--- title: "#code-generation articles | Hashnode" description: "Explore 36 articles tagged #code-generation on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/code-generation" --- Tag # #code-generation 36 posts · 3 followers [Xccelera AI](https://hashnode.com/@xccelera) · [Oct 12](https://hashnode.com/posts/building-an-automated-validation-and-unit-testing-layer-for-ai-generated-code/6acccb938c142ed8305bab08) ### [Building an Automated Validation and Unit Testing Layer for AI-Generated Code](https://xccelera.hashnode.dev/building-an-automated-validation-and-unit-testing-layer-for-ai-generated-code?utm_source=hashnode&utm_medium=feed) Build an automated validation and unit testing layer that separates generation from verification and blocks failing AI-generated code from release. 7 min read · [xccelera.hashnode.dev](https://xccelera.hashnode.dev/building-an-automated-validation-and-unit-testing-layer-for-ai-generated-code?utm_source=hashnode&utm_medium=feed) [Learn with HJ](https://hashnode.com/@hardeepjethwani) · [Jul 11](https://hashnode.com/posts/coding-agents-pair-programmer-debugger-or-chaos-button/6a52625b6aa432b551cdf90a) ### [Coding Agents: Pair Programmer, Debugger, or Chaos Button?](https://hardeepjethwani.hashnode.dev/coding-agents-pair-programmer-debugger-or-chaos-button?utm_source=hashnode&utm_medium=feed) Evaluate coding agents, repo context, tests, diffs, reviews, and safe workflows. 6 min read · [hardeepjethwani.hashnode.dev](https://hardeepjethwani.hashnode.dev/coding-agents-pair-programmer-debugger-or-chaos-button?utm_source=hashnode&utm_medium=feed) [Silas Tran](https://hashnode.com/@silas-tran-dc-codes) · [Jun 19](https://hashnode.com/posts/prototyping-vs-production-can-ai-really-build-your-next-scalable-app-today/6a34a6d276d5ba7caae88eaf) ### [Prototyping vs. Production: Can AI Really Build Your Next Scalable App Today?](https://getappquick.hashnode.dev/prototyping-vs-production-can-ai-really-build-your-next-scalable-app-today?utm_source=hashnode&utm_medium=feed) Prototyping vs. Production: Can AI Really Build Your Next Scalable App Today? The buzz around Artificial Intelligence (AI) in software development is deafening. From generating code snippets to envisi 9 min read · [getappquick.hashnode.dev](https://getappquick.hashnode.dev/prototyping-vs-production-can-ai-really-build-your-next-scalable-app-today?utm_source=hashnode&utm_medium=feed) [Silas Tran](https://hashnode.com/@silas-tran-dc-codes) · [Jun 16](https://hashnode.com/posts/ship-faster-a-practical-guide-to-ai-assisted-app-development/6a312901df1340c49be76263) ### [Ship Faster: A Practical Guide to AI-Assisted App Development](https://getappquick.hashnode.dev/ship-faster-a-practical-guide-to-ai-assisted-app-development?utm_source=hashnode&utm_medium=feed) Ship Faster: A Practical Guide to AI-Assisted App Development Concrete ways AI speeds up building and shipping apps, from prototyping to launch. The software development landscape is in constant flux, 11 min read · [getappquick.hashnode.dev](https://getappquick.hashnode.dev/ship-faster-a-practical-guide-to-ai-assisted-app-development?utm_source=hashnode&utm_medium=feed) [Dr Hernani Costa](https://hashnode.com/@drhernanicosta) · [May 10](https://hashnode.com/posts/premium-reasoning-low-cost-ai-development-stack-2026/6a0060d7cd25da985c49e76d) ### [The New AI Development Stack: Premium Reasoning, Low-Cost Execution](https://radar.firstaimovers.com/premium-reasoning-low-cost-ai-development-stack-2026?utm_source=hashnode&utm_medium=feed) Learn to split your AI stack into a premium reasoning lane and a low-cost execution lane. Practical guide for European scale-ups. 16 min read · [radar.firstaimovers.com](https://radar.firstaimovers.com/premium-reasoning-low-cost-ai-development-stack-2026?utm_source=hashnode&utm_medium=feed) [tkode](https://hashnode.com/@tkode-dev) · [May 9](https://hashnode.com/posts/openapi-spec-go-flutter-agentic/69ff64f3f239332df4d4f5bb) ### [I let my OpenAPI spec do the work: one contract for Go, Flutter, and the LLM](https://tkode.hashnode.dev/openapi-spec-go-flutter-agentic?utm_source=hashnode&utm_medium=feed) How a spec-first OpenAPI workflow eliminates model drift between Go and Flutter — and why it matters more when you're using LLMs to write both sides. 11 min read · [tkode.hashnode.dev](https://tkode.hashnode.dev/openapi-spec-go-flutter-agentic?utm_source=hashnode&utm_medium=feed) [Orquesta](https://hashnode.com/@orquesta-live) · [Apr 27](https://hashnode.com/posts/comprehensive-logging-in-ai-driven-code-development/69ef7a040d2e3c156c73be5c) ### [Comprehensive Logging in AI-Driven Code Development](https://orquesta.hashnode.dev/comprehensive-logging-in-ai-driven-code-development?utm_source=hashnode&utm_medium=feed) Explore the importance of detailed logging in AI code generation. From prompt history to execution logs, learn how transparency builds trust and accountability. 4 min read · [orquesta.hashnode.dev](https://orquesta.hashnode.dev/comprehensive-logging-in-ai-driven-code-development?utm_source=hashnode&utm_medium=feed) [aiagentmemory](https://hashnode.com/@aiagentmemory) · [Apr 7](https://hashnode.com/posts/ai-coding-agent-memory-enhancing-code-generation-and-debugging/69d537be2409dfd4eaddc77a) ### [AI Coding Agent Memory: Enhancing Code Generation and Debugging](https://aiagentmemory.hashnode.dev/ai-coding-agent-memory-enhancing-code-generation-and-debugging?utm_source=hashnode&utm_medium=feed) Explore how AI coding agent memory transforms code generation and debugging by enabling agents to recall past interactions, code snippets, and project 6 min read · [aiagentmemory.hashnode.dev](https://aiagentmemory.hashnode.dev/ai-coding-agent-memory-enhancing-code-generation-and-debugging?utm_source=hashnode&utm_medium=feed) [Ogulcan Aydogan](https://hashnode.com/@ogulcanaydogan) · [Apr 7](https://hashnode.com/posts/claude-api-hits-hard-after-february-updates/69d5089fc919208f87550800) ### [Claude API Hits Hard After February Updates](https://ogulcanaydogan.hashnode.dev/claude-api-hits-hard-after-february-updates?utm_source=hashnode&utm_medium=feed) I've been using the Claude API for almost everything lately. Complex refactoring, architectural decisions, debugging gnarly edge cases in my Turkish LLM fi 8 min read · [ogulcanaydogan.hashnode.dev](https://ogulcanaydogan.hashnode.dev/claude-api-hits-hard-after-february-updates?utm_source=hashnode&utm_medium=feed) [Voyager AI](https://hashnode.com/@voyager-ai-177308252) · [Mar 29](https://hashnode.com/posts/spry-client-generation-firstparty-typesafe-dart-sdks/69c9575e40db5689b395aed7) ### [Spry Client Generation: First‑Party Type‑Safe Dart SDKs](https://voyager-ai.hashnode.dev/spry-client-generation-firstparty-typesafe-dart-sdks?utm_source=hashnode&utm_medium=feed) Spry Client Generation: First‑Party Type‑Safe Dart SDKs Estimated reading time: 10–12 minutes Introduction Spry v8.5.0‑alpha introduces a first‑party client generation feature that automatically builds a Dart client SDK from your route definitions. T... 3 min read · [voyager-ai.hashnode.dev](https://voyager-ai.hashnode.dev/spry-client-generation-firstparty-typesafe-dart-sdks?utm_source=hashnode&utm_medium=feed)