📄 文章列表

450 篇文章
TDS

Run Python Up to 150× Faster with C

✅ completed ⭐ ★★★★★★ 2025-11-10
TDS

Learning Triton One Kernel at a Time: Softmax

✅ completed ⭐ ★★★★★★ 2025-11-23
TDS

JSON Parsing for Large Payloads: Balancing Speed, Memory, and Scalability

✅ completed ⭐ ★★★★★★ 2025-12-02
TDS

Overcoming the Hidden Performance Traps of Variable-Shaped Tensors: Efficient Data Sampling in PyTorch

✅ completed ⭐ ★★★★★★ 2025-12-03
TDS

TDS Newsletter: Optimize, Optimize, Optimize, or The Art of Making Everything Better

✅ completed ⭐ ★★★★★★ 2025-12-11
TDS

When (Not) to Use Vector DB

✅ completed ⭐ ★★★★★★ 2025-12-16
TDS

Breaking the Hardware Barrier: Software FP8 for Older GPUs

✅ completed ⭐ ★★★★★★ 2025-12-28
TDS

Faster Is Not Always Better: Choosing the Right PostgreSQL Insert Strategy in Python (+Benchmarks)

✅ completed ⭐ ★★★★★★ 2026-01-08
TDS

Going Beyond the Context Window: Recursive Language Models in Action

✅ completed ⭐ ★★★★★★ 2026-01-27
TDS

Pydantic Performance: 4 Tips on How to Validate Large Amounts of Data Efficiently

✅ completed ⭐ ★★★★★★ 2026-02-06
TDS

Write C Code With Python: The Magic of PythoC

✅ completed ⭐ ★★★★★★ 2026-03-08
TDS

PyTorch NaNs Are Silent Killers — So I Built a 3ms Hook to Catch Them at the Exact Layer

✅ completed ⭐ ★★★★★★ 2026-04-28
TDS

LLM Evals Are Based on Vibes — I Built the Missing Layer That Decides What Ships

✅ completed ⭐ ★★★★★★ 2026-05-17
TDS

Prompt Engineering Isn’t Enough — I Built a Control Layer That Works in Production

✅ completed ⭐ ★★★★★★ 2026-05-21
TDS

RAG Is Burning Money — I Built a Cost Control Layer to Fix It

✅ completed ⭐ ★★★★★★ 2026-05-29
TDS

Qdrant TurboQuant Explained: Is TurboQuant the Silver Bullet?

✅ completed ⭐ ★★★★★★ 2026-05-30
TDS

My AI Couldn’t See My Files — I Built a Zero-Dependency MCP Server

✅ completed ⭐ ★★★★★★ 2026-06-05
TDS

We Should Train AI to Betray Its Users

✅ completed ⭐ ★★★★★★ 2026-06-07
TDS

LLM Fallbacks Break Agent Pipelines — I Built the Missing Recovery Layer

✅ completed ⭐ ★★★★★★ 2026-06-16
TDS

Python 3.14 and its New JIT Compiler

✅ completed ⭐ ★★★★★★ 2026-06-19