A developer used Claude Code's cross-session messaging feature, introduced in v2.1.224, to run two separate sessions on the rind-ui headless UI component library — one acting as a PM that writes OpenS…
A developer gave the identical one-shot prompt to ChatGPT Codex and Claude Code in VS Code and had each build a battery garden-tools shop website from scratch, with no planning step or follow-up desig…
A developer running the APIVAI gateway published a field-by-field guide to configuring Dify's official openai_api_compatible plugin (v0.0.68) and anthropic plugin, covering the API Base URL, model ID,…
A Wontopos engineer is soliciting blunt feedback on the company's long-term memory API for AI agents, launched roughly three months ago with little uptake. The API offers store, recall, search, supers…
A developer has published a guide on rotating Claude API keys safely using AWS Secrets Manager and Lambda, addressing the common failure where serverless functions keep serving a stale cached secret a…
A technical guide explains that OpenAI, Anthropic and Perplexity each operate multiple crawler user agents with distinct purposes, and that robots.txt rules can be set independently per agent. Trainin…
A developer built Front Desk, a browser-based site chatbot for small businesses that restricts a Gemma 4 E2B model (via WebLLM at temperature 0) to drafting answers while plain code validates every re…
A developer launched JSONexLab, a suite of seven B2B APIs for trade, finance, and compliance, on Product Hunt, alongside five MCP servers published to the official Model Context Protocol Registry. The…
A developer detailed the architecture of Sabbaq, a WhatsApp-first lead desk for Dubai real estate brokerages that answers Property Finder and Bayut leads in seconds in Arabic or English. The system in…
A developer detailed how to deploy Model Context Protocol (MCP) servers on Kubernetes, arguing the key change is switching the server's transport from stdio to Streamable HTTP before containerization,…
A developer built PromptTray, an offline-first Chrome extension that stores and launches prompt-steering templates across Claude, Gemini, and ChatGPT using chrome.storage.local with no intermediate cl…
Researchers Harsh Jaiswal, Mohan Pedhapati and Rahul Maini of Hacktron AI chained a heap buffer overflow in the libheif HEIF decoder with an OpenAI single sign-on identity flaw to gain remote code exe…
A developer documented a Docker Compose pattern that gates an API service on a one-shot Postgres migration job using `condition: service_completed_successfully`, after an initial deploy failed when th…
A developer open-sourced two Model Context Protocol servers, japan-data-mcp and correlation-discovery-mcp, built to let a local Qwen3-8B model in LM Studio query and cross-analyze over 180 normalized …
Claude Code releases 2.1.299 through 2.1.301, shipped October 14–15, 2026, silently changed the behavior of seven existing hook configurations, including making UserPromptSubmit hooks run before a ski…
A developer published a method for isolating traffic from AI assistants such as ChatGPT, Perplexity, Gemini, Copilot, Claude and DeepSeek in Google Analytics 4 and BigQuery. The approach adds a custom…
A developer has released Esapay, an open-source experimental project that explores payment-infrastructure resilience through multi-signal failure diagnosis, AI-assisted remediation proposals, and dete…
InferenceKey assembled a stack that runs the 763B-parameter DeepSeek-V4.1-Flash mixture-of-experts model on two 96 GB RTX PRO 6000 Blackwell GPUs by moving 4,608 of 15,360 routed experts plus lookup t…
A developer published a take-home interview exercise that tests whether candidates building a streaming proxy in front of an OpenAI-compatible /v1/chat/completions endpoint correctly abort the upstrea…
A cloud infrastructure team stopped recommending Nvidia's A100 as the default GPU for AI inference, arguing the 2020 Ampere-era card has been superseded for serving workloads by the L4, launched in 20…