Local Models vs Cloud Coding Assistants
Local for secret-heavy repos; cloud for speed if policy allows.
Articles
Published work from this author.
AI-Generated Tests vs Human Tests First
Humans own critical paths; AI fills coverage gaps.
Copilot vs Claude for Refactors
Claude for multi-file reasoning; Copilot for local edits.
Inline Completion vs Chat-Based Coding Assist
Completion for glue; chat for design and reviews.
Perplexity for Best AI Coding Assistants: Cluster Review
Library/API research; not a substitute for tests
Gemini for Best AI Coding Assistants: Cluster Review
Capable assistant when Google Cloud is already the home
Notion AI for Best AI Coding Assistants: Cluster Review
Useful for RFCs and coding standards living docs
GitHub Copilot for Best AI Coding Assistants: Cluster Review
Default IDE completion for many teams; still needs PR discipline
Claude for Best AI Coding Assistants: Cluster Review
Strong for large-context refactors and review notes
ChatGPT for Best AI Coding Assistants: Cluster Review
Solid for design docs and debugging narratives outside the IDE