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 …
A developer has built a dual-backend setup for Claude Code, routing cheaper tasks through a self-hosted LiteLLM proxy to DeepSeek models while keeping a full Anthropic subscription for trusted work. T…
A developer detailed the emergence of 'Constitutions' for AI agent runtimes, formal policy layers that govern autonomous agent behavior, using the Ironclaw runtime as a case study. The approach uses d…
A developer built a weekly launchd job that automatically distributes AI-learned skills from Claude Code's global skills folder into every local git repository, eliminating the need for manual copying…
AI Avatar, a free app that lets VRoid avatars cheer users in VS Code and browser side panels, has been updated to version 17 with Catbot integration, Cat Mode, and AI Office. The developer added whisk…
A developer built AI Prompt Lab, a full-stack application using Java 21, Spring Boot, React 19, TypeScript, PostgreSQL, and OpenRouter, to manage reusable AI prompts as structured assets. The applicat…
An engineer working on an accessible predictive search for a Shopify storefront found that AI can detect accessibility failures and propose fixes, but the fixes are not always correct. The AI suggeste…
VIDRAFT won 'The First Gemma Challenge' with a verified 510.58 tokens-per-second score on Google's Gemma-4-E4B-it model using a single NVIDIA A10G GPU, while a rival submission posted a faster raw num…
A developer released @3ni8ma/tailwind-plugin, a Tailwind CSS plugin that turns the frosted-glass UI effect into reusable design tokens. The plugin provides glass-sm, glass-md, and glass-lg utility cla…
A developer argues that AI-assisted development is shipping code with invisible assumptions, and proposes a reliability stack centered on the C4 model to make system boundaries and invariants explicit…
Donatello.studio is designing an 'unlimited' generative AI product that avoids hard quotas by using credits, priority queues, and fair-use controls. The architecture distinguishes access from executio…
An engineer from TrothByte warns that AI assistants generate assembly code that is confidently wrong in specific, repeatable ways, such as inventing nonexistent mnemonics, flipping operand order, and …
A developer catalogued over 55 documented AI-agent failures in low-level code, revealing predictable failure classes where code looks correct, compiles, and still does the wrong thing. The project tur…
A developer in Germany used OpenAI's Codex to build a Go-based tool that converts invoice data into EPC QR codes (GiroCode) for SEPA bank transfers, automating the tedious process of manually entering…
Developer Ishika Thakur built PawPal, an AI-powered web app that helps new dog owners understand their pets' behavior. The app uses Google Gemini to generate personalized explanations and suggestions,…
A developer running llmlatency.dev measured time-to-first-token (TTFT) and time-to-first-byte (TTFB) for about 45 AI inference providers from four regions, finding that the two metrics often produce c…
A developer's blog post on Loop & Retry details how to build observability into retry decisions for LLM agents in production. The post emphasizes that retry attempts are indistinguishable between tran…
A developer detailed the architecture behind a production customer service AI agent that executes workflows rather than merely answering questions, emphasizing the tool-use layer and intent classifica…
A developer wired three MCP servers into an agent and found that tool schemas consume about 7,000 tokens per turn, and because LLM API calls are stateless, those tokens are re-sent on every turn, lead…