Agenci kodujący

AI-assisted coding · id aicoding

Pisanie, przegląd i utrzymanie kodu przez agenty.

Writing, reviewing and maintaining code with agents.

In one sentence

To pomoc sztucznej inteligencji w pisaniu, sprawdzaniu i poprawianiu kodu programów.

This uses artificial intelligence to help write, review and fix computer programs.

Zmienianie programu wymaga znalezienia właściwego miejsca w kodzie i sprawdzenia, czy poprawka nie psuje innych funkcji.

Changing a program requires finding the right code and checking that the change does not break other features.

Asystent czyta istniejący kod, proponuje zmiany i może uruchomić sprawdzenia, które pokażą, czy program nadal działa.

An assistant reads existing code, proposes changes and can run checks to see whether the program still works.

Opisujesz, że formularz gubi wpisane dane, a asystent znajduje przyczynę w kodzie i przygotowuje poprawkę do sprawdzenia.

You explain that a form loses entered details, and an assistant finds the cause in the code and prepares a fix for review.

Kernele pisane przez LLM (LLM-generated kernels): Models and agents that write and speed up GPU code themselves — with RL and evolutionary search.
Migracja i modernizacja kodu z AI (AI-assisted code migration and modernisation): Models and agents rewrite large amounts of existing code: library upgrades, interface changes, translation between languages.
Podpowiadanie kodu w edytorze (Inline code completion (fill-in-the-middle)): A model writes the next lines or blocks of code at the cursor; systems trained with fill-in-the-middle can use code both before and after the gap.
Programowanie od specyfikacji (Spec-driven development with coding agents): A structured specification is created first, often together with a technical plan and task list; these artifacts guide the agent and may remain a reference point for later changes.
Przegląd kodu przez AI (AI code review): A model analyses a code change (pull request) and leaves comments on bugs, risks and style before human review.
Sterowanie przed pierwszą edycją kodu (Pre-edit planning intervention for coding agents): A single planning intervention before the first source edit in coding agents.
Vibe coding: tworzenie bez przeglądania kodu (Vibe coding (creating software without reviewing generated code)): Iterative software creation through prompts and behavioral testing without reading or understanding the generated code; unlike responsible AI-assisted programming, the generated changes are not reviewed.

DeepLearning.AI — course catalogue · course catalogue: 42 topic labels with counts, about 130 courses.
How to build your first team of agents · X article · sponsored (Raft) · Machina (X): Original link not found; file saved by the user. Structure only — no statistics, no product claims.
Performance Engineering for AI Infra — learning guide · GitHub repository · tiered curriculum (Tier 1–3) · MIT licence · Wafer (wafer-ai): Company material with a hiring note, but the evidence is mostly primary sources. Table of contents sieved: only topics became nodes; tiers kept as link labels.