AI Workflows
Browse community questions, practical takeaways, and tool-related conversations in this AI category.
ChatGPT vs Claude for long-form research and citations
Our content team creates 5–10k word whitepapers that require accurate citations and long-context memory. Which model better supports source tracking, iterative drafts, and enterprise workflows?
Troubleshooting Copilot hallucinations in generated tests
Copilot sometimes creates tests referencing non-existent functions or APIs; need strategies to detect, warn, and automatically validate generated tests before merging. Looking for linters or CI checks to…
How to use Copilot to auto-generate unit tests in VS Code
Trying to speed up test coverage by prompting Copilot to create test skeletons from function signatures; need reliable prompt patterns and editor settings. Prefer language-specific tips (TypeScript/Python).
Workflow: GitHub Copilot for PR generation and tests
I want a reliable developer workflow that uses Copilot to draft PR descriptions, generate unit test scaffolding, and run sanity checks before CI. Looking for editor hooks, CI…
Best: GitHub Copilot vs ChatGPT for large refactors
Choosing between Copilot and ChatGPT for orchestrating large automated refactors across a Python codebase—need pros/cons on context-window handling, repo integration, and safety checks. Scale: ~200k LOC.
How: Use GitHub Copilot in PR reviews to speed fixes
I want a practical workflow where Copilot helps suggest PR fixes and generates patch suggestions during code review for a TypeScript monorepo; need steps for reviewer prompts, security…
how to integrate ElevenLabs TTS into my Audacity workflow
I edit episodes in Audacity and want a repeatable way to generate segments with ElevenLabs, apply noise reduction, and batch-export. Need step-by-step integration tips and file settings.
how to run human-in-the-loop QA for Jasper outputs
We want a lightweight QA checklist and automated checks to catch factual errors and tone drift before publishing. Looking for integration points with editorial tools.
Leonardo AI workflow for environment concept batches
I'm an environment artist wanting a fast pipeline to generate 50 environment thumbnails with consistent lighting and camera angles for iteration.