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python
125 postsCatch your local LLM falling back to CPU
Picchio is a Python file that checks your local LLM setup, showing if the GPU really did the work.
Python Automation Cookbook: Building AI-Driven Decision Pipelines
A practical pattern for adding lightweight AI classification steps to deterministic script pipelines, handling judgment calls that if/else logic can't cover.
Building Zero-Dependency MCP Servers in Pure Python
A practical walkthrough for implementing Anthropic's Model Context Protocol from scratch using only the Python standard library, with no SDK or pip dependencies.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comA Fake Python Memory Leak: ru_maxrss vs VmRSS Confusion
A RAG pipeline seemed to leak memory as RSS kept climbing, but the real bug was measuring ru_maxrss (a peak value) instead of live VmRSS. Fix, baseline check, and batching included.
daily_stock_analysis review: how reliable is LLM-based stock analysis?
Open-source daily_stock_analysis brings LLM-powered analysis to A-shares, Hong Kong and US markets. Setup, cost, benchmarks and pitfalls covered in this hands-on review.
5 US States Open 12.4M Business Records via Free API
New York, Colorado, Pennsylvania, Oregon and Connecticut publish full business registries via free Socrata APIs with commercial-use licenses. Measured rate limits and data pitfalls inside.
Arrowproof: Verify LLM-Generated Architecture Diagrams Against Code
Arrowproof verifies architecture diagrams drawn by LLMs against actual code imports.
Physlint – Deterministic Integrity Checks for Physical-AI Data
Physlint ensures the integrity of robot data before training, providing actionable insights.
A Tool to Quickly Audit LLM-Generated Python Codebases
pyreplay aids in auditing Python code generated by LLMs, turning runs into explorable HTML pages.
Microsoft Quicksand: Sandbox Your AI Agent Without Docker or WSL
Quicksand is a Python API for running AI agents in a sandbox without Docker or WSL.