Samouczki AI

GitHub Copilot privacy settings changed in April 2026. Learn what data leaves your IDE, how to configure content exclusions, and how to fix common issues.

Learn how GitHub Copilot Enterprise uses Spaces and the Usage Metrics API to provide organizational context, governance, and adoption tracking across engineering teams.

GitHub Copilot has moved far beyond “AI autocomplete for code.” In 2026, the differences between GitHub Copilot plans come down to privacy boundaries, admin controls, auditability, and the governance your organization needs.

Set up a multi-GPU Docker environment with tensor parallelism and EAGLE speculative decoding to serve Mistral Medium 3.5 128B through an OpenAI-compatible API.

Learn how to build a productivity agent with Qwen 3.7 Max via OpenRouter, that plans, researches, writes, and self-reviews its own output in a Streamlit app.

Google's Managed Agents let you deploy autonomous agents with a single API call. Learn how to build one that analyzes data, runs Python, and generates charts.

Use Google's Antigravity CLI to orchestrate dynamic subagents that clean, analyze, and visualize a dataset in parallel, producing an interactive HTML dashboard.

Learn how to write a spec, turn it into a plan, and let Claude Code build using spec-driven development. Compare Superpowers, Spec Kit, and BMAD-METHOD to find the right tool for your workflow.

Connect Xiaomi MiMo-V2.5-Pro to OpenCode with Olostep MCP and the MiMo Token Plan, then put it to the test by building a CLI tool and a Reflex web app.

Run Qwen3.6 27B on an RTX 3090 and learn how Multi-Token Prediction (MTP) with llama.cpp can boost local LLM inference by almost 2x without upgrading your GPU.

Learn how OpenAI's gpt-realtime-2, gpt-realtime-translate, and gpt-realtime-whisper differ, then test each one with working Python WebSocket code.

Build a Python exercise trainer that logs workouts, remembers user history with Supermemory, and suggests personalized sessions across separate AI agent runs.