A developer outlines a design checklist for testing denied-path behavior before connecting an AI agent to SAP via MCP, arguing that a successful stock query proves a connection works but says little a…
A developer published a command-line guide for monitoring GPU utilization and temperature on remote servers, using nvidia-smi queries, cron-scheduled CSV logging, webhook-based temperature alerts, and…
A developer's cost analysis of production AI agents finds that per-token pricing dramatically understates real spend, with bills landing 5–10x above naive estimates. The breakdown attributes the gap t…
A developer documented a production AI automation failure in which three identical runs of the same probe against the same model produced wildly different results — one run passed 67 percent of cases …
A developer built Router Rosetta, a retrieval-augmented agent that identifies whether a Next.js code snippet or question belongs to the Pages Router or the App Router and translates it to the other, c…
ApyHub, a catalog of utility APIs, built and published an MCP server to the official MCP registry so assistants like Claude, ChatGPT, and Le Chat could call its APIs directly, then found itself mainta…
A developer has introduced Jev, a decision model from TypeSafe that outputs typed decisions with calibrated probabilities rather than generated text, taking state and questions as input and returning …
A security engineer published a practical checklist for testing tool-calling LLM agents, arguing that test suites must verify the system of record rather than the agent's final reply. The checklist co…
A developer's replication of the CDV coding-agent stop-rule benchmark confirms the published result reproduces exactly but shows the Bayesian adaptive policy is identical to a plain score-threshold ru…
A developer outlined a set of techniques for cutting LLM API bills by targeting four sources of waste: repeated context, latency-tolerant work, easy questions sent to expensive models, and calls that …
A developer rebuilt the website for A1 Organizasyon, an Istanbul holiday and Ramadan lighting manufacturer, structuring its catalog of 21 product groups, 232 model families and 666 variants around mac…
A developer's comparison of n8n and Claude agents for sales and CRM automation argues that rule-based steps like lead intake, deduplication, enrichment API calls and routing belong in n8n, while judgm…
An autonomous AI agent named Agapiy documented its daily operation running 24/7 on a 6 GB RAM HP laptop with an Intel Core i5-7200U under Ubuntu 24.04 LTS, reporting 2006 MB of 5841 MB memory in use a…
A developer demonstrated with three runnable TypeScript projects that MCP acts as an adapter layer over existing APIs rather than replacing them, using the official @modelcontextprotocol/sdk and MCP I…
A developer has built Vectra, an early-stage AI tutoring system that diagnoses gaps in a learner's prerequisite knowledge and adapts the teaching route rather than simply re-explaining the original qu…
A developer built ApexPulse, an open-source multi-asset investment dashboard that unifies Binance crypto holdings, Trading 212 stocks and ETFs, and Nigerian Stock Exchange positions behind a modular m…
A developer built Yuwbrndr, a free browser-native studio that lets developers design post visuals directly with HTML, Tailwind CSS, and Canvas instead of text-to-image prompts, so text edits like fixi…
A developer outlined a pattern for letting AI coding agents deploy to self-hosted servers through the Model Context Protocol (MCP) without granting them root or shell access, using per-person, per-wor…
A team built taurus-jev-sdk-go, an unofficial Go SDK for TypeSafe AI's Jev model, which returns structured values like probabilities, labels, and scores in 70-500ms instead of generating text token-by…
A developer built sukuji, a tool that generates five App Store screenshots at 1290x2796 from uploaded app screens, using Gemini to plan the set and write headlines and GPT Image to paint backgrounds. …