AI Assisted Coding and Tools

Real-world experiences testing AI assisted coding and adopting AI tools into software development from Hacker News

Latest Discussions

Experience Report5d ago

Comparing Fable and Opus for AI Coding

A user compares Fable and Opus, noting that while Opus is excellent for feature building and planning, Fable excels at identifying subtle bugs within complex codebases. Insights suggest using Opus for rapid development and Fable for deep debugging and codebase comprehension.

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🔗 Ask HN: Which one do you use for planning and coding between sonnet and Opus?

Technical Deep Dive2d ago

AI Coding Tool Comparison & Workflows

Users are evaluating the trade-offs between Cursor, Codex, and Claude Desktop. While Cursor's pricing is viewed as a commodity, its Composer feature is a key differentiator. The consensus suggests that 'capability is king' over cost, with advanced users adopting multi-tool workflows (e.g., using Grok for planning and Composer for coding) to maximize agentic effectiveness.

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🔗 Cursor removed cost information from the usage page and CSV export

Experience Report2d ago

Rapid Prototyping with AI Coding Tools

A user shares a success story of building a full-scale game prototype to production in under a month using Claude Code. The actionable insight suggests that beginners can overcome steep learning curves by applying AI tools to passion projects, facilitating rapid skill acquisition through practical application.

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🔗 Ask HN: What did you learn last month? (July 2026)

Product Feedback5h ago

AI-assisted coding workflow optimization

The user proposes a VS Code extension to improve code comprehension by replacing direct AI edits with an overlay system. This forces manual re-typing of changes, ensuring developers deeply process code rather than just skimming generated outputs. Actionable insight: There is a demand for 'active learning' AI tools that prioritize developer comprehension over pure speed.

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🔗 Prevent cognitive debt by manually retyping LLM-generated code

Experience Report1d ago

Effective AI Tool Usage in Engineering

The discussion highlights a critical distinction in professional AI usage: using LLMs as a diagnostic tool (similar to 'let me Google that for you') versus using them as a crutch for critical thinking. The key actionable insight is that professionals must verify AI outputs against logic and domain expertise to avoid spreading inaccuracies, treating Claude as a collaborator rather than an absolute authority.

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🔗 Don't Be a Meat Proxy

Experience Report12d ago

AI-assisted rapid development workflow

A developer demonstrates high-speed project completion using Claude Code. The exchange highlights how AI tools can bridge the gap for busy professionals (managers/parents) to maintain side projects, despite high-quality results being achievable in a single week.

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🔗 Show HN: Bento – Live Collab PowerPoints in One HTML (Viewer+editor+data+CRDT)