A computer repair shop owner who builds apps on the side created Zeltro, a desktop app that gives vibe-coding projects a single home with per-project addresses, a shared database, and an embedded term…
A comparison of five enterprise AI gateways — Bifrost, LiteLLM, Kong, Cloudflare, and Vercel — evaluates each against five procurement requirements: identity, authorization, auditability, isolation, a…
A security analysis of Coolify's password-reset poisoning vulnerability (GHSA-cgj8-7m5q-x5gv) shows how a chain of trusted forwarded headers, a host-validation cache bug, and a request-derived reset U…
A developer built android-ui-renderer-mcp, an MCP server that renders composed Android screens — an Activity shell, Fragment container, RecyclerView rows and loading overlays — from real app XML resou…
OpenAI previewed Ultrafast, a new API service tier for GPT-5.6 Sol that runs up to 14 times faster than the standard processing path and produces as many as 750 output tokens per second, enabled by Ce…
A developer built a machine learning model that detects phishing websites from URL and page features with 96.7% accuracy, without opening the sites. Trained on the UCI Phishing Websites dataset of 11,…
A developer has proposed an experiment design for evaluating whether AI-proposed security patches actually work, using intentionally vulnerable code-repair exercises grouped into original reproduction…
OpenAI used its DevDay 2026 keynote in San Francisco to ship more than 20 launches spanning ChatGPT, Codex and its API, including the mid-tier GPT-6.1 Sol model at $2 per 1M input tokens and $10 per 1…
A developer outlines a pattern for capping autonomous agent spending by moving each workload's budget ceiling into a separate control plane the agent cannot write to, paired with per-workload producti…
A developer built DealMind, an AI sales assistant that gives each customer a persistent, per-contact memory bank rather than relying on the current prompt context. The system separates CRM storage fro…
A developer built DealMind, a B2B deal-intelligence application that pairs a relational database for structured deal state with Hindsight's agent memory system to retain and recall past customer inter…
A developer built a 10-question "false-premise resistance" benchmark testing whether LLMs explicitly flag factually false assumptions embedded in questions, and found that lightweight models outperfor…
Software engineer Abdulrahman Haramain built Darb, an assistive navigation platform for the visually impaired that splits inference between a zero-latency on-device vision engine running MediaPipe at …
OpenAI shipped more than 20 products at DevDay 2026 on 29 September in San Francisco, headlined by dots, an always-on agent running on GPT-6 Astra that persists context across ChatGPT, Slack and 4,000…
WebDecoy published a walkthrough showing how to place its detection middleware in front of an Angular server-side rendering handler so operators can observe bot and AI crawler requests in monitor mode…
Mark Vange of Autom8ly benchmarked seven open-source alternatives to TypeSafe's Jev decision model on a single 8 GB NVIDIA RTX 4060, adding 4-bit and 8-bit loading via bitsandbytes to three tools that…
A developer detailed an architecture for scaling AI audio transcription backends by decoupling FastAPI's web layer from GPU inference using Celery and Redis. The writeup shows that running synchronous…
StudioMeyer operates The Academy, a free six-level learning platform about building AI systems whose content pipeline is run by a team of specialized agents — one researching, one proposing topics, on…
A developer built OnCall Memory, an incident-response website that pairs a FastAPI backend with Groq's language models and the Hindsight persistent-memory layer to give AI diagnoses access to an organ…
A developer built an incident copilot for industrial fermentation that uses Vectorize's Hindsight agent memory to recall past bioreactor runbook resolutions and sensor anomaly signatures, diagnosing b…