Knowledge dump

Notes, TILs, and experiments.

• [ 2025-12-27 ] Codex skills are basically prompt aliases
• [ 2025-12-25 ] Speculative decoding for faster LLM inference (and what EAGLE changes)
• [ 2025-12-18 ] Multilingual code-switch dataset generation with NeMo Data Designer
• [ 2025-12-16 ] UUIDv4 vs bigint primary keys in Postgres (buffers + locality demo)
• [ 2025-12-14 ] TIL: Using multiple tmux servers with -L
• [ 2025-12-14 ] TIL: Clean up text with git stripspace
• [ 2025-11-23 ] Trackio Experiment Tracking
• [ 2025-11-01 ] UUIDv7 PostgreSQL
• [ 2025-10-10 ] Notes on The Ultra-Scale Playbook
• [ 2025-09-22 ] tmux Prefix L Previous Session
• [ 2025-09-15 ] Ctrl-Z Fg Vim
• [ 2025-09-06 ] SQLite Vec OpenAI Embeddings
• [ 2025-08-28 ] Stacking SWA Notes
• [ 2025-08-01 ] Llama Vim Offline Copilot Alternative
• [ 2025-08-01 ] Amp CLI vs Codex CLI
• [ 2025-07-19 ] TIL: Exploring Databases in Vim with vim-dadbod
• [ 2025-03-13 ] TIL: Using `files-to-prompt` to Concatenate Files for LLMs
• [ 2024-11-13 ] TIL: How to Handle SSL Verification Errors in Corporate Environments
• [ 2024-10-09 ] TIL: Setting Up Snippets in Vim with UltiSnips and vim-snippets
• [ 2024-09-07 ] TIL: Exploring hf-llm.rs and Rust Learnings
• [ 2024-04-01 ] Deploying vLLMs with Docker: A Guide to Fixing NVIDIA GPU Access
• [ 2024-01-19 ] TIL: Asyncio for API Requests - Batching vs. Semaphore
• [ 2024-01-11 ] Introducing PEP 736: Shorthand syntax for keyword arguments at invocation
• [ 2023-11-30 ] llamafile: Run Llama LLM Locally
• [ 2023-08-18 ] AWS Endpoint: Multi-model vs Multi-container
• [ 2023-07-31 ] Fix: Overcomming SSH Connectivity Issues with GitLab
• [ 2023-07-30 ] Fix: Failure to Start Jupyter Lab Notebook
• [ 2023-07-27 ] Running Llama2.c Inference: A Step-by-Step Guide
• [ 2023-07-22 ] TIL: Finetuning Llama-2 Model with Autotrain and Lit-GPT
• [ 2023-07-07 ] Run Code Completion LLM Locally
• [ 2023-06-04 ] TIL: Evaluator from Huggingface
• [ 2023-06-03 ] TIL: Better F-string expression with python 3.12
• [ 2023-05-25 ] DocQA: Chat with PDFs using LangChain and OpenAI
• [ 2023-05-24 ] My first reinforcement learning model on AWS
• [ 2023-05-23 ] Table Extraction: Comparing Amazon Textract Service and Camelot
• [ 2023-05-14 ] How to train spaCy text classifier for multiclass or multilabel problem
• [ 2023-05-06 ] TIL: vim-pydocstring
• [ 2023-05-02 ] ChatGPT Prompt Engineering for Developers
• [ 2023-04-23 ] Finetune DistilGPT2 Language Model on Wikitext Dataset
• [ 2023-04-04 ] TIL: retab command in vim
• [ 2023-04-02 ] Minimalistic dev setup