A developer recounts being challenged by a senior engineer after relying on AI to generate code without fully understanding the task. The experience highlighted the difference between assembling code …
An indie developer who was laid off with no savings rebuilt their income around an autonomous App Store submission pipeline powered by Claude Code, now clearing ¥1.2M a month. The pipeline uses the Ap…
An AI crawler is an automated bot that fetches web pages to feed AI systems, either for training models like GPT and Claude or for live retrieval so AI answers can cite sources. Major crawlers include…
A developer argues that guardrails for AI agents that inspect tool-call text cannot catch dangerous financial operations, because the risk often lies in the state of the system rather than the command…
Merlonix, a monitoring SaaS, runs its entire infrastructure on Cloudflare Workers and Supabase for near-zero cost. The company uses eight Cloudflare Workers for compute, static Next.js exports for the…
A developer behind a rewriting tool clarified that running a document through their software does not remove the obligation to disclose AI involvement, as rewording does not change the fact that AI wa…
Thumbs.ai's YouTube meme thumbnail maker faces an information-architecture challenge in its template picker, requiring a frontend model that represents more than image previews. The interface should s…
A developer known as DL, who runs Direction Reset Review, explains why AI tools with impressive demos often fail to gain adoption. He argues that solving the production problem (output quality) is not…
A developer surveyed session manager options for Claude Code, concluding that the real problem is knowing the state of each session without opening it. The built-in agent view in Claude Code's termina…
Gate of AI published a technical tutorial on building a Python terminal assistant that supports both OpenAI ChatGPT-style models and Anthropic Claude Sonnet 5. The application uses a provider adapter …
A developer's guide separates the local-versus-cloud GPU debate into four practical questions, emphasizing that price alone cannot determine the best deployment option. The article highlights that dep…
Perigon has introduced a news feed API designed to ground large language model outputs in live, structured coverage, addressing issues like stale knowledge and hallucinated citations. The service offe…
A developer outlines a method for debugging customer-support assistants by separating retrieval problems from answer-writing problems. The approach involves creating a contract that names the customer…
An audit of GetPricePulse, a SaaS pricing intelligence product built autonomously by the AI agent Claude during The $100 AI Startup Race, found that the biggest problems were not technical bugs but in…
An engineer has detailed a method for detecting tool and schema drift in remote MCP servers, a failure mode invisible to conventional uptime checks. The approach involves fingerprinting a server's adv…
A survey of 138 developers found that 75% prefer Anthropic's Claude Code over OpenAI's Codex for everyday AI-driven coding, citing higher accuracy, deeper context awareness, and smoother workflow. The…
Addy Osmani, who spent 14 years at Google working on Chrome DevTools and developer experience, discussed how AI agents are reducing the cost of producing output, making specification and evaluation th…
A developer introduced a tool called Prodshape that lets spec-driven development repositories define business rules once and cite them across multiple specs, preventing drift and ambiguity. The tool u…
A developer argues that AI-assisted development makes it crucial to make software assumptions explicit, and lists 23 TypeScript tools that help achieve this. The tools include Effect for explicit effe…
Software engineer Ilakkiyan has announced plans to document his work in AI engineering, LLMs, and AI agents on DEV.to, emphasizing the importance of data, architecture, reliability, and user experienc…