A developer built a stateless pay-per-use API that crops browser screenshots to specific elements, reducing vision LLM costs by 95%. The API uses the x402 payment protocol, charging $0.0005 USDC per c…
Inithouse launched Be Recommended, a tool that scores a product's AI visibility from 0 to 100 across ChatGPT, Perplexity, Claude, and Gemini. The score is based on how often, prominently, and positive…
A developer describes how to deploy a first software tool online using AI-assisted workflows. The process involves connecting code in version control, a host, and a domain, with AI tools like Claude o…
A developer provides a decision tree and code examples to distinguish between RAG (Retrieval-Augmented Generation) and agentic AI architectures. RAG is recommended for answering questions from documen…
A developer built dspyer, an open-source tool that wraps LLM calls in Pydantic schemas to automatically correct malformed JSON, missing fields, or fabricated citations. The tool compiles to a standard…
A developer argues that traditional operating system autostart mechanisms like launchd, systemd, and Task Scheduler are evolving into AI-driven autonomous systems. By integrating large language models…
A developer argues that AI-powered design-to-code tools are repeating the Dreamweaver mistake by putting design back in charge of code, but without human oversight. The post warns that while AI is val…
VideoDB Labs released an open-source pipeline for evaluating video vision-language models (VLMs) that emphasizes comparing full configurations—including segmentation, frame sampling, resolution, promp…
A developer building a RAG application from scratch encountered two distinct failures that appeared identical externally: a chunking bug and a 3B model running out of capacity. The project, called Ken…
A developer launched AgentJobs, a non-custodial escrow contract on Monad mainnet that enables trustless agent-to-agent payments. The contract, deployed at 0x55f4E4fA515986e4C58Dda008f34600d20665143, a…
A developer built a production-grade enterprise search solution using Cognee, LangGraph, and Groq that transforms fragmented data silos into a dynamically synced knowledge graph. The system addresses …
A developer built a self-hosted 'organism' from old Android phones, a laptop, and a VPS, using SSH as a spinal cord to split sensing and thinking layers without middleware. The system uses LLM agents …
Microsoft's AutoJack research, published June 18, demonstrates a confused-deputy attack where an AI agent's headless browser can be tricked into reaching localhost services from the public internet. T…
A developer discovered a critical bug in Claude Code where non-Latin characters in directory names are replaced with hyphens, causing different project folders to map to the same session directory. Th…
A developer completed building an LSTM cell using PyTorch and Lightning AI, implementing the forward pass and optimizer. The LSTM unit processes stock price inputs over four days, updating long-term a…
Shrijith Venkatramana, building git-lrc, explains how scaling laws discovered by OpenAI, Google, DeepMind, and Anthropic made large language models like ChatGPT, Claude, and Gemini possible. The 2020 …
A developer argues that AI coding agents need a structured, graph-based memory system to retain project-specific lessons, rather than relying on larger prompts or temporary context. The proposed syste…
A developer built a deterministic outbound firewall for AI agents after witnessing a LangChain-style agent generate a DROP TABLE command during a cleanup task. The firewall, released as the agentx-sec…
A developer built skill-tree, a plugin that analyzes Claude Code and Cowork session history to classify 11 collaboration behaviors and assign archetype cards. The main engineering challenge was state …
A 20-person platform engineering team built OpenCode, an AI-powered CLI assistant connected to their entire operational stack via the Model Context Protocol (MCP). The system enables engineers to quer…