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 Report10d ago

AI-assisted software development workflow

The thread highlights a trend where developers increasingly rely on AI tools like Claude and Codex for coding tasks in non-critical projects, effectively reducing manual coding effort and shifting their role to supervision and integration. This suggests opportunities for optimizing development processes by incorporating AI assistance, especially for routine or less critical work. A contrasting comment humorously emphasizes traditional hard manual labor to underscore the shift in developer work culture.

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🔗 Web development is fun again

Experience Report4d ago

AI-assisted coding productivity

Users share their positive experiences using AI (Claude Code) to maintain coding momentum during limited time slots. They highlight how AI helps tackle non-critical, time-consuming tasks, allowing them to contribute more effectively without burdening development teams. This suggests actionable insights for integrating AI coding assistants to improve workflow and productivity.

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🔗 Ask HN: Senior engineering mngrs: how has AI changed your day-to-day work?

Experience Report7d ago

Practical use of AI coding tools

The thread discusses practical experiences with AI coding tools, highlighting that while they may not handle complex or greenfield tasks entirely, they are still valuable for routine, repetitive work. One user emphasizes using AI like 'lego blocks' to assemble common code components, accepting and correcting occasional errors, thus enhancing productivity. Another user counters by stating the frustration engineers feel when tools are overhyped as fully capable, despite their experience showing limitations. The actionable insight is to adopt AI tools for manageable tasks to save time and effort, while maintaining realistic expectations about current capabilities.

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🔗 Opus 4.5 is going to change everything

Experience Report20h ago

Gradual AI integration in coding workflows

The thread explores a gradual acceptance and integration of AI tools like Gemini and Opus into coding workflows. One user reports substantial time savings, reducing tasks from hours to minutes with AI assistance, though not yet fully delegating tasks like pull requests. Another user supports this perspective by referencing Andrej Karpathy's podcast, which emphasizes a slow rollout of AI automating manual work incrementally until it becomes indispensable. The insights suggest a practical approach to adopting AI gradually, highlighting the evolving role of engineers alongside AI, rather than replacement.

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🔗 Let's be honest, Generative AI isn't going all that well

Experience Report1d ago

Sharing AI coding workflows

The thread discusses the challenge of making AI coding efforts reproducible and shareable among programmers. One participant highlights the difficulty in capturing AI-driven coding sessions beyond CLI command outputs, suggesting the need for a structured way to share 'AI instructions' as code. Another participant responds by emphasizing process improvements such as logging sessions, leveraging Git commit histories, and generating documentation through AI summaries to better preserve and communicate what was accomplished. Actionable insights include adopting systematic logging and documentation practices to aid in sharing AI-assisted coding workflows.

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🔗 Ask HN: Why are AI coding agents not working for me?

Experience Report5d ago

Comparing AI coding tools from user experience

The discussion revolves around user experiences with AI coding assistants such as Claude Code and Aider. One participant prefers Aider for its stability and focused approach despite fewer features or slower updates, highlighting that understanding the core functionality (editing files iteratively) can outweigh additional features. This suggests that users might prioritize reliability and simplicity in workflow over an extensive plug-in ecosystem when selecting AI coding tools.

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🔗 Anthropic bans use of API in OpenCode CLI tool