parallel-ddp
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78-zero-parameter-sharding
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79-pipeline-parallel
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80-checkpoint-sharded-resume
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81-end-to-end-distributed-train
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82-jailbreak-taxonomy
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83-prompt-injection-detector
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84-refusal-evaluation
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85-content-classifier-integration
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86-constitutional-rules-engine
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87-end-to-end-safety-gate
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README.md
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README.md

Phase 19: Capstone Projects

Prove everything you learned. Build portfolio-grade systems.

See ROADMAP.md for the full lesson plan.

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