MuleSoft's Anypoint platform now enables citizen developers to implement rate limiting for LLM APIs with a simple three-click token-bucket policy, eliminating the need for complex Java or XML coding. …
PawServe, a full dog-care platform built by Miracle Omokaro, integrates Google's Gemini AI for a symptom checker, breed finder, vet directory, and local resources into a single React PWA. The app, dep…
A developer detailed a sequential model-loading approach to run Whisper, bge-m3, and Gemma on a single local workstation with limited VRAM, avoiding out-of-memory errors by loading and unloading model…
A developer detailed how they hardened their support chatbot against prompt injection by embedding refusal policies directly into the LLM's system prompt instead of relying on application-level filter…
An engineer clarifies the distinction between retrieval-augmented generation (RAG) and agentic AI, arguing they are not interchangeable. RAG controls what a model knows by retrieving relevant context,…
A developer reports that their team's rapid adoption of AI-assisted coding has resulted in significant technical debt, making the codebase difficult to navigate and onboard new developers. The team is…
A 30-day comparison of AI code editors Cursor, GitHub Copilot, and Windsurf found Cursor leading in autocomplete and codebase indexing, while Windsurf excels in agentic multi-file tasks. GitHub Copilo…
A developer detailed a mobile SSH setup for on-call engineers, emphasizing ed25519 keys, Tailscale mesh VPN, and a suggest-then-confirm AI assistant to prevent mistakes. The author, who builds TermAI,…
A developer explains how event-driven architecture can make AI agents more resilient in production, allowing them to work independently, survive failures, and resume after restarts. The approach uses …
A developer built Pet-Wallet, an Angular 20 pet management app that lets users track pet details, care tasks, and medications. The app integrates Google Gemini to read pet information from PDF documen…
A developer argues that Socrates was the first and best prompt engineer, drawing parallels between Socratic questioning and modern LLM prompting techniques. The post maps six Socratic question types t…
A developer's ongoing 32-week project to understand AI inference reached Phase 2, focusing on tensors, the core data structure of machine learning models. The developer demonstrated creating tensors i…
A developer built Canine Cognitive Twin, a digital twin system for dogs that captures 15-second videos of walks and uses Gemini 3 Pro for analysis, ElevenLabs for text-to-speech, Snowflake for data pr…
Ebisuda, a Microsoft MVP based in Japan, released v3.2.4 of CCDB (Claude & Codex Discord Bridge), an open-source tool that lets users run Claude and Codex AI coding agents from Discord. The latest ver…
A developer has built a free tool that converts plain English descriptions into syntax-validated pandas code, using AST validation to catch errors and block dangerous operations. The tool includes 22 …
A developer's field guide traces the progressive evolution of AI-assisted programming, from the Transformer architecture to agentic AI, explaining how each layer emerged from the limitations of the pr…
A developer built Kepos, an end-to-end encrypted P2P tunnel that makes remote TCP services appear as local loopback connections, and demonstrated its utility by integrating it with DeepSeek Harness (d…
OliverGraph, a startup building shared context for teams and AI agents, has identified a new challenge: agent runs themselves are becoming a source of fragmented company knowledge. The team found that…
A developer has built PawSafe, an AI-powered web application that helps dog owners determine whether a food is safe for their pets. The app uses Google's Gemini API to analyze text and image inputs, p…
A developer has built a multimodal food estimation pipeline that combines Meta's Segment Anything Model (SAM) for precise food boundary detection with GPT-4o Vision for contextual analysis, then uses …