A developer investigating a DEV challenge discovered that paginating by 100 caused 39 of 422 rows to be lost, while paginating by 99 or 101 returned all rows. The bug was traced to the API's handling …
A developer is improving a local pressure washing website in Jacksonville, FL, focusing on SEO, AEO, and GEO. The developer aims to make the business, services, locations, and relationships clear to m…
A developer spent weeks teaching an AI helper inside their course to say 'I don't know' after it confidently invented a nonexistent feature for a student. The project shifted from generating text to s…
A developer has built HEALER, a system that automates the software engineering loop by detecting, diagnosing, and fixing problems in code. Building on the X-Ray observability system, HEALER uses a lay…
A developer has forked OpenCode's harness to create an open-source project that enables node-based AI workflows, allowing multiple agents with designated roles to collaborate instead of using one prom…
An engineer outlines five quick checks for validating AI-generated SQL queries, warning that fluent-looking queries can hide errors like join fan-out and NULL handling. The checks, which take about tw…
A developer has published a guide for building an AI automation agency that offers voice AI agents to local businesses. The service uses n8n, Anthropic's Claude, ElevenLabs, and Twilio to create a han…
A developer detailed a workflow for building a voice AI agent that answers inbound calls, qualifies leads, and books meetings automatically using Vapi, Twilio, Calendly, and n8n. The setup involves cr…
A developer has outlined a stack of free AI models for 2026, including Groq's Mixtral-8x7B, Google Gemini 1.5 Flash, Meta's LLaMA 2, DeepSeek-V2.5, and Mistral-7B-Base, which can be integrated with th…
A developer's guide demonstrates the difference between AI agents and simple automations using n8n, showing how to build both a basic workflow that sends prompts to OpenAI and a RAG-enabled agent that…
A developer who built a memory layer for AI coding assistants over MCP describes the moment Anthropic shipped memory into Claude Code, making his project feel redundant. He outlines the structural adv…
A developer's guide outlines signs that an AI account may be compromised, including unfamiliar logins, token surges, and unexpected API keys, and provides steps for verification and containment. The a…
A developer built a smart pill reminder system using YOLOv8 for semantic segmentation on a Raspberry Pi, with MQTT to trigger alarms and notifications. The system detects and identifies pills in real …
Chinese startup Z.ai has launched GLM-5.3, an open-source model with enhanced coding capabilities and a 32,000-token context window. The model's built-in security scanner identified a potential vulner…
A developer's technical audit of real-world AI agents compares operational agents like OmniRoute with conversational frameworks like Eliza, highlighting their architectural differences and failure mod…
A developer building automation with Claude Code has documented four traps in MCP health checking that broke overnight batches, including failures from rate limits and service outages. The engineer so…
Developer Russell Jones has documented how his blog's Content Autopilot workflow was hardened after going live, including switching from per-token API billing to a Claude subscription via the CLAUDE_C…
A developer built PreciosML, an AI-powered price tracking system for Latin American e-commerce, covering retailers like Falabella, MercadoLibre, and Amazon Mexico. The system uses crawlers, price norm…
Agentel is building a network designed for AI agents to interact with each other, focusing on identity, discovery, and trust rather than being another chatbot or LLM wrapper. The project introduces ag…
Fortitude Omnis Group's OmnisBench benchmark initially showed small models performing surprisingly well, but community feedback revealed potential contamination from old benchmarks like HumanEval and …