The agent-first approach to building products
A developer argues that companies should adopt an agent-first approach to product development, treating AI agents as primary users rather than adding agent support as an afterthought. The approach emp…
A developer argues that companies should adopt an agent-first approach to product development, treating AI agents as primary users rather than adding agent support as an afterthought. The approach emp…
A developer optimized pgvector performance for the vibe-memory semantic memory service, reducing query time from 800ms to 15ms. Switching from the default IVFFlat index to HNSW provided a 5x improveme…
System design interviews are evolving to include AI-specific questions on topics like ChatGPT, RAG, LLM inference, and AI agents. A developer outlines key differences from traditional systems, such as…
A developer compiled a list of 47 words and phrases that make text sound AI-written, such as 'leverage', 'cutting-edge', and 'it's important to note'. The list includes plain-English replacements and …
The team at Notionmind Dev.to reports that AI tools like ChatGPT and Google AI Overview are replacing traditional search engines as the primary way customers discover businesses. To appear in AI-gener…
Anthropic CEO Dario Amodei warns that AI will cause an unusually painful disruption to the job market, as it replaces cognitive work across almost every category simultaneously. Gartner predicts that …
A developer built Vibe-Memory, an AI-powered semantic memory system that addresses ChatGPT's lack of long-term memory. The system uses pgvector on PostgreSQL and OpenAI embeddings to store and retriev…
A developer built AI Prompt Toolkit, a collection of seven free browser-based tools for prompt engineering that require no sign-up and process all data locally. The tools include token estimation, JSO…
Anthropic CEO Dario Amodei refused a Pentagon ultimatum to remove usage restrictions on the Claude AI model, which prohibited mass domestic surveillance and fully autonomous weapons. The US government…
A developer's comparison of Python and PHP in 2026 concludes that Python is the better choice for beginners and those interested in AI/ML, while PHP remains strong for WordPress, client sites, and Lar…
A developer built an automated extraction and chunking pipeline that converts any documentation site into clean, structured markdown ready for vector stores. The pipeline, available as the RAG Docs Ex…
LlamaIndex and Pinecone have become a reliable combination for production RAG systems, with LlamaIndex handling orchestration and Pinecone managing vector storage. A 2024 report indicates over 60% of …
A developer created apte, an async-first test framework for Python that unifies unit tests and LLM evals in the same engine with shared fixtures. The framework uses typed dependencies with Annotated a…
A developer participating in the Gemma 4 challenge built Dresscode, an AI stylist that uses computer vision to digitize wardrobes and LLM function calling to recommend weather-appropriate outfits. The…
A developer built ZeroAudit, an AI-powered SOC 2 compliance automation tool using AWS DynamoDB and Vercel. The tool connects to services like GitHub, AWS CloudTrail, and PagerDuty to automatically col…
A developer building an email triage system argues that classifier confidence alone is insufficient for irreversible actions like sending or permanently deleting emails. The system uses a deterministi…
A developer built a C# LLM event parser called EventParser and tested it using Promptfoo's LLM-as-a-judge evaluation. The project separates the prompt file from the code, allowing Promptfoo to test th…
Tailwind CSS laid off 75% of its engineering team, a move CEO Steve Schoger attributed to AI but which was more likely caused by the rise of the free, open-source component library shadcn/ui. shadcn/u…
A developer built two browser-based background removal tools—one using the Canvas API for uniform backgrounds and another using WebAssembly with an ONNX Runtime machine learning model for complex back…
The AI engineering tools landscape in mid-2026 shows a three-tier structure with Claude Code leading at 87.6% SWE-bench, Cursor crossing 1 million paid users, and GitHub Copilot switching to credit-ba…