patrol114
Technical guides and Python tools — Polish and English.
Poradniki techniczne i narzędzia w Pythonie — po polsku i po angielsku.
Products
Polymarket CLOB V2 Public Data Guide — Python (PL + EN)
Full Python toolkit: setup.sh, snapshots, geoblock check, paper journal, compare_snapshots. No wallet or order placement.
Local LLM Studio Guide — Text-Gen WebUI (PL + EN)
Install oobabooga WebUI, load GGUF models offline, chat privately, and expose OpenAI-compatible API.
CodeInterpreter GPT Cheat Sheet [Lite]
Quick prompts and patterns for Code Interpreter / Advanced Data Analysis in ChatGPT.
AI Support QA & Human Escalation Kit — PL + EN
Build a controlled AI-support pilot with 30 synthetic tests, weighted QA scoring, clear human escalation, and a weekly improvement loop.
25 AI Support Safety Tests — Free Checklist (PL + EN)
Run 25 synthetic cases and check whether an AI support assistant responds, requests human review, or escalates at the intended boundary.
Customer Support Escalation Matrix — Free Template (PL + EN)
Route 15 support case types into AI_OK, HUMAN_REVIEW, or ESCALATE_NOW with an owner, trigger, and first safe action for every row.
Build one safe, testable AI prototype in 7 days
Coding Lab is a free community for builders working on AI agents, Python automations and local LLM tools. Start read-only, reproduce one failure, keep a human confirmation boundary, and share an honest demo.
Join the free Coding Lab →