Program Fault Diagnosis

Jam is an AI-powered debugging assistant that streamlines the debugging process through automated source code analysis and code fix suggestions while ensuring privacy and security. It integrates with a Chrome extension for bug reporting workflow.

DebuGPT is an AI‑powered desktop debugger that scans code for syntax and logical errors across multiple languages, auto‑generates corrected snippets, integrates with IDEs for real‑time sessions, logs fixes for searchable history, and cuts iteration time while improving code quality.

pgrammer offers AI‑driven coding interview practice with adaptive question selection across 20+ languages, real‑time hints, difficulty tailored to experience, session saving, and GPT‑4‑powered senior engineer analysis for detailed feedback, ideal for FAANG interview prep.

Manuel is an AI assistant for installation companies, providing instant access to thousands of fault codes, guides, and maintenance tips for heat pumps and boilers. It enhances service quality and speeds up troubleshooting, ensuring consistent knowledge across teams.

Explain by Whybug uses a large language model trained on StackExchange data to analyze code errors. Paste an error message (≤200 characters) and receive concise explanations and actionable fixes, helping developers and students debug faster.

aiCode.fail reviews generated code independently of chat context, supports all languages without compiling, detects hallucinations and security issues, and integrates with Monaco Editor for instant copy and unlimited audits, speeding debugging and development cycles.